I’m a cybersecurity specialist. My job is to protect digital data and prevent it from being lost or stolen. Digital data is anything that exists in electronic form and can be processed automatically—passwords, documents, music, videos, and even settings for …
A comprehensive resource for students and job seekers looking for career advice, job postings, company reviews from employees, and rankings of the best companies and industry employers.
There’s never been a better time to become a machine learning engineer. In addition to exciting job opportunities in the field of artificial intelligence and the chance to have a meaningful impact on sectors such as security, healthcare, education, finance, …
Artificial intelligence is transforming industries from manufacturing to healthcare, and demand for AI practitioners has increased commensurately. Machine learning jobs are projected to be worth nearly $31 billion by 2024. According to LinkedIn’s 2021 Jobs on the Rise report, strong …
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.)
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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.