About the Data, Analytics, Technology + Engineering Career Community
Do you like tackling complex problems through analysis, design and investigation? ✅ Connecting research and data to come up with real-world solutions? ✅ This community will help you find your inner trailblazer and the support to lead the charge. ✅ ✅
Physics is an area of study in which practitioners employ a variety of methods in order to better understand the world we live in, as well as the entirety of the Universe at large. The demand for roles in physics …
Artificial intelligence (AI) has made quite a splash recently. While AI is nothing new, the ways we can use it at home and on the job have suddenly exploded with possibilities. And if you’re thinking now is a great time …
A cybersecurity bootcamp can be a great way to break into a tech career, but choosing the right program is key. Whether you’re a busy student or a working professional, enrolling in a bootcamp is a big undertaking — it …
Explore occupations by career categories and pathways and use real time labor market data to power your decision making.
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.)
Occupation Description
Employment Trends
Top Employers
Education Levels
Annual Earnings
Technical Skills
Core Competencies
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.