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’s natural to feel overwhelmed when looking into the countless data engineering tools on the market. Some are free, while others vary in their price points depending on available features.
Fortunately, you don’t have to try every single tool out …
Software is the set of instructions we give computers to make them do the things we want them to do. Engineering is about developing products. So, what is software engineering? Software engineering focuses on software development. It’s an exciting technical …
Front-end engineering is a type of software engineering that involves what users see and how they interact with an application. This type of engineering requires technical expertise to plan, build, develop, and test software, and collaboration and creativity to work …
Data engineering involves building storage solutions for massive amounts of data and then finding ways to transform this data into useful information. Practically every industry relies on data engineers, and this reliance is only growing as the need for data-driven …
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.