Labor Market Trends
Program teams review a combination of historical data and forecasted trends to discern the likely growth, stasis, or decline of industries and related occupations in their regions.

They gather robust labor market data from multiple sources, including these:
- Traditional surveys of employers and jobseekers produced by public agencies such as the Bureau of Labor Statistics
- “Real-time” data from active job postings
- Conversations with regional stakeholders, including local employers, workers, and learners, trade and industry associations, and chambers of commerce
- Data from and conversations with state and local education, workforce development, and economic development entities
Most of our interviewees noted that they consider both national and regional trends in order to capture a more accurate—and actionable—picture of demand trends. (Read more below.)
Assessing Demand for Different Types of Skills
While industry and occupational data are helpful, training programs rarely align with a single occupation. Instead, they are designed to prepare learners to be competitive for a variety of roles and to adapt as current roles evolve. Alongside occupational-level data, program teams regularly assess the trajectory of skills, such as a knowledge of a new software application or best practices for reaching new efficiency standards, to inform what they include in their curriculum.
Training programs gather skills-specific information from a variety of sources, including experienced faculty members and trainers (many of whom worked in related occupations and industries prior to teaching), job postings, and conversations with employers. In each case, programs are looking for details on skills employers expect from their current employees as well as skills they anticipate needing in the future. (Read more below and click here.)
Assessing Credentials as Signifiers of Skills
Nearly all the programs featured in this report offer certifications as a part of their trainings. However, interviewees noted that green certifications are very much in flux as signals of what skills employers truly value. Many noted that learners mostly used the certifications during the process of applying for jobs to show that they meet employers’ initial job requirements, not for developing skills connected to longer-term career advancement. (Read more below.)
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Leveraging National and Regional Trends
This table illustrates how a comparison of regional and national trends might look, using trends for the non-carbon energy sector in Kern County, California.
Sample Sectors National Trends Regional Trends for Kern County, California1 Non-Carbon Energy From 2020 to 2023, 48% of the 820,000 new jobs added to the energy sector were clean-energy-related.2
Nuclear energy: Starting around 2015, the nuclear industry essentially disappeared in this region and has not returned. There is currently no employer base hiring for this talent locally.
Solar energy: There are roughly 106 solar jobs in this region across seven employers. Demand for workers with solar skills increased significantly in 2020 but is expected to slow by roughly 24% between 2024 and 2029; this may indicate stabilization, and demand remains above the national average for an area this size.
Wind energy: Three main employers are competing for talent to fill roughly 291 jobs—higher than the national average for a region this size.
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Prioritizing Skills
Most of the training and workforce development professionals we spoke to grouped evolving green skills into two primary categories: “new” skills and “crossover” skills. New skills are those that have emerged with the introduction of new green technologies. Crossover skills are skills traditionally associated with other lines of work that have experienced an uptick in demand in the green economy, often with a focus on improving efficiency.
New Skills Crossover Skills Examples from recent job postings using the Lightcast skills taxonomy include:
- Electric vehicle (EV) charging station installation
- Environmental engineering
- Solar systems
- Solar energy systems installation
- Engineering design process
Examples from recent job postings using the Lightcast skills taxonomy include:
- Architectural drawing
- Chemical engineering
- CRM software
- Data analysis
- Equipment repair
- Environmental laws
- Water resources
Source: Lightcast, “Industry Snapshots for Kern County, California: Wind Electric Power Generation, Nuclear Electric Power Generation, Solar Electric Power Generation, Battery Manufacturing, Electrical Contractors and other Wiring Installation Contractors,” March 2024.
The individuals we spoke to also noted the importance of both durable skills (also often called “soft,” “professional,” or “employability” skills) and technical skills—expertise related to specific tools and disciplines that are now considered green-adjacent because they are increasingly being listed as required or preferred skills in job postings for green occupations. Here are some examples:
Durable Skills Technical Tools and Disciplines Examples from recent job postings using the Lightcast skills taxonomy:
- Interpersonal communication
- Problem solving
- Teamwork
- Critical thinking
- Collaboration
Examples from recent job postings using the Lightcast skills taxonomy:
- Artificial intelligence (AI)
- Generative AI
- Databricks open analytics platform
- E-commerce
- Microsoft Power BI
- Microsoft Teams
Source: Lightcast, “Industry Snapshots for Kern County, California: Wind Electric Power Generation, Nuclear Electric Power Generation, Solar Electric Power Generation, Battery Manufacturing, Electrical Contractors and other Wiring Installation Contractors,” March 2024.
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Sample Certification-Demand Analysis
To provide a point-in-time analysis, we identified 53 green or green-adjacent credentials (see appendix for full list) and looked at how often they appeared in national job postings and worker profiles.3
We first examined mentions of the 53 credentials using Lightcast’s database of 35.7 million unique job postings from 907,952 employers for roles in the United States between January and October 2024.4 Here’s what we found:
- Only eight of the 53 credentials (15%) were named in job postings.5
- Three credentials—Certified Power Quality Professional, North American Technician Excellence, and Certified Energy Manager certifications—made up 98% of those mentions.
Looking at that same time period and using Lightcast’s database of roughly 331 million jobseeker profiles, we also looked to see how often workers actively shared that they had earned those same green credentials.6 Here’s what we found:
- Only nine of the 53 credentials (17%) were named in the online profiles and resumes.
- Two credentials—Certified Power Quality Professional and Certified Energy Manager certifications—made up 92% of those mentions.
These low rates were surprising, so we expanded our analysis to see how often job postings and jobseeker profiles mentioned associations that offer certifications rather than the credentials themselves (for example, the North American Board of Certified Energy Practitioners, the Association of Energy Engineers, the Electronics Technicians Association, the Building Performance Institute, or the Residential Energy Services Network).
Our analysis revealed that credentialing organizations were 585% more likely to be named in job postings and 715% more likely to be named in jobseeker profiles than the names of specific credentials. In our view, the fact that both employers and jobseekers name professional organizations much more often than they cite technical certifications is, at least in part, evidence that professional social capital continues to play a critical role in career navigation and career advancement, even—and perhaps especially—in emerging industries.
Our interviewees cited regular, direct connections with employers as their most effective way to understand industry needs.
In western New York, the Board of Cooperative Educational Services serving Broome and Tioga counties (BT BOCES) partners with more than 315 businesses to design curricula, provide co-ops (paid internships), and ensure that students graduate with industry-aligned skills. To build those relationships, the organization engages with local chambers of commerce and each county’s Industrial Development Agency (IDA). “I position myself in rooms where they are constantly talking about what is coming next,” said Matt Sheehan, director of the Center for Career and Technical Excellence at BT BOCES.
Employer insights help keep the curriculum up to date at Clackamas Community College in Oregon City, Oregon. “Our machine tool program had a strong foundation in manual machining, which is essential for understanding the fundamentals of precision work,” said Armetta Burney, dean of the college’s Technology, Applied Science, and Public Services division. “However, based on feedback from industry partners, we have enhanced the curriculum by integrating CNC [computer numerical control] training earlier in the program. This allows students to become proficient in both manual and CNC machines to ensure their preparedness in today’s manufacturing environment.”
Colorado Mountain College works with local industry to continually modify and update training program designs. “We are working with one of the region’s largest HVAC providers, using their space, their technologies, and our curriculum to deliver heat pump training,” said James Jones, program director of skilled crafts and trades. By sharing space with the HVAC company, the college creates opportunities for learners to directly interact with potential employers and gain experience in real-world work environments, so that they are well prepared to compete in the labor market and succeed in their careers.
“Having initial touchpoints that do not require asking for jobs—mentoring, mock interviews, site visits—helps build relationships,” said Ryan Mattingly, executive director of Louisiana Green Corps. This approach eventually led to a partnership with two New Orleans agencies—the Sewerage and Water Board and the Department of Parks and Parkways—to develop a public infrastructure training initiative. “They provide work orders and jobs, while we provide workforce development,” Mattingly said. He added that Louisiana Green Corps also meets weekly with partners in the solar energy field “to tailor training based on what they need for day-one readiness.”
Resources and Reflection Questions
The resources and reflection questions listed below are meant to serve as a starting point for strategic conversations. Involving colleagues from other internal departments or external organizations, employers, and/or learners and workers can help strengthen your understanding of the best next steps for your organization and region.
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Next-Step Resources
- To learn about skills needed for various green occupations, go to the Employment and Training Administration’s O*Net website.
- To learn which industries are growing fastest in your county and state, go to Quarterly Census of Employment and Wages (QCEW), which is published by the U.S. Bureau of Labor Statistics.
- To learn more about sector or industry partnerships and how they can support efforts to work with employers to coordinate training approaches and workforce strategies, explore the toolkits offered by these organizations: the National Fund for Workforce Solutions, Next Generation Sector Partnerships, and the National Skills Coalition.
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Questions to Help You Get StartedFor organizations that are launching new programs:
- What data is available to help us assess an opportunity to better align our programs to labor market trends? What resources or tools might we need to access and analyze this data?
- Which data or sources will we prioritize in our decision-making processes?
- What internal guidance might we create to inform decisions about launching or adapting programs to focus on one set of skills versus another?
- What credentials are in demand among employers? What credentials do local workers currently hold?
- Even if we have annual data, how can employers help us better understand hiring cycles and the factors that drive interim hiring increases or slowdowns? (This data will help you size our training cohorts appropriately.)
- Do we want to create a single centralized position in our organization for collecting labor market information, or should we share that responsibility across multiple roles? If we do the latter, how will employees share information with each other?
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Questions to Help You ReassessFor organizations that are revisiting their training strategies:
- How can we synthesize the information we collect from various sources—including trade associations, certifying bodies, job postings, and employers—to make sure our program will teach students the skills most aligned to employers’ needs?
- How often should we meet with employer partners to discuss strategy and validate the data we are receiving from other sources? (Monthly? Quarterly? Annually?)
- What is our process for assessing the long-term relevance of various credentials for graduates of our programs?
- If we are seeing trends that will necessitate the acquisition of new equipment or technology to keep our training programs up to date, how might we partner with other organizations to test the new systems before investing?
- Which of our employees “own” our various employer relationships, and how can we ensure that these relationships are sustained regardless of staff changes?
Endnotes
- Lightcast, “Industry Snapshots for Kern County, California: Wind Electric Power Generation, Nuclear Electric Power Generation, Solar Electric Power Generation, Battery Manufacturing, Electrical Contractors and other Wiring Installation Contractors,” March 2024.
- The USEER definition of clean energy is more narrow than most private sector definitions. For the purposes of this report, “clean energy” refers to net-zero emissions aligned technologies. This includes renewable energy, nuclear, non-fossil energy efficiency, zero emission vehicles, and carbon capture, utilization, and storage. https://www.energy.gov/sites/default/files/2024-10/USEER%202024_COMPLETE_1002.pdf
- See Appendix for a list of the "green" credentials we used.
- A note on methodology: Lightcast uses scraping technology to obtain job advertisements from publicly available online job boards and company websites. On a monthly basis, Lightcast takes historic and current raw postings data and then reclassifies all of the data with the most up-to-date versions of classifiers, deduplicates the data, and publishes the updated data.
- Lightcast, “Job Postings Report: January and October of 2024,” February 2025.
- A note on methodology: Lightcast has access to about 331 million unique profiles of workers worldwide. Profiles are filtered out if they meet one or more of these conditions: the person’s nation of residence is not listed; the profile does not have a job history, education history, or skills; the profile is outdated—meaning it was created before January 1, 2018; the profile language is other than English or Spanish.