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. ✅ ✅
It goes without saying that a great resume will help distinguish you from the multitude of other applicants out there. Engineering resumes can be particularly tricky, and demand in the industry is high, which makes a stand-out resume even more …
Since ChatGPT burst onto the scene, prompt engineering has become the hot new skill employers are looking for. Consider that on LinkedIn, the number of job postings that mention “generative AI” has risen 36-fold in 2023 over 2022. Or that …
If you have a passion for coding and technology, a software engineering or data science career could be right for you. But what’s actually the difference between data science vs. software engineering? One key difference is that while data science …
To legally work in the United States, you need to be a U.S. citizen or hold some kind of visa that allows you to work. Some of those without citizens are permanent residents, who are often referred to as green …
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.