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The U.S. Bureau of Labor Statistics (BLS) projects total employment to increase from 164.5 million in 2022 to 169.1 million in 2032, an increase of 2.8 percent. (See chart 1.) This projected growth is much slower than the 12.9-percent employment growth recorded over the 2012–22 decade, which was marked by strong recovery growth following the 2007–09 Great Recession and 2020 COVID-19 pandemic-induced recession. While wage and salary employment is projected to increase by 3.0 percent, the number of self-employed workers is projected to increase by 0.6 percent over the projections decade.
The overall growth in employment is driven by demographic trends—such as the aging U.S. population and slower growth in the civilian noninstitutional population—that are expected to cause declining labor force participation rates and slower labor force growth over the projections period. For a more detailed discussion of the 2022–32 BLS labor force and macroeconomic projections and their underlying trends, see “Labor force and macroeconomic projections overview and highlights, 2022–32.”1 These aggregate projections are used to develop output and employment projections at the industry level, which then feed into the projections for occupational employment.2 These more detailed projections are the focus of this article.
Highlights of the 2022–32 industry and occupational employment projections include the following:
The next section of this article includes an overview of the interaction between projections for industry output and those for industry employment; this overview includes a brief description of the approach used to produce occupational employment projections. The article continues with a detailed discussion of the structural long-term factors expected to affect employment in several sectors, their underlying industries, related occupational groups, and relevant occupations.6 A table is included at the end of each section, showing employment data for the various sectors, industries, occupational groups, and occupations discussed. The article concludes by summarizing the main highlights of the projections.
Industry output is comprised of final demand for goods and services as well as intermediate goods that are not reflected in gross domestic product estimates. Industry output is used by BLS to develop industry employment projections because it reflects total economic activity and is a key determinant of demand for labor, as workers are needed to produce intermediate as well as final goods and services.
BLS projects real output to increase by 19.8 percent, from $35.9 trillion in 2022 to $43.0 trillion in 2032 (1.8-percent compound annual growth rate), which is slightly slower than the 22.7-percent growth in real output registered from 2012 to 2022 (2.1-percent compound annual growth rate).
Because demand for goods and services is a fundamental driver of both output and employment, these latter variables often have broadly similar trends of growth or decline. One major exception to this pattern is in cases where output is increasing but higher labor productivity results in less demand for employment. For instance, in the manufacturing sector, although output is projected to increase 9.6 percent, employment is projected to decline 0.9 percent from 2022 to 2032.7
BLS produces occupational employment projections by analyzing current and projected future staffing patterns (the distribution of occupations within an industry) in an industry–occupation matrix. Changes in the staffing pattern for each industry are projected and applied to the final industry projections, which yield detailed occupational projections by industry. This projected employment matrix includes estimates for 832 occupations across 292 industries.
This article highlights the expected changes to industry and occupational employment over the 2022–32 decade and the trends expected to drive those changes. The employment projections for the occupations that are featured in this article represent the total employment change for these workers across the economy. Many of these occupations may have a high concentration of employment in specific industries. Therefore, the trends expected to affect employment in those industries largely drive the employment changes projected across these occupations. However, the employment outlook of occupations can also be influenced by factors specific to an occupation or by trends affecting other industries in which the workers in the occupation are employed.
Projections methods are heavily based on historical relationships in the data. Nevertheless, BLS also conducts research on factors that are expected to affect employment, particularly those which may not be reflected in historical data, such as new technologies and legislation. The analysis below reflects the research that BLS uses to develop and validate the projections. Projections always carry a degree of uncertainty, and the exact effect of developments such as new technologies on the labor market 10 years in the future is impossible to predict with precision. BLS issues new projections annually to incorporate new data, research, and analysis. BLS projections assume that technological change affects the labor market gradually, not suddenly. This assumption has been supported by the historical record.8
Along with the management of companies and enterprises sector, the healthcare and social assistance sector is projected to see the fastest employment growth between 2022 and 2032. (See chart 2.) Employment in this sector is expected to grow 9.7 percent, over 3 times as fast as the average job growth for the overall economy. The healthcare and social assistance sector is also expected to add 2.1 million jobs over the projections decade, which represents the most jobs added by any sector and approximately 45 percent of all the projected job gains from 2022 to 2032.
The social assistance segment within this sector covers industries that provide a wide range of services to various demographic groups, such as children and youth, and the largest industry in this segment is services for the elderly and persons with disabilities. Employment in the social assistance segment is projected to grow faster than in the healthcare segment (15.2 percent versus 8.4 percent). However, the latter is expected to see the most job growth over the 2022–32 decade, with a total of around 1.5 million jobs added. Thus, the healthcare segment alone accounts for roughly 70 percent of the employment gains projected for the sector overall.
There are two long-term structural factors that will drive the sector’s strong employment growth: the growing size of the older adult population, defined as those 65 years of age and over, and the increasing prevalence of chronic conditions, such as heart disease, cancer, and diabetes. There were an estimated 56.7 million older adults in 2022, and this number is expected to rise to 71.1 million by 2032.9 Moreover, their share of the population is expected to increase from about 21 percent to 25 percent over this period.10 Older adults tend to have more healthcare needs and to require more complex care than younger people because of their higher likelihood of experiencing health complications, including comorbidities. For example, only 6.7 percent of adults 18 to 44 years of age have at least two chronic conditions whereas 63.7 percent of older adults do.11 This greater disease burden translates into a higher relative use of health services, which can be shown through expenditure data. In 2019, older adults represented 17 percent of the population, but they accounted for 35 percent of total health spending that year—far more than any other age group.12 A growing number of older adults, then, will place a heavier demand on the use of medical and social services. Thus, the increased healthcare demand will fuel employment growth in the industries and occupations that provide these services.
In addition, the prevalence of chronic illness is already elevated, with about half of all Americans having a chronic disease and more than 85 percent of healthcare costs being attributable to chronic illness.13 According to the National Center for Health Statistics, the prevalence of diabetes, hypertension, and obesity among adults has increased over the past couple of decades.14 Chronic diseases are also the leading causes of death and disability in the nation.15 Chronic conditions will become more prevalent in the years ahead because of the increasing number of older adults and existing risk factors for these diseases among the general population, such as poor nutrition and physical inactivity.16 A recent study, for instance, projected that the number of people with chronic cardiovascular diseases, namely heart disease, heart failure and stroke, would increase by more than 30 percent between 2025 and 2060.17 Against this backdrop, the demand for screening, diagnosing, treating, and managing these conditions will increase significantly; this will result in the strong employment growth projected for the healthcare and social assistance sector overall.
This sectoral growth is expected to drive employment growth across many industries and occupations within the healthcare and social assistance sector and occupations related to this sector. Three occupational groups are closely tied to the sector, all of which rank among the five fastest growing groups. These are the healthcare support, healthcare practitioners and technical, and community and social service occupational groups. Of all 22 occupational groups, the healthcare support group is expected to experience the fastest employment growth and add the most jobs from 2022 to 2032. (See chart 3.) The related healthcare practitioners and technical group is anticipated to be the third-fastest-growing occupational group. These 2 healthcare groups, combined, are projected to account for roughly 2 of every 5 new jobs added over the projections decade.
In terms of occupations, the 2 fastest growing healthcare occupations are nurse practitioners and physician assistants, which also feature on the list of 15 fastest growing occupations. Robust demand for these 2 occupations will stem from the need to mitigate physician shortages and from providers embracing team-based models of care delivery.18 Furthermore, as the demand for healthcare grows, so too will the need for medical and health services managers to plan, coordinate, and implement services across all types of healthcare facilities. Although this occupation is classified under the management occupational group, it is central to the healthcare industry. Thus, strong job gains are projected. Aside from ranking among both the 15 fastest growing occupations and the 15 occupations with the most job growth between 2022 and 2032, medical and health services managers is projected to be the fastest growing occupation in the management occupational group.
Meanwhile, 5 of the 15 fastest growing industries are in the healthcare and social assistance sector. The services for the elderly and persons with disabilities industry is projected to see the fastest employment growth within the sector. It is also expected to add the most jobs of any industry, representing about 13 percent of all new jobs added over the 2022–32 decade. Employment growth in this industry will be driven primarily by the rising number of older adults who will require long-term care, particularly in the form of social assistance services like adult daycare and nonmedical home care. People with intellectual or developmental disabilities are another demographic group that will contribute to demand for these types of care and support services. Moreover, the aging population will boost demand for health and personal care services provided in the home, such as assistance with activities of daily living, fueling job growth in the home healthcare services industry. This industry is projected to be the 10th-fastest-growing industry and to add the 3rd-largest number of jobs between 2022 and 2032.
Beyond demographic trends, public policy has played a key role in encouraging the provision of long-term care services in home and community settings. Medicaid is the main payer for long-term services and supports, and the program has gradually shifted spending away from institutional settings, like nursing homes, to home- and community-based settings.19 This policy shift, together with the general preference of older adults to “age in place,” will create strong demand for the services provided by the two industries mentioned above: home healthcare services and services for the elderly and persons with disabilities.20 Community-based settings, such as those covered under the continuing care retirement communities and assisted living facilities for the elderly industry, are likewise expected to see strong job growth over the coming years. One occupation that is highly relevant for these three industries (i.e., home healthcare services, services for the elderly and persons with disabilities, and continuing care retirement communities and assisted living facilities for the elderly) is home health and personal care aides. Because workers in this occupation account for the most employment in these industries and are at the forefront of providing long-term care services to patients, demand for them will increase dramatically. In addition to being one of the 30 fastest growing occupations, home health and personal care aides are projected to add the most jobs of any occupation. In fact, this occupation is expected to account for about 1 of every 6 new jobs added over the 2022–32 decade, making it the largest occupation by 2032. (See chart 4.)
The offices of physical, occupational and speech therapists, and audiologists industry is projected to be the second-fastest-growing industry within the healthcare and social assistance sector. As people age, the risk of having some form of disability increases. A Centers for Disease Control and Prevention study found, for example, that the prevalence of disability among older adults was much higher than among middle-aged and young adults, with disabilities related to hearing, mobility, and independent living particularly standing out.21 Meanwhile, many chronic conditions, like heart disease and diabetes, contribute to disability as well, with arthritis being the leading cause of disability among adults.22 As the number of older adults and the prevalence of chronic disease grow, more people will experience disability or other functional limitations. Therefore, the demand for occupational and physical therapy is expected to rise substantially, leading to strong employment growth for occupational and physical therapists and their assistants. Between 2022 and 2032, employment of these therapists is projected to increase by more than 10 percent, while employment growth of their assistants is expected to be above 20 percent.
Similarly, the prevalence and severity of hearing loss become more common as people age.23 In addition, cognitive disorders like Alzheimer’s disease and dementia are more likely to occur in older people, which can lead to speech or language impairments.24 The need for audiology and speech-language pathology services will increase significantly as people age. Therefore, the occupations that provide these services—namely audiologists, hearing aid specialists, and speech–language pathologists—are projected to experience much faster job growth than the all-occupation average between 2022 and 2032.
In addition to aging and chronic conditions, patient demand for specific healthcare services is another factor expected to drive strong employment growth. This is the case for complementary and alternative medicine (CAM) therapies, which are growing in popularity to maintain overall wellness and to treat various medical conditions.25 People are using CAM therapies, such as chiropractic services, massage, and acupuncture, to address ailments like pain, stress, and anxiety. Moreover, some CAM therapies have gained institutional recognition for their effectiveness in dealing with certain health conditions, particularly chronic pain. For example, spinal manipulation (the core chiropractic service) and acupuncture are both covered benefits under Medicare for the treatment of chronic pain. 26 Additionally, in response to the opioid crisis, there has been a pivot away from prescribing opioids to recommending the use of nonpharmacologic and nonopioid therapies for the treatment of chronic pain, such as chiropractic services, massage, and acupuncture.27 Altogether, the growing demand for CAM services is expected to contribute to above-average employment growth for chiropractors, massage therapists, and acupuncturists between 2022 and 2032.
Mental health services is another area in which fast employment growth is expected. The offices of mental health practitioners (except physicians) industry is projected to be the ninth-fastest-growing industry from 2022 to 2032. Related industries are likewise anticipated to see much-faster-than-average job growth over the projections period, such as outpatient mental health and substance abuse centers; private psychiatric and substance abuse hospitals; and residential mental health and substance abuse facilities. This growth reflects the strong demand for treatment stemming from the increasing number of people with mental health and behavioral issues. According to the National Survey on Drug Use and Health of 2019, 7.4 percent of people ages 12 and over (about 20 million people) had a substance use disorder; this share held largely steady from 2015 to 2019.28 In 2021, these figures stood at around 17 percent and 46 million, respectively.29 The National Survey on Drug Use and Health implemented major methodological changes between 2019 and 2021; thus, data points are not directly comparable between both survey years. Nevertheless, the data suggest an elevated prevalence of substance use disorders.
Furthermore, the percentage of adults 18 years of age and over diagnosed with any mental illness increased from about 18 percent in 2010 to 21 percent in 2019.30 And, according to the 2021 National Survey on Drug Use and Health, roughly 23 percent of adults had a mental illness (almost 58 million people).31 Also, the number of those receiving mental health services has increased, from about 14 percent in 2010 to 16 percent in 2019, with services provided in outpatient settings experiencing the most growth.32 In 2021, almost 19 percent of adults received mental health services (approximately 47 million people).33 The growing number of people with a mental illness or substance use disorder and those seeking mental health services will increase the demand for counseling, medication, and treatment. Accordingly, strong employment growth is projected for occupations that provide or assist in the provision of mental health and social services, many of which are largely employed by the mental health-related industries mentioned previously. These occupations include substance abuse, behavioral disorder, and mental health counselors; clinical and counseling psychologists; mental health and substance abuse social workers; psychiatric technicians; and social and human service assistants—all of which are expected to see employment grow much faster than the average for all occupations between 2022 and 2032.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
62 | Healthcare and social assistance | 21,639.3 | 23,739.6 | 2,100.3 | 9.7 | 1st of 20 |
621330 | Offices of mental health practitioners (except physicians) | 166.4 | 201.6 | 35.2 | 21.2 | 9th of 292 |
621340 | Offices of physical, occupational and speech therapists, and audiologists | 448.6 | 575.2 | 126.6 | 28.2 | 8th of 292 |
621420 | Outpatient mental health and substance abuse centers | 275.4 | 331.0 | 55.6 | 20.2 | 11th of 292 |
621600 | Home healthcare services | 1,533.6 | 1,843.8 | 310.2 | 20.2 | 10th of 292 |
622205 | Psychiatric and substance abuse hospitals; private | 150.1 | 168.3 | 18.2 | 12.1 | 29th of 292 |
623220 | Residential mental health and substance abuse facilities | 237.8 | 263.1 | 25.3 | 10.6 | 35th of 292 |
623300 | Continuing care retirement communities and assisted living facilities for the elderly | 897.7 | 1,024.0 | 126.3 | 14.1 | 22nd of 292 |
624120 | Services for the elderly and persons with disabilities | 2,152.1 | 2,776.0 | 623.9 | 29.0 | 6th of 292 |
11-0000 | Management occupations | 12,574.7 | 13,257.7 | 683.0 | 5.4 | 10th of 22 |
11-9111 | Medical and health services managers | 509.5 | 654.2 | 144.7 | 28.4 | 6th of 832 |
19-0000 | Life, physical, and social science occupations | 1,473.7 | 1,563.2 | 89.5 | 6.1 | 5th of 22 |
19-3033 | Clinical and counseling psychologists | 67.5 | 75.2 | 7.7 | 11.4 | 63rd of 832 |
21-0000 | Community and social service occupations | 2,936.5 | 3,164.2 | 227.7 | 7.8 | 4th of 22 |
21-1018 | Substance abuse, behavioral disorder, and mental health counselors | 388.2 | 459.6 | 71.5 | 18.4 | 27th of 832 |
21-1023 | Mental health and substance abuse social workers | 113.5 | 125.5 | 12.0 | 10.6 | 68th of 832 |
21-1093 | Social and human service assistants | 415.1 | 450.6 | 35.6 | 8.6 | 97th of 832 |
29-0000 | Healthcare practitioners and technical occupations | 9,481.0 | 10,243.7 | 762.7 | 8.0 | 3rd of 22 |
29-1011 | Chiropractors | 55.0 | 59.8 | 4.9 | 8.8 | 91st of 832 |
29-1071 | Physician assistants | 148.0 | 187.3 | 39.3 | 26.5 | 8th of 832 |
29-1122 | Occupational therapists | 139.6 | 155.6 | 16.1 | 11.5 | 61st of 832 |
29-1123 | Physical therapists | 246.8 | 284.1 | 37.3 | 15.1 | 42nd of 832 |
29-1127 | Speech-language pathologists | 171.4 | 204.5 | 33.1 | 19.3 | 25th of 832 |
29-1171 | Nurse practitioners | 266.3 | 384.9 | 118.6 | 44.5 | 2nd of 832 |
29-1181 | Audiologists | 14.4 | 15.9 | 1.5 | 10.6 | 67th of 832 |
29-1291 | Acupuncturists | 26.6 | 28.0 | 1.4 | 5.3 | 210th of 832 |
29-2053 | Psychiatric technicians | 107.1 | 117.5 | 10.4 | 9.7 | 79th of 832 |
29-2092 | Hearing aid specialists | 10.2 | 11.7 | 1.5 | 14.5 | 46th of 832 |
31-0000 | Healthcare support occupations | 7,144.9 | 8,245.5 | 1,100.6 | 15.4 | 1st of 22 |
31-1120 | Home health and personal care aides | 3,715.5 | 4,520.1 | 804.6 | 21.7 | 16th of 832 |
31-2011 | Occupational therapy assistants | 45.1 | 56.0 | 10.8 | 24.0 | 11th of 832 |
31-2021 | Physical therapist assistants | 100.7 | 126.9 | 26.3 | 26.1 | 9th of 832 |
31-9011 | Massage therapists | 134.3 | 158.9 | 24.6 | 18.3 | 29th of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
Establishments in the professional, scientific, and technical services sector offer expertise, knowledge, or skills to their clients. These services are often on an assignment basis in which an individual or a team is responsible for the delivery of services to the client.34 The professional, scientific, and technical services sector is projected to have the second-largest increase in new jobs of any sector from 2022 to 2032 (960,400 jobs). Employment in this sector is projected to grow at an above-average rate of 9.1 percent over the decade. Among the detailed industries of the professional, scientific, and technical services sector, 7 of 12 are projected to have employment growth faster than the 2.8-percent average growth projected for the total economy. This includes three industries with growth rates at least 3 times faster than that of the total economy: computer systems design and related services; veterinary services; and management, scientific, and technical consulting services.
Computer systems design and related services—the largest industry in the professional, scientific, and technical services sector—is projected to grow the fastest (19.3 percent) and generate the most new jobs of all industries in the sector. The projected 474,800 new jobs in the industry ranks as the second-largest increase in jobs across all 292 detailed industries over the 2022–32 period. (See chart 5.) Because many computer and mathematical occupations have high concentrations of employment in the computer systems design and related services industry, the trends that are expected to increase industry employment are also drivers of employment growth for many of these occupations. For example, the computer and mathematical occupational group is projected to experience much-faster-than-average employment growth of 15.2 percent over the projections decade, the second-fastest rate of all 22 groups. This occupational group is also projected to record the second-largest increase in jobs from 2022 to 2032 (803,800). In addition, 7 computer and mathematical occupations are among the top 15 fastest growing occupations.
Employment opportunities in the computer systems design and related services industry are expected to increase because of businesses’ need for custom software solutions to facilitate business operations or to interact with customers through websites and applications. In addition, IT professionals will be in demand to design, integrate, test, and operate IT infrastructure and to assist with cloud migrations.35 Companies may find it more cost effective to contract with outside firms that specialize in these services rather than to internally hire IT professionals, which will benefit establishments in this industry.36
Moreover, a marked increase in the number and severity of cyberattacks and data breaches on U.S. businesses is expected to lead to greater demand for cybersecurity services and products.37 This is expected to fuel demand for information security analysts to monitor and assess the security of computer networks and systems and respond to security threats. The information security analyst occupation is projected to grow 31.5 percent from 2022 to 2032, which makes it the fastest growing computer occupation and the fifth-fastest-growing occupation in the economy.
Another factor expected to drive employment growth in the computer systems design and related services industry is the adoption of automation technologies, such as artificial intelligence (AI) and robotics, across many industries.38 Development and deployment of automation technologies require professionals in computer science, programming, data analysis, software development, and other related skills to build automation algorithms and software. Demand for these skills is expected to grow in response to the increased uptake of these and other automation technologies.39 Technological developments in AI, robotics, and machine learning should create job opportunities for computer and information research scientists—nearly 30 percent of which are projected to be employed by the computer systems design and related services industry in 2032—to conduct research and to apply computer science theory and principles. Employment of these scientists is projected to grow 22.7 percent over the projections period.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
54 | Professional, scientific, and technical services | 10,514.5 | 11,474.9 | 960.4 | 9.1 | 3rd of 20 |
541500 | Computer systems design and related services | 2,456.8 | 2,931.6 | 474.8 | 19.3 | 13th of 292 |
15-0000 | Computer and mathematical occupations | 5,277.6 | 6,081.4 | 803.8 | 15.2 | 2nd of 22 |
15-1212 | Information security analysts | 168.9 | 222.2 | 53.2 | 31.5 | 5th of 832 |
15-1221 | Computer and information research scientists | 36.5 | 44.8 | 8.3 | 22.7 | 13th of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
Establishments in the information sector produce and distribute content; provide the means to transmit and distribute content, data, and communications; and process data.40 The 2022–32 employment projections for the information sector reflect the continued shift away from traditional media to an increasingly digital world. Demand for digital content and services, such as internet services, cloud computing, and software, is expected to increase further over the 2022–32 period. In contrast, demand for traditional media, such as print newspapers and radio programming, is expected to continue to wane. Related information industries, such as newspaper publishers and radio broadcasting stations, are expected to suffer job losses over the projections period.41 Overall, the information sector is projected to grow at an above-average rate of 6.6 percent and add about 201,500 jobs from 2022 to 2032.
Undoubtedly, Americans spend more time connected to the internet and engaged with digital devices today than in any other time in history. Americans spent on average over 7 hours a day engaging with digital media in 2022—close to double the time they spent consuming digital media 10 years prior.42 The internet has become an essential component of our daily lives, and consumers are expected to increase their use of internet-enabled activities and consumption of digital content over the next decade.43 Younger generations growing up in the digital age tend to have a stronger appetite for digital content and platforms than other cohorts and are more likely to be regularly connected to the internet.44 As a result, younger demographic groups are expected to contribute to stronger consumer demand for digital media and services over the 2022–32 decade. In addition, government funding and initiatives to help close the gap in internet access across geographic regions and sociodemographic groups should continue to expand the consumer base for these services.45
Stronger demand for digital content should drive rapid employment growth in the web search portals, libraries, archives, and other information services industry, which is projected to grow the fastest of all information industries and the 12th fastest among all industries (19.4 percent).
Employment in the software publishers industry, the second-largest information industry in 2022, is projected to grow by 17.8 percent and add 112,900 jobs over the 2022–32 decade. This is the largest increase of any information industry and the 12th largest across all detailed industries. Establishments in this industry design, develop, and publish computer software, software applications, and mobile applications for a wide range of uses and industries. Firms in various industries will require software programs and applications to conduct business; to support business activities in management, sales, logistics, or other business functions; and to improve productivity and collaboration.46 Constant innovation in these spaces will require software developers and other occupations employed by this industry to develop and test upgrades and new programs and applications. In addition, strong demand for video games over the projections period is expected to contribute to employment growth in this industry. Globally, an estimated 2.9 billion people played a video game in 2021.47 Improvements in gaming technology and graphics, faster network connections, and an expanding global consumer base are expected to continue to drive strong demand for video games over the projections period and, in turn, the design and development of the next generation of video games.48
In 2022, software developers made up more than 20 percent of employment in three separate industries: software publishers; web search portals, libraries, archives, and other information services; and computer systems design and related services. In addition, these three industries are projected to employ nearly half of all software developers in 2032. Because of strong demand for software development in these industries and the economy at large, this occupation is expected to have the 2nd-largest increase in jobs of any occupation and be the 10th-fastest-growing occupation from 2022 to 2032. Employment of software developers is projected to increase by 410,400, or 25.7 percent.
The expanding digital presence of businesses and consumers is expected to result in a substantial increase in the volume of data generated.49 As a result, businesses will need cloud infrastructure to store and manage large databases. Cloud computing and cloud-based services continue to increase in popularity and the industry is expected to continue to grow.50 One reason cloud-based services have grown so quickly is their cost savings for businesses; these services can reduce a firm’s need for some physical hardware and other legacy IT equipment.51 Subsequently, as more businesses in a wide range of industries adopt Internet of Things (IoT) and cloud computing solutions, data centers will be needed to reduce data traffic congestion and to transmit data across networks quicker and more efficiently.52 Altogether these factors are expected to drive employment growth in the computing infrastructure providers, data processing, web hosting, and related services industry (14.0 percent).
In addition, the rapid growth in data expected over the projections period will drive demand for mathematical science occupations to help businesses harness their data and analyze it to identify trends and inform decisions. These occupations will see employment growth across a wide range of sectors, such as professional, scientific, technical services; information; finance and insurance; government; healthcare; and other sectors.
Nearly all mathematical science occupations are expected to experience fast employment growth over the projections period, but employment in four occupations is projected to grow by more than 20 percent: data scientists, statisticians, actuaries, and operations research analysts. Data scientists are projected to be the third-fastest-growing occupation over 2022–32 (35.2 percent). They will be in demand across a range of industries and fields to build models and applications for the analysis and presentation of data.53 Likewise, employment for statisticians is expected to grow 31.6 percent from 2022–32, the fourth-fastest of all occupations. The rise of big data and demand for data analysis should drive demand for statisticians to apply statistical theory and methods to collect, prepare, interpret, and summarize data. Actuaries will be hired by insurance carriers and other companies to use big data to assess and forecast the risk of potential events (employment projected to grow 23.2 percent). Meanwhile, operations research analysts will be in demand to use and interpret data analysis to advise managers and other decisionmakers on business operations, supply chain management, price forecasting, and more (employment projected to grow 22.5 percent).
Strong consumer demand for digital entertainment should also support demand for streaming and internet broadcasting services and social media platforms. Many U.S. households continue to “cut the cord” on traditional paid TV services in favor of using only streaming services.54 According to survey data, the share of U.S. households that subscribe to a video-on-demand service rose from 52 percent in 2015 to 78 percent in 2022.55 Similarly, music streaming service subscriptions hit an all-time high of an average of 92 million subscribers in 2022 and represented about 84 percent of total 2022 recorded music revenue.56 Likewise, nearly three-quarters of Americans reported using some kind of social media site in 2021, which was up from half of all Americans in 2011.57
As streaming services and social media sites continue to grow in popularity and increasingly penetrate entertainment markets, employment is expected to grow in the media streaming distribution services, social networks, and other media networks and content providers industry. More workers will be needed to develop and upgrade the platforms; produce and release content; and perform other related activities. Meanwhile, it is likely that streaming providers will continue to invest in the production of original content to attract and retain subscribers, which will support demand for movie, TV, and video production and distribution. This should increase employment in the motion picture and video industries and for a variety of arts, design, entertainment, and media occupations, such as producers and directors, film and video editors, and special effects animators and artists.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
51 | Information | 3,074.4 | 3,275.9 | 201.5 | 6.6 | 5th of 20 |
512100 | Motion picture and video industries | 437.6 | 463.7 | 26.1 | 6.0 | N/A |
513110 | Newspaper publishers | 100.4 | 81.3 | -19.1 | -19.0 | 278th of 292 |
513200 | Software publishers | 635.8 | 748.7 | 112.9 | 17.8 | 18th of 292 |
516110 | Radio broadcasting stations | 52.5 | 43.1 | -9.4 | -17.9 | 277th of 292 |
516210 | Media streaming distribution services, social networks, and other media networks and content providers | 237.5 | 251.5 | 14.0 | 5.9 | 62nd of 292 |
518000 | Computing infrastructure providers, data processing, web hosting, and related services | 466.3 | 531.7 | 65.4 | 14.0 | 23rd of 292 |
519000 | Web search portals, libraries, archives, and other information services | 189.2 | 225.8 | 36.6 | 19.4 | 12th of 292 |
15-0000 | Computer and mathematical occupations | 5,277.6 | 6,081.4 | 803.8 | 15.2 | 2nd of 22 |
15-1252 | Software developers | 1,594.5 | 2,004.9 | 410.4 | 25.7 | 10th of 832 |
15-2011 | Actuaries | 30.0 | 36.9 | 7.0 | 23.2 | 12th of 832 |
15-2031 | Operations research analysts | 109.9 | 134.7 | 24.7 | 22.5 | 14th of 832 |
15-2041 | Statisticians | 33.3 | 43.9 | 10.5 | 31.6 | 4th of 832 |
15-2051 | Data scientists | 168.9 | 228.2 | 59.4 | 35.2 | 3rd of 832 |
27-0000 | Arts, design, entertainment, sports, and media occupations | 3,071.1 | 3,187.0 | 115.9 | 3.8 | 12th of 22 |
27-1014 | Special effects artists and animators | 89.3 | 96.6 | 7.4 | 8.2 | 103rd of 832 |
27-2012 | Producers and directors | 175.3 | 187.0 | 11.7 | 6.7 | 147th of 832 |
27-4032 | Film and video editors | 51.0 | 55.8 | 4.8 | 9.4 | 84th of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. Motion picture and video industries is a summary level industry and therefore is not ranked. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
The transportation and warehousing sector is projected to be the fourth-fastest-growing sector over the 2022–32 decade. This sector is also projected to add close to 570,000 new jobs over the period, the third-largest increase among all sectors. The vast majority of these employment gains will stem from only two industries: couriers and express delivery services and warehousing and storage. These industries rank among the top 15 industries expected to add the most jobs from 2022 to 2032. Moreover, the local messengers and local delivery industry is projected to grow the fastest of all transportation and warehousing industries. Another notable industry in this sector is freight transportation arrangement, as it is likewise expected to see much faster job growth than the average for the entire economy.
The expansion of e-commerce is set to drive rapid employment growth across those four industries: couriers and express delivery services, warehousing and storage, local messengers and local delivery, and freight transportation arrangement. During the 2010s, e-commerce was already taking business away from brick-and-mortar retail stores.58 The onset of the COVID-19 pandemic accelerated this trend, as it prompted consumers to shift their spending online to avoid in-person shopping. Although consumers are returning to their prepandemic spending patterns, e-commerce activity has nevertheless remained strong.59 For instance, total e-commerce sales crossed the $1 trillion mark for the first time in 2022, increasing by more than 27 percent in only 2 years when the pandemic boosted sales in 2020.60 E-commerce’s share of total retail sales has grown as well, from 4.5 percent in 2010, to 10.6 percent in 2019, and then to 14.6 percent in 2020 as a result of the pandemic—a share that has remained largely stable since then.61 Over the coming years, it is expected that both e-commerce sales and market share will continue to gain ground.62
As consumers increasingly shop online and more businesses turn to selling their products online, more goods are expected to be shipped on an on-demand basis. This increasing volume of parcels that need delivery is expected to create strong demand for couriers and express delivery services, fueling employment growth within this industry.63 At the same time, with the expected increase in freight activity, demand for logistics coordination services is bound to increase as well, contributing to solid job growth in the freight transportation arrangement industry.64 Establishments in this industry specialize in making the proper transportation arrangements with carriers to get goods to their destination. One occupation that is set to benefit from the growing demand for freight forwarding services is cargo and freight agents. Notably, this occupation is expected to have the fastest employment growth within the office and administrative support occupational group; this is in contrast to the employment decline projected for the group overall.
Meanwhile, food and grocery delivery is an e-commerce segment expected to contribute to strong job growth in the local messengers and local delivery industry. Demand for food delivery services was already growing prior to the pandemic, with the market doubling in size from 2018 to 2019.65 The advent of food delivery apps contributed to this growth, as they offered convenience to consumers and enabled restaurants to broaden their customer base. And as with e-commerce generally, the onset of the pandemic fueled demand further. By 2021, the food delivery market had grown to more than 4 times its size in 2018.66
Similarly, grocery delivery services have seen increased use, a trend that predated the pandemic as well. While about 23 percent of adults reported buying groceries online in 2018, roughly 37 percent did in 2019. This share jumped during the pandemic, to 52 percent in 2020 and further to 59 percent in 2021.67 Although the proportion of those who shop and intend to shop for groceries online subsided through 2022, they both remained well above their prepandemic levels.68 Demand for online grocery shopping appears to remain strong. Another survey from late 2022 found that over 55 percent of shoppers were buying groceries online more frequently than before.69 Both the grocery and meal delivery markets are expected to expand further, and thus lead to rapid job growth in the local messengers and local delivery industry.70 Although driver/sales workers do not have a high concentration of employment in this industry, the increasing use of food delivery services is nevertheless expected to augment demand for this occupation. It is projected that employment of driver/sales workers will grow faster than the all-occupation average from 2022 to 2032.
E-commerce growth is also anticipated to raise demand for warehousing and storage services as online order fulfillment requires a much larger logistics space than the storage capacity available at traditional stores.71 Therefore, more warehousing space will be needed to accommodate and process the growing number of products purchased online. In addition, companies are taking on larger inventories to avoid the effects of supply chain disruptions such as those created by the pandemic, increasing warehouse demand further.72 Demand for warehouses is likewise likely to increase because of the need to have inventories closer to the end consumer in order to meet customer demands for fast delivery.73
At the same time, warehouses are adopting various automated systems to operate more efficiently. These include technologies like robotic shuttle carts, pocket sortation systems, and packaging machines that automate the warehouse functions of picking, sorting, and packaging.74 During the pandemic e-commerce boom, demand for warehouse automation picked up considerably, a trend that is likely to persist over the coming years.75 Thanks to technological advancements and falling costs, warehouse robotics in particular are poised to further permeate the industry. Although the productivity gains stemming from the continued embrace of automation are likely to limit labor demand, this effect is expected to be outweighed by the substantial demand for warehousing and storage services coming from e-commerce growth—therefore supporting strong job growth in the industry overall.
As for occupations, the rapid job growth projected for the four industries above will contribute to fast or large employment gains between 2022 and 2032 for various occupations tied to the areas of e-commerce and logistics. These occupations are primarily concentrated in the transportation and material moving occupational group. Chief among them are light truck drivers, which are projected to be the second-fastest-growing occupation in the group. Stockers and order fillers and hand laborers and freight, stock, and material movers are two related occupations expected to see faster job growth than the average for all occupations. Along with heavy and tractor-trailer truck drivers—another occupation poised to benefit from e-commerce growth—these 4 occupations account for more than 70 percent of the new jobs expected to be added by the transportation and material moving group. They also rank among the 15 occupations projected to add the most jobs over the 2022–32 decade.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
48-49 | Transportation and warehousing | 6,651.1 | 7,221.0 | 569.9 | 8.6 | 4th of 20 |
488500 | Freight transportation arrangement | 268.0 | 293.5 | 25.5 | 9.5 | 39th of 292 |
492100 | Couriers and express delivery services | 941.2 | 1,107.9 | 166.7 | 17.7 | 19th of 292 |
492200 | Local messengers and local delivery | 187.8 | 223.7 | 35.9 | 19.1 | 15th of 292 |
493000 | Warehousing and storage | 1,936.8 | 2,191.1 | 254.3 | 13.1 | 25th of 292 |
43-0000 | Office and administrative support occupations | 19,891.4 | 18,663.8 | -1,227.6 | -6.2 | 22nd of 22 |
43-5011 | Cargo and freight agents | 95.9 | 105.2 | 9.3 | 9.7 | 80th of 832 |
53-0000 | Transportation and material moving occupations | 14,302.8 | 15,082.2 | 779.4 | 5.4 | 9th of 22 |
53-3031 | Driver/sales workers | 541.0 | 582.9 | 41.9 | 7.7 | 118th of 832 |
53-3032 | Heavy and tractor-trailer truck drivers | 2,192.3 | 2,281.5 | 89.3 | 4.1 | 302nd of 832 |
53-3033 | Light truck drivers | 1,164.6 | 1,298.4 | 133.8 | 11.5 | 62nd of 832 |
53-7062 | Laborers and freight, stock, and material movers, hand | 2,988.5 | 3,147.3 | 158.8 | 5.3 | 209th of 832 |
53-7065 | Stockers and order fillers | 2,851.6 | 3,030.3 | 178.6 | 6.3 | 162nd of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
The retail trade sector is projected to have the steepest and largest employment decline of any sector between 2022 and 2032. Most of the sector’s job losses, almost 55 percent, are concentrated in three industries: electronics and appliance retailers, general merchandise retailers, and grocery and specialty food retailers. These three industries rank among the five industries projected to lose the most jobs from 2022 to 2032.
As with the transportation and warehousing sector, e-commerce growth is one major factor expected to affect retail trade employment. Prior to the pandemic, consumers’ gradual shift towards online shopping and strong price competition from e-retailers was already pressuring margins and reducing business at brick-and-mortar stores, which led to a reduction of staffing levels.76 With the onset of the pandemic, e-commerce penetration in retail surged, prompting businesses to readjust operations to keep pace. One common strategy used was to offer consumers "buy online, pickup in store" (BOPIS) options, which proved to be widely popular.77 Although consumers returned to in-person shopping as the effects of the pandemic dissipated, demand for BOPIS remains strong. For instance, a 2022 study showed that among consumers who bought groceries online, the most popular option to collect their orders was through curbside pickup, another form of BOPIS, which was followed by the options of home delivery and in-store pickup.78 The report also found that uptake of these three fulfillment methods rose significantly from 2021 to 2022.
Although retailers’ adoption of omnichannel strategies—whereby customers are offered the choice to purchase products offline or online, such as through BOPIS—is likely to support employment demand in some retail segments, fewer jobs in the retail trade sector overall are nevertheless expected. For example, more jobs supported by online purchases would be found in other sectors, such as in transportation and warehousing, as discussed in the previous section. In addition, retailers are embarking on new strategies to respond to changing consumer spending behavior. For instance, large merchandise retailers and grocery stores are experimenting with reducing size formats, opening smaller stores to enter new markets.79 Smaller stores may translate into less staffing needs. Moreover, readjusting strategy means shutting down stores too. This may be the case in unprofitable locations, as a way to save money, or again because of growing online competition.80 Other business practices may put downward pressure on employment as well, such as the continued adoption of self-checkout machines. Customers are becoming more accustomed to them while retailers continue to roll them out; this includes establishing stores with self-checkout options only.81 One occupation that is directly affected by this practice is cashiers given that customers take on the task of scanning items, a task that was previously performed by the worker.
The sales and related occupational group, which is closely tied to the retail trade sector, is expected to see the second-largest employment decline between 2022 and 2032, with job losses primarily driven by three occupations—cashiers, retail salespersons, and first-line supervisors of retail sales workers. Cashiers were the fifth-largest occupation in the economy in 2022. Not only are these workers projected to lose the most jobs within the group, but also to lose more jobs than any other occupation; it is projected that about 348,100 positions will be lost. Moreover, these 3 occupations rank among the 15 occupations expected to lose the most jobs from 2022 to 2032.82
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
44-45 | Retail trade | 15,475.4 | 14,946.3 | -529.1 | -3.4 | 20th of 20 |
4450A1 | Grocery and specialty food retailers | 3,015.2 | 2,932.0 | -83.2 | -2.8 | 221st of 292 |
449200 | Electronics and appliance retailers | 446.5 | 338.5 | -108.0 | -24.2 | 286th of 292 |
455000 | General merchandise retailers | 3,136.5 | 3,038.9 | -97.6 | -3.1 | 224th of 292 |
41-0000 | Sales and related occupations | 14,476.4 | 14,102.0 | -374.5 | -2.6 | 20th of 22 |
41-1011 | First-line supervisors of retail sales workers | 1,405.8 | 1,311.8 | -94.0 | -6.7 | 731st of 832 |
41-2011 | Cashiers | 3,345.8 | 2,997.7 | -348.1 | -10.4 | 768th of 832 |
41-2031 | Retail salespersons | 3,765.6 | 3,686.4 | -79.1 | -2.1 | 648th of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
The clean energy transition is expected to be the main driver of fast growth for 4 of the top 15 fastest growing industries and 2 of the top 15 fastest growing occupations. Renewable energy generation has increased at a robust rate over the last decade and is expected to continue to expand considerably over the 2022–32 decade. The increasing penetration of renewables in the energy market has been driven by several key factors, which include lower production costs compared with fossil fuel electric power generation.83 Government policies and technological advancements in renewable energy infrastructure and battery storage have also played an important role in the clean energy transition.84
Renewable energy represented nearly 22 percent of total U.S. utility-scale electricity generation in 2022, up from 12 percent 10 years prior.85 In particular, wind energy, which generated the most electricity of any renewable energy source in 2022, and solar energy experienced rapid growth in net generation over the previous decade.86 These renewable energy sources will continue to expand at a strong rate in the coming years.87 Similarly, the generating capacity for emerging clean energy sources, such as geothermal energy and tidal power, is expected to increase relative to their 2022 capacity.88
The Inflation Reduction Act (IRA) of 2022 earmarked over $360 billion in new federal spending and established tax credits to support the adoption and use of clean energy.89 The IRA is expected to generate new momentum in the shift away from fossil fuel electric power generation toward renewable energy, namely wind and solar electric power generation. IRA tax credits and incentives are expected to fuel major investments in clean energy infrastructure and generation over the projections period.90 Moreover, these investments paired with falling capital expenses are expected to further reduce the cost of renewable energy generation.91
Solar electric power generation, geothermal electric power generation, and wind electric power generation are projected to be the three fastest growing industries in the economy; all are projected to grow around 60 percent over the 2022–32 period. (See chart 6.) The other electric power generation industry, which includes tidal power, is expected to be the fourth-fastest-growing industry at 46.2 percent. The very fast growth rates projected for these industries are partially due to their small size; all had employment levels of less than 10,000 in 2022. Combined, they are expected to add only about 12,200 new jobs over the decade.
Demand for renewable energy will also translate to strong demand for the occupations tied to their operation, primarily wind turbine service technicians and solar photovoltaic installers. An expected increase in wind energy generation over the projections period should, in turn, create new job opportunities for wind turbine service technicians to inspect, adjust, or repair wind turbines. The employment of wind turbine service technicians is projected to grow the fastest of any occupation, at 44.9 percent. (See chart 7.) By the same token, increased solar energy deployment should, in turn, drive demand for solar photovoltaic installers to assemble and install solar photovoltaic systems. Employment of solar photovoltaic installers is projected to grow 22.3 percent over the projections period. However, because these are small occupations, the fast projected growth will result in a limited number of jobs added over the projections decade (5,000 and 6,600, respectively).
The corollary to lower costs for renewable energy and increased renewable energy generation is displacement of fossil fuel electric power generation. Electric power generation from coal-fired power plants declined notably over the last decade, and incentives supporting clean energy are expected to further reduce coal-fired power generation over the 2022–32 decade. 92 The Energy Information Administration projects electricity generation from coal to decline approximately 50 percent by 2032 because of the acceleration in the retirement of coal-fired power plants.93 The increasing competitiveness of renewable energy is expected to also reduce the share of natural gas electric power generation over the projections period, which was the largest source of electricity generation in 2022.94
Consequently, employment in fossil fuel electric power generation is projected to decline by 35.4 percent from 2022 to 2032; this is the third-steepest decline of all industries. Job losses in the fossil fuel electric power generation industry will largely drive the overall decline in the utilities sector, despite strong growth in renewable energy generation. Meanwhile, the reduced use of coal-fired power will put downward pressure on the demand for coal. This will lead to continued declines in coal mining, which is projected to have the sharpest decline in employment of all industries (–43.3 percent). The projected decline in the coal mining industry contributes to job losses in the broader mining, quarrying, and oil and gas extraction sector.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
21 | Mining, quarrying, and oil and gas extraction | 559.9 | 545.4 | -14.5 | -2.6 | 18th of 20 |
212100 | Coal mining | 40.4 | 22.9 | -17.5 | -43.3 | 292nd of 292 |
22 | Utilities | 553.6 | 539.2 | -14.4 | -2.6 | 19th of 20 |
221112 | Fossil fuel electric power generation | 74.3 | 48.0 | -26.3 | -35.4 | 290th of 292 |
221114 | Solar electric power generation | 8.4 | 13.5 | 5.1 | 60.7 | 1st of 292 |
221115 | Wind electric power generation | 8.0 | 12.9 | 4.8 | 60.4 | 3rd of 292 |
221116 | Geothermal electric power generation | 1.2 | 1.9 | 0.7 | 60.5 | 2nd of 292 |
221118 | Other electric power generation | 3.4 | 4.9 | 1.6 | 46.2 | 4th of 292 |
47-0000 | Construction and extraction occupations | 7,335.5 | 7,520.6 | 185.1 | 2.5 | 14th of 22 |
47-2231 | Solar photovoltaic installers | 29.4 | 35.9 | 6.6 | 22.3 | 15th of 832 |
49-0000 | Installation, maintenance, and repair occupations | 6,315.3 | 6,543.7 | 228.4 | 3.6 | 13th of 22 |
49-9081 | Wind turbine service technicians | 11.2 | 16.2 | 5.0 | 44.9 | 1st of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
Employment in the manufacturing sector is projected to decline slightly (–0.9 percent) over the 2022–32 decade as manufacturers continue to automate processes to improve production efficiency and throughput.95 The manufacturing sector is projected to lose 113,400 jobs over the decade, the second-largest decline after that in retail trade. In turn, employment of production occupations, which are predominantly employed by the manufacturing sector, is also expected to decline over the period. Employment of the production occupational group is projected to decline 3.2 percent from 2022 to 2032. Furthermore, production occupations account for 13 of the 30 occupations expected to experience the fastest employment declines over the projections period.96
Despite the overall decline in manufacturing employment, some manufacturing industries are expected to experience faster-than-average employment growth over the projections period. These industries are expected to benefit from strong demand for their products, government industrial policies that incentivize the domestic production of certain goods, and the reshoring of some manufacturing to the United States. Among these industries are battery and semiconductor manufacturing. The expected expansion of U.S. production of these goods is projected to generate new jobs in manufacturing over the projections period.
The other electrical equipment and component manufacturing industry, which includes battery manufacturing, is projected to have the fastest employment growth of any manufacturing industry and is projected to be the fifth-fastest-growing industry overall. Stronger demand for electric vehicle (EV) batteries and energy battery storage systems is expected to result in a notable expansion in U.S. battery manufacturing capacity and, subsequently, fast employment growth in battery production.
EV adoption is expected to accelerate over the coming decade, and as a result, EVs are expected to account for a sizeable share of the new vehicle market by 2032.97 The IRA extended the existing federal tax credit for consumers purchasing a new clean energy vehicle, which should continue to support consumer demand for EVs.98 Moreover, the vehicle must meet certain battery sourcing criteria for models to be eligible for the maximum tax credit. By the 2032 projections target year, 100 percent of the value of battery components must be manufactured or assembled in North America to qualify for the tax credit, which should incentivize automakers to source some of their EV batteries from the United States.99 In addition, the legislation included domestic production incentives, such as tax credits for manufacturers of EV batteries and renewable energy battery systems.100 These factors are expected to drive more investment in U.S. EV battery production in the coming decade.101
At the same time, demand for battery storage systems is expected to rise markedly as renewable energy capacity continues to expand. Intermittent generation from wind and solar infrastructure will require battery storage to help smooth transmission across peak demand hours and ensure stable energy supply.102 In many cases, wind and utility-scale solar projects are now being built with large battery systems.103 A record 4.8 gigawatts of battery storage was added in 2022, and battery storage capacity is set to expand significantly over the next decade.104 This trend should additionally support battery production and employment in the other electrical equipment and component manufacturing industry.
Semiconductor manufacturing is another manufacturing industry expected to benefit from strong demand fundamentals, government policies, and the reshoring of some manufacturing. Demand for semiconductors is expected to grow notably over the projections period. Semiconductors are fundamental to electronics and thus prevalent in smartphones, personal computers, and other electronic devices. They are also increasingly used in other products with electronic capabilities, such as vehicles, aircraft, military equipment, industrial machinery, and medical devices.105 For instance, the development of semiautonomous vehicles and the inclusion of advanced safety systems in most new cars and trucks are expected to increase the number of semiconductors needed in automotives over the projections period.106 In addition, development of fifth generation mobile network (5G) and IoT devices will fuel demand for semiconductors that will enable the storage and transmission of data on these devices.107 Meanwhile, AI and other emerging technologies will require cutting-edge and high-performance semiconductors to meet the complex computing and processing requirements of these technologies.108
The Creating Helpful Incentives to Produce Semiconductors (CHIPS) and Science Act, enacted on August 9, 2022, was designed to direct more federal investment into domestic semiconductor production.109 The bill allocated $39 billion in semiconductor manufacturing incentives and established a 25.0-percent investment tax credit for capital expenses for semiconductor manufacturing and related equipment to encourage new investments in semiconductor fabrication plants.110
The combination of strong demand for semiconductors and incentives provided through the CHIPS and Science Act has increased investment in domestic semiconductor manufacturing in recent years and is expected to fuel additional investments over the projections period.111 Construction spending in manufacturing reached over $108 billion in 2022, which marked a record high and surpassed new construction spending related to healthcare, education, and office buildings.112 Notably, semiconductor and EV battery manufacturing plants are estimated to have represented nearly half of all manufacturing construction starts by square footage in 2022.113
As a result of these trends, employment in the semiconductor and other electronic component manufacturing industry is projected to grow at a faster-than-average rate of 8.0 percent over the projections period. Employment of semiconductor processing technicians, over 90 percent of which were employed in this industry in 2022, is also projected to grow 8.0 percent from 2022–32, the second-fastest growth rate of all production occupations.
NAICS or SOC code | Industry or occupation title | Employment, 2022 | Employment, 2032 | Numeric change, 2022–32 | Percent change, 2022–32 | Rank |
---|---|---|---|---|---|---|
N/A | Total employment | 164,482.6 | 169,148.1 | 4,665.5 | 2.8 | N/A |
31-33 | Manufacturing | 12,825.7 | 12,712.3 | -113.4 | -0.9 | 16th of 20 |
334400 | Semiconductor and other electronic component manufacturing | 386.3 | 417.1 | 30.8 | 8.0 | 48th of 292 |
335900 | Other electrical equipment and component manufacturing | 152.2 | 204.9 | 52.7 | 34.6 | 5th of 292 |
51-0000 | Production occupations | 9,134.5 | 8,845.8 | -288.7 | -3.2 | 21st of 22 |
51-9141 | Semiconductor processing technicians | 24.6 | 26.6 | 2.0 | 8.0 | 112th of 832 |
Note: Industry or occupation code refers to the 2022 North American Industry Classification System (NAICS) or 2018 Standard Occupational Classification (SOC), respectively. Employment is listed in thousands of jobs. Employment for industries is wage and salary. Employment for occupations is total employment, which includes wage and salary employment in all industries and self-employment. Ranks refer to the rank of the employment percent change relative to all 20 sectors, 292 detailed industries, 22 occupational groups, or 832 detailed occupations. N/A = Not applicable. Source: U.S. Bureau of Labor Statistics. |
Most of the projected employment gains over the 2022–32 decade will occur in the healthcare and social assistance; professional, scientific, and technical services; and the transportation and warehousing sectors. An aging population and the growing prevalence of chronic conditions will drive rapid employment growth among occupations that provide healthcare or services related to healthcare.
Additionally, mathematical science and computer occupations are projected to be among the fastest growing occupations because of the growing demand for information technology (IT) products and digital services, which is also expected to bolster job growth in some information industries. Moreover, the industries expected to experience the fastest employment growth from 2022 to 2032 are those tied to renewable energy generation; this is in part because of recently passed legislation that aims to further support the clean energy transition.
Although the continued growth of e-commerce is set to fuel solid job growth among industries and occupations tied to the field of logistics, the growing popularity of online shopping is expected to contribute to lower employment across retail trade industries. Meanwhile, many industries and occupations tied to manufacturing are projected to experience job losses because of the continued adoption of automation technologies, but the expected increase in battery and semiconductor production are poised to generate new manufacturing jobs between 2022 and 2032.
Javier Colato and Lindsey Ice, "Industry and occupational employment projections overview and highlights, 2022–32," Monthly Labor Review, U.S. Bureau of Labor Statistics, October 2023, https://doi.org/10.21916/mlr.2023.24
1 Kevin S. Dubina, "Labor force and macroeconomic projections overview and highlights, 2022–32," Monthly Labor Review, September 2023, https://doi.org/10.21916/mlr.2023.21.
2 For a more detailed discussion of the U.S. Bureau of Labor Statistics (BLS) Employment Projections methodology, see “Employment projections: overview,” Handbook of Methods (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/opub/hom/emp/.
3 Discussion of sectors in this article refers to North American Industry Classification System (NAICS) two-digit sectors. For a list of all two-digit NAICS sectors, see “Industries at a glance: industries by supersector and NAICS code” (U.S. Bureau of Labor Statistics, August 23, 2023), https://www.bls.gov/iag/tgs/iag_index_naics.htm.
4 Discussion of industries in this article refers to three-, four-, five-, or six-digit level NAICS industries. For a list of all NAICS industries that BLS projects employment for, see “Table 1.9 2022–32 Industry-occupation matrix data, by industry,” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/industry-occupation-matrix-industry.htm.
5 See, “Table 1.1 Employment by major occupational group, 2022 and projected 2032 (numbers in thousands),” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/emp-by-major-occupational-group.htm.
6 Employment data for NAICS sectors and industries cover wage and salary employment. Employment data for occupational groups and occupations cover wage and salary employment and self-employment.
7 For detailed industry output projections, see “Table 2.11 Employment and output by industry (employment in thousands of jobs; output in billions of chained 2012 dollars),” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/industry-employment-and-output.htm.
8 Michael J. Handel, "Growth trends for selected occupations considered at risk from automation," Monthly Labor Review, July 2022, https://doi.org/10.21916/mlr.2022.21.
9 Data refer to the civilian noninstitutional population (CNIP). For CNIP data, see “Table 3.2 Civilian noninstitutional population by age, sex, race, and ethnicity, 2002, 2012, 2022, and projected 2032 (numbers in thousands),” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/civilian-noninstitutional-population.htm.
10 Ibid.
11 Peter Boersma, Lindsey I. Black, and Brian W. Ward, “Prevalence of multiple chronic conditions among U.S. adults, 2018,” Preventing Chronic Disease, vol. 17 (Centers for Disease Control and Prevention, September 17, 2020), https://www.cdc.gov/pcd/issues/2020/20_0130.htm.
12 Jared Ortaliza, Matthew McGough, Emma Wager, Gary Claxton, and Krutika Amin, “How do health expenditures vary across the population?,” The Peterson-KFF Health System Tracker, November 12, 2021, https://www.healthsystemtracker.org/chart-collection/health-expenditures-vary-across-population/.
13 Halsted R. Holman, “The relation of the chronic disease epidemic to the health care crisis,” ACR Open Rheumatology, vol. 2, no. 3, March 2020, pp. 167–173, https://onlinelibrary.wiley.com/doi/10.1002/acr2.11114.
14 “Table 21. Selected health conditions and risk factors, by age: United States, selected years 1988–1994 through 2017–2018,” Health, United States, 2019 (National Center for Health Statistics, 2021), https://www.ncbi.nlm.nih.gov/books/NBK569311/table/ch3.tab21/.
15 “About chronic diseases” (Centers for Disease Control and Prevention, last reviewed July 21, 2022), https://www.cdc.gov/chronicdisease/about/index.htm.
16 Beth Mole, “90% of US has a poor diet, and 25% doesn’t exercise,” Ars Technica, January 24, 2022, https://arstechnica.com/science/2022/01/even-before-covid-americans-were-failing-at-health-basics-diet-exercise/.
17 “New study projects steep rise in CV diseases in the US by 2060,” ACC News Story (American College of Cardiology, August 2, 2022), https://www.acc.org/Latest-in-Cardiology/Articles/2022/08/01/20/31/New-Study-Projects-Steep-Rise-in-CV-Diseases-in-the-US-by-2060.
18 Dawn Carter, “Physician assistants: the future of team-based care?,” Ascendient, January 31, 2022, https://www.ascendient.com/insights/blog/physician-assistants-the-future-of-team-based-care/.
19 “Home- and community-based services” (Medicaid and CHIP Payment and Access Commission, March 24, 2022), https://www.macpac.gov/subtopic/home-and-community-based-services/.
20 “Majority of aging adults likely to age in place” (Freddie Mac, May 23, 2022), https://www.freddiemac.com/research/consumer-research/20220523-majority-aging-adults-likely-age-place.
21 Catherine A. Okoro, NaTasha D. Hollis, Alissa C. Cyrus, and Shannon Griffin-Blake, “Prevalence of disabilities and health care access by disability status and type among adults—United States, 2016,” Morbidity and Mortality Weekly Report, vol. 67, no. 32 (Centers for Disease Control and Prevention, August 17, 2018), pp. 882–887, https://www.cdc.gov/mmwr/volumes/67/wr/mm6732a3.htm.
22 “Disability and health related conditions” (Centers for Disease Control and Prevention, last reviewed September 16, 2020), https://www.cdc.gov/ncbddd/disabilityandhealth/relatedconditions.html.
23 Jennifer H. Madans, Julie D. Weeks, and Nazik Elgaddal, “Hearing difficulties among adults: United States, 2019,” NCHS Data Brief, no. 414 (National Center for Health Statistics, July 2021), https://www.cdc.gov/nchs/products/databriefs/db414.htm.
24 “What is dementia? Symptoms, types, and diagnosis” (National Institute on Aging, last reviewed December 8, 2022), https://www.nia.nih.gov/health/what-is-dementia.
25 Beth Ann Mayer, “Complementary and alternative medicine is becoming less ‘alternative’—here’s why,” Healthline, May 19, 2021, https://www.healthline.com/health/why-more-people-are-turning-to-complementary-and-alternative-medicine.
26 “Does Medicare pay for chiropractic care and treatment?” (Humana, May 30, 2023), https://www.humana.com/medicare/medicare-resources/chiropractic-care; and “Is acupuncture covered by Medicare?” (Humana, May 30, 2023), https://www.humana.com/medicare/medicare-resources/does-medicare-cover-acupuncture.
27 Deborah Dowell, Kathleen R. Ragan, Christopher M. Jones, Grant T. Baldwin, and Roger Chou, “CDC clinical practice guideline for prescribing opioids for pain—United States, 2022,” Morbidity and Mortality Weekly Report, vol. 71, no. 3 (Centers for Disease Control and Prevention, November 4, 2022), pp. 1–95, https://www.cdc.gov/mmwr/volumes/71/rr/rr7103a1.htm.
28 “Key substance use and mental health indicators in the United States: results from the 2019 national survey on drug use and health,” HHS Publication No. PEP20-07-01-001, NSDUH Series H-55 (Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration, September 11, 2020), figure 45, https://www.samhsa.gov/data/report/2019-nsduh-annual-national-report.
29 “Key substance use and mental health indicators in the United States: results from the 2021 national survey on drug use and health,” HHS Publication No. PEP22-07-01-005, NSDUH Series H-57 (Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration,
January 4, 2023), figure 31, https://www.samhsa.gov/data/report/2021-nsduh-annual-national-report.
30 “Key substance use and mental health indicators in the United States: results from the 2019 national survey on drug use and health,” figure 51.
31 “Key substance use and mental health indicators in the United States: results from the 2021 national survey on drug use and health,” figure 41.
