For each job, the share of postings from the last 90 days at each of the four AI levels, the AI skills the postings name, and real postings. It describes what employers ask for today. It does not say what a job will look like later.
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How much AI is in your job?
Search a job and see how many real job postings for it already ask you to use AI tools or work on AI, from the last 90 days.
Updated Oct 27, 2026
21 jobs
- Machine learning engineer98% of jobs ask for AI
- AