Artificial intelligence (AI) has quickly evolved from a futuristic concept to a real technological tsunami reshaping industries worldwide. The AI impact on jobs spans various sectors, revolutionizing how work is done, creating opportunities for innovation—and simultaneously raising concerns about job …
Career mapping is the process of creating a strategic plan for your professional growth by identifying potential career paths, the skills you’ll need, and the steps to reach your goals. For biology majors, career mapping is especially helpful because this …
The market for AI jobs is expanding rapidly, with various sources projecting significant growth in 2025. A report by Gartner predicts that the AI software market will reach $134.8 billion by 2025, growing at a rate of 31.1%—and surpassing the …
The labor market in most sectors and most countries has been a lot weaker since early 2023 than it was in 2021 and 2022. And one of the weakest of those sectors has been technology. We wanted to find out …
Some people have known what they wanted to be when they grew up since they were nine years old. Other people get to their junior year of college and are still considering options. While there’s no one “right way” to …
First, choose an industry of interest, then filter for occupation. (If you'd like to see data for a specific location only, filter by state.)
Type in a keyword to select a relevant occupation. (If you'd like to see data for a specific location only, filter by state.)
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Occupation Description
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Employment Trends
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Top Employers
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Education Levels
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Annual Earnings
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Technical Skills
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Core Competencies
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Job Titles
Occupation Description
Employment Trends
The number of jobs in the career for the past two years, the current year, and projections for the next 10 years. Job counts include both employed and self-employed persons, and do not distinguish between full- and part-time jobs. Sources include Emsi industry data, staffing patterns, and OES data.
Top Employers
These companies are currently hiring for .
Education Levels
The educational attainment percentage breakdown for a career (e.g. the percentage of people in the career who hold Bachelor’s Degrees vs. Associate Degrees). Educational attainment levels are provided by O*NET.
Annual Earnings
Earnings figures are based on OES data from the BLS and include base rate, cost of living allowances, guaranteed pay, hazardous-duty pay, incentive pay (including commissions and bonuses), on-call pay, and tips.
Technical Skills
A list of hard skills associated with a given career ordered by the number of unique job postings which ask for those skills.
Core Competencies
The skills for the career. The "importance" is how relevant the ability is to the occupation: scale of 1-5. The "level" is the proficiency required by the occupation: scale of 0-100. Results are sorted by importance first, then level.
Job Titles
A list of job titles for all unique postings in a given career, sorted by frequency.