32 “Key substance use and mental health indicators in the United States: results from the 2019 national survey on drug use and health,” figure 74.
33 “Key substance use and mental health indicators in the United States: results from the 2021 national survey on drug use and health,” figure 64.
34 “2022 NAICS Definition–541 Professional, scientific, and technical services” (U.S. Census Bureau, 2022), https://www.census.gov/naics/?input=541&year=2022&details=541.
35 Eric Knorr, “The great cloud computing surge,” InfoWorld, June 14, 2021, https://www.infoworld.com/article/3621752/the-great-cloud-computing-surge.html.
36 “IT outsourcing–United States,” Statista (July 2023), https://www.statista.com/outlook/tmo/it-services/it-outsourcing/united-states#revenue.
37 Ian Thomas, “The FBI is worried about a wave of cyber crime against America’s small businesses,” CNBC, December 16, 2022, https://www.cnbc.com/2022/12/16/fbi-7-billion-lost-in-criminal-hacks-most-victims-small-businesses.html; and Lauren Coleman-Lochner, “Hospital cyber attacks surge, risking struggling bottom lines,” Bloomberg, June 23, 2023, https://www.bloomberg.com/news/articles/2023-06-23/hospital-cyber-attacks-surge-risking-struggling-bottom-lines.
38 Brianna Wessling, “A3: robot sales reach a new high in 2022,” The Robot Report, February 10, 2023, https://www.therobotreport.com/a3-robot-sales-reach-a-new-high-in-2022/; and Michael Chui, Bryce Hall, Helen Mayhew, Alex Singla, and Alex Sukharevsky, “The state of AI in 2022—and a half decade in review” (McKinsey & Company, December 6, 2022), https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-in-2022-and-a-half-decade-in-review.
39 Elizabeth Beckett, “Demand for AI skills continues climbing,” Lightcast, April 3, 2023, https://lightcast.io/resources/blog/demand-for-ai-skills-continues-climbing.
40 “2022 NAICS definition–51 Information” (U.S. Census Bureau, 2022), https://www.census.gov/naics/?input=51&year=2022&details=51.
41 Adam Grundy, “Internet crushes traditional media: from print to digital” (U.S. Census Bureau, June 7, 2022), https://www.census.gov/library/stories/2022/06/internet-crushes-traditional-media.html; and Christopher St. Aubin, “Audio and podcasting fact sheet” (Pew Research Center, June 15, 2023), https://www.pewresearch.org/journalism/fact-sheet/audio-and-podcasting/.
42 A. Guttmann, “Time spent per day with digital versus traditional media in the United States from 2011 to 2025,” Statista, August 29, 2023, https://www.statista.com/statistics/565628/time-spent-digital-traditional-media-usa/.
43 Hannah Ritchie, Edouard Mathieu, Max Roser, and Esteban Ortiz-Ospina, "Internet,” Our World in Data (2023), https://ourworldindata.org/internet; and Guttmann, “Time spent per day with digital versus traditional media in the United States from 2011 to 2025.”
44 Emily A. Vogels, Risa Gelles-Watnick, and Navid Massarat, “Teens, social media and technology 2022” (Pew Research Center, August 10, 2022), https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/; and Michelle Faverio, “Share of those 65 and older who are tech users has grown in past decade” (Pew Research Center, January 13, 2022), https://www.pewresearch.org/short-reads/2022/01/13/share-of-those-65-and-older-who-are-tech-users-has-grown-in-the-past-decade/.
45 Emily A. Vogels, “Some digital divides persist between rural, urban and suburban America” (Pew Research Center, August 19, 2021), https://www.pewresearch.org/short-reads/2021/08/19/some-digital-divides-persist-between-rural-urban-and-suburban-america/; Jacob Bogage, “Low-wage earners to get high-speed Internet for $30 in Biden program,” The Washington Post, May 9, 2022, https://www.washingtonpost.com/business/2022/05/09/biden-internet-discount/; and Brian Fung, “Here’s how much each state will get in the $42.5 billion broadband infrastructure plan,” CNN Business, June 26, 2023, https://www.cnn.com/2023/06/26/tech/broadband-infrastructure-biden/index.html#:~:text=More%20than%20%2442%20billion%20from,receive%20more%20than%20%241.8%20billion.
46 Vijay Gurbaxani, “What Gartner’s $4.4 trillion IT spending forecast tells us: it’s a software economy,” Forbes, April 8, 2022, https://www.forbes.com/sites/vijaygurbaxani/2022/04/08/what-gartners-44-trillion-it-spending-forecast-tells-us-its-a-software-economy/?sh=1330a10574cb; and “Software–United States,” Statista (March 2023), https://www.statista.com/outlook/tmo/software/united-states.
47 Kellen Browning, “The game awards returns with glitz and an industry asserting its muscle,” The New York Times, December 10, 2021, https://www.nytimes.com/2021/12/10/business/the-game-awards.html.
48 Scott Porter, John Harrison, Adrian Ang, Rich Golik, and Sandeep Gupta, “What’s possible for the gaming industry in the next dimension?” (Ernst & Young, 2022), https://www.ey.com/en_us/tmt/what-s-possible-for-the-gaming-industry-in-the-next-dimension; and Simon Read, “Gaming is booming and is expected to keep growing. This chart tells you all you need to know” (World Economic Forum, July 28, 2022), https://www.weforum.org/agenda/2022/07/gaming-pandemic-lockdowns-pwc-growth/.
49 “How much data is created every day and how to collect it,” CIO Bulletin, April 4, 2022, https://www.ciobulletin.com/big-data/how-much-data-is-created-every-day-and-how-to-collect-it.
50Glenn Solomon, "The cloud is still a multibillion-dollar opportunity. Here's why," Forbes, January 4, 2023, https://www.forbes.com/sites/glennsolomon/2023/01/04/the-cloud-is-still-a-multibillion-dollar-opportunity-heres-why/?sh=3e791bd14777; and Anirban Ghoshal, "Cloud spending forecast to grow despite faltering global economy," CIO, October 31, 2022, https://www.cio.com/article/410825/cloud-spending-forecast-to-grow-despite-faltering-global-economy.html.
51 Wayne Rash, “New cloud services let IT look beyond simple infrastructure,” PC Magazine, April 25, 2018, https://www.pcmag.com/news/new-cloud-services-let-it-look-beyond-simple-infrastructure.
52 Rich Miller, “After record growth in 2021, data centers are building bigger for 2022,” Data Center Frontier, April 1, 2022, https://www.datacenterfrontier.com/cloud/article/11427486/after-record-growth-in-2021-data-centers-are-building-bigger-for-2022.
53 Jori Hamilton, “A look at industry demand for data scientists,” TechTalks, July 25, 2021, https://bdtechtalks.com/2021/07/25/data-science-job-market/.
54 Todd Spangler, “Cord-cutting hits all-time high in Q1, as U.S. pay TV subscriptions fall to lowest level since 1992,” Variety, May 12, 2023, https://variety.com/2023/tv/news/cord-cutting-all-time-high-q1-2023-pay-tv-losses-1235610939/.
55 Ana Durrani and Samantha Allen, “The average American spends over 13 hours a day using digital media—here’s what they’re streaming,” Forbes, March 27, 2023, https://www.forbes.com/home-improvement/internet/streaming-stats/.
56 Joshua P. Friedlander and Matthew Bass, “Year-end 2022 RIAA revenue statistics” (Recording Industry Association of America, 2023), https://www.riaa.com/wp-content/uploads/2023/03/2022-Year-End-Music-Industry-Revenue-Report.pdf.
57 “Social media fact sheet” (Pew Research Center, April 7, 2021), https://www.pewresearch.org/internet/fact-sheet/social-media/.
58 Daniel Dorfman, “Retail trade employment: before, during, and after the pandemic,” Beyond the Numbers, vol. 11, no. 4 (U.S. Bureau of Labor Statistics, April 2022), https://www.bls.gov/opub/btn/volume-11/retail-trade-employment-before-during-and-after-the-pandemic.htm.
59 Matt Phillips, “Service sector claws back after COVID shift toward goods,” Axios, May 4, 2023, https://www.axios.com/2023/05/04/service-sector-claws-back-after-covid-shift-toward-goods.
60 “E-commerce retail sales (ECOMNSA)” (U.S. Census Bureau, FRED, Federal Reserve Bank of St. Louis, July 10, 2023), https://fred.stlouisfed.org/series/ECOMNSA#0; and “Quarterly retail e-commerce sales 4th quarter 2022,” U.S. Census Bureau News (U.S. Census Bureau, February 17, 2023), https://www2.census.gov/retail/releases/historical/ecomm/22q4.pdf.
61 “E-commerce retail sales as a percent of total sales (ECOMPCTSA)” (U.S. Census Bureau, FRED, Federal Reserve Bank of St. Louis, July 10, 2023), https://fred.stlouisfed.org/series/ECOMPCTSA.
62 Arielle Feger, “US ecommerce growth set to bounce back, boosted by digital grocery,” Insider Intelligence, March 28, 2023, https://www.insiderintelligence.com/content/us-ecommerce-growth-bounce-back-boosted-digital-grocery.
63 Musangi Muthui, “Industry analysis: couriers & local delivery services,” aiko beta, April 27, 2020, http://www.aikobeta.com/2020/04/27/industry-analysis-couriers-local-delivery-services/.
64 “Freight activity in the U.S. expected to grow fifty percent by 2050” (U.S. Bureau of Transportation Statistics, November 22, 2021), https://www.bts.gov/newsroom/freight-activity-us-expected-grow-fifty-percent-2050.
65 Kabir Ahuja, Vishwa Chandra, Victoria Lord, and Curtis Peens, “Ordering in: the rapid evolution of food delivery” (McKinsey & Company, September 22, 2021), https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/ordering-in-the-rapid-evolution-of-food-delivery.
66 Ibid.
67 Russell Redman, “Share of U.S. shoppers buying groceries online stabilizes,” Supermarket News, May 16, 2022, https://www.supermarketnews.com/online-retail/share-us-shoppers-buying-groceries-online-stabilizes.
68 Ibid.
69 Richard Mitchell, “Shoppers ramp up online grocery purchasing: survey,” Supermarket News, February 10, 2023, https://www.supermarketnews.com/online-retail/shoppers-ramp-online-grocery-purchasing-survey.
70 Cihan Uzunoglu, “U.S. meal and grocery delivery users doubled between 2017 and 2022,” ecommerceDB, June 7, 2023, https://ecommercedb.com/insights/u-s-meal-and-grocery-delivery-users-doubled-between-2017-and-2022/4495.
71 Matt Leonard, “Prologis: demand for warehouse space will rise alongside e-commerce growth,” Supply Chain Dive, June 18, 2020, https://www.supplychaindive.com/news/warehousing-e-commerce-prologis-report/580075/.
72 “The booming e-commerce industry and the increasing demand for warehouse space” (Hecht Group, January 18, 2023), https://www.hechtgroup.com/the-booming-e-commerce-industry-and-the-increasing-demand-for-warehouse-space/.
73 Ibid.
74 Elaine Porteous, “Warehouse automation starts with picking, sorting, packaging,” Practical Ecommerce, August 3, 2021, https://www.practicalecommerce.com/warehouse-automation-starts-with-picking-sorting-packaging.
75 Patrick Sisson, “Robots aren’t done reshaping warehouses,” The New York Times, July 12, 2022, https://www.nytimes.com/2022/07/12/business/warehouse-technology-robotics.html.
76 Dorfman, “Retail trade employment: before, during, and after the pandemic.”
77 Ash Kreider, “BOPIS is part of the post-pandemic landscape’s ‘new normal’,” iQmetrix, April 13, 2023, https://www.iqmetrix.com/blog/bopis-is-part-of-the-post-pandemic-landscapes-new-normal.
78 “More online grocery customers now opt for curbside pickup instead of delivery,” PYMNTS, July 6, 2023, https://www.pymnts.com/news/ecommerce/2023/egrocery-customers-21-percent-likelier-choose-curbside-than-on-demand-delivery/.
79 Janet Jones Kendall, “What’s the big deal with small-format retail?,” Smart Brief, March 3, 2023, https://corp.smartbrief.com/original/2023/03/whats-the-big-deal-with-small-format-retail.
80 Khristopher J. Brooks, “Wall Street says 50,000 retail stores will close in 5 years,” CBS News, April 13, 2023, https://www.cbsnews.com/news/retail-store-closings-prediction-ubs-analyst/.
81 Peyton Bigora, “Self-checkout is now the dominant checkout format in grocery, study says,” Grocery Dive, April 26, 2023, https://www.grocerydive.com/news/self-checkout-takes-lead-for-dominant-checkout-format-in-grocery/648650/.
82 See “Table 1.6 Occupations with the largest job declines, 2022 and projected 2032,” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/occupations-largest-job-declines.htm.
83 “Market drivers,” Green Power Markets (U.S. Environmental Protection Agency, last updated September 27, 2023), https://www.epa.gov/green-power-markets/market-drivers; and “What is energy transition?,” S&P Global Intelligence, February 24, 2020, https://www.spglobal.com/en/research-insights/articles/what-is-energy-transition.
84 “Market drivers” (U.S. Environmental Protection Agency); and “What is energy transition?,” S&P Global Intelligence.
85 Authors’ calculations; and “Electricity explained, electricity in the United States” (U.S. Energy Information Administration, last updated June 30, 2023), https://www.eia.gov/energyexplained/electricity/electricity-in-the-us.php.
86 “Electricity explained, electricity in the United States” (U.S. Energy Information Administration).
87 Annual energy outlook 2023 (U.S. Energy Information Administration, March 16, 2023), p. 9, https://www.eia.gov/outlooks/aeo/pdf/AEO2023_Narrative.pdf.
88 Joe Parsons, “IRA reduces cost barriers for geothermal heating and cooling,” Pluming & Mechanical Engineer (June 19, 2023), https://www.pmengineer.com/articles/96461-ira-reduces-cost-barriers-for-geothermal-heating-and-cooling; “Inflation Reduction Act tax credit opportunities for hydropower and marine energy” (U.S. Department of Energy), https://www.energy.gov/eere/water/inflation-reduction-act-tax-credit-opportunities-hydropower-and-marine-energy; and Anmar Frangoul, “U.S. to provide millions in funding for tidal energy and river current systems,” CNBC, October 19, 2022, https://www.cnbc.com/2022/10/19/us-to-provide-millions-in-funding-for-tidal-river-current-systems.html.
89 Emma Newburger, “The U.S. passed a historic climate deal this year—here’s a recap of what’s in the bill,” CNBC, December 30, 2022, https://www.cnbc.com/2022/12/30/2022-climate-recap-whats-in-the-historic-inflation-reduction-act.html.
90 Chris Seiple, “US Inflation Reduction Act set to make climate history” (Wood Mackenzie, August 19, 2022), https://www.woodmac.com/news/opinion/us-inflation-reduction-act-set-to-make-climate-history/; and “The US is poised for an energy revolution” (Goldman Sachs, April 17, 2023), https://www.goldmansachs.com/intelligence/pages/the-us-is-poised-for-an-energy-revolution.html.
91 Annual energy outlook 2023 (U.S. Energy Information Administration).
92 “Electricity explained, electricity in the United States” (U.S. Energy Information Administration).
93 Annual energy outlook 2023 (U.S. Energy Information Administration), table 9, https://www.eia.gov/outlooks/aeo/data/browser/#/?id=9-AEO2023&cases=ref2023&sourcekey=0; and ibid., p. 17.
94 Ibid., pp. 13–14; and “Electricity explained, electricity in the United States” (U.S. Energy Information Administration).
95 NRTC Automation, “What is the future of U.S. manufacturing?,” Industrial Machinery Digest, July 28, 2022, https://industrialmachinerydigest.com/industrial-news/columns/business/what-is-the-future-of-u-s-manufacturing/.
96 See “Table 1.5 Fastest declining occupations, 2022 and projected 2032,” Employment Projections (U.S. Bureau of Labor Statistics, last modified September 6, 2023), https://www.bls.gov/emp/tables/fastest-declining-occupations.htm.
97 Javier Colato and Lindsey Ice, “Charging into the future: the transition to electric vehicles,” Beyond the Numbers: Employment & Unemployment, vol. 12, no. 4 (U.S. Bureau of Labor Statistics, February 2023), https://www.bls.gov/opub/btn/volume-12/charging-into-the-future-the-transition-to-electric-vehicles.htm.
98 Julia Bush, “The Inflation Reduction Act: clean vehicle credits” (Center for Automotive Research, October 2022), p. 5. https://www.cargroup.org/wp-content/uploads/2022/10/IRA-Clean-Vehicle-Credits-Whitepaper.pdf.
99 Ibid., pp. 5–7.
100 “Building a clean energy economy: a guidebook to the Inflation Reduction Act’s investments in clean energy and climate action” (The White House, January 2023), https://www.whitehouse.gov/wp-content/uploads/2022/12/Inflation-Reduction-Act-Guidebook.pdf.
101 Julia Bush, “Automakers invest billions in North American EV and battery manufacturing facilities” (Center for Automotive Research, July 21, 2022), https://www.cargroup.org/automakers-invest-billions-in-north-american-ev-and-battery-manufacturing-facilities/; and “Treasury releases guidance to drive investment in critical minerals & battery supply chains in America” (The White House, March 31, 2023), https://www.whitehouse.gov/cleanenergy/clean-energy-updates/2023/03/31/treasury-releases-guidance-to-drive-investment-in-critical-minerals-battery-supply-chains-in-america/.
102 Annual energy outlook 2023 (U.S. Energy Information Administration), p. 15.
103 Ibid.
104 Andy Colthrope, “US installed almost as much battery storage in 2022 as previous two years combined,” Energy Storage News, March 15, 2023, https://www.energy-storage.news/us-installed-almost-as-much-battery-storage-in-2022-as-previous-two-years-combined/; and Annual energy outlook 2023 (U.S. Energy Information Administration), p. 15.
105 Sam L. Shead, “The global chip shortage is starting to have real-world consequences,” CNBC, May 7, 2021, https://www.cnbc.com/2021/05/07/chip-shortage-is-starting-to-have-major-real-world-consequences.html.
106 Debby Wu, Sohee Kim, and Ian King, “Why the world is short of computer chips, and why it matters,” Bloomberg, February 17, 2021, https://www.bloomberg.com/news/articles/2021-02-17/the-world-is-short-of-computer-chips-here-s-why-quicktake; and Lori Cameron, “As 5G approaches, semiconductor industry must combat friction points to make world of ‘smart everything’ a reality,” IEEE Computer Society (July 10, 2023), https://www.computer.org/publications/tech-news/trends/5G-semiconductor-industry-drives-smart-everything-iot.
107 Cameron, “As 5G approaches, semiconductor industry must combat friction points to make world of ‘smart everything’ a reality.”
108 “Semiconductors and artificial intelligence,” IEEE International Roadmap for Devices and Systems (2020), https://irds.ieee.org/topics/semiconductors-and-artificial-intelligence.
109 “Fact sheet: CHIPS and Science Act will lower costs, create jobs, strengthen supply chains, and counter China” (The White House, August 9, 2022), https://www.whitehouse.gov/briefing-room/statements-releases/2022/08/09/fact-sheet-chips-and-science-act-will-lower-costs-create-jobs-strengthen-supply-chains-and-counter-china/.
110 Ibid.
111 Ed Sperling, “Where all the semiconductor investments are going,” Semiconductor Engineering, November 17, 2022, https://semiengineering.com/where-all-the-semiconductor-investments-are-going/; “Fact sheet: CHIPS and Science Act will lower costs, create jobs, strengthen supply chains, and counter China” (The White House).
112 “Monthly construction spending, January 2023” (U.S. Census Bureau, March 1, 2023), p. 6, https://www.census.gov/construction/c30/pdf/pr202301.pdf; and John Keilman, “America is back in the factory business,” The Wall Street Journal, April 8, 2023, https://www.wsj.com/articles/american-manufacturing-factory-jobs-comeback-3ce0c52c.
113 Keilman, “America is back in the factory business.”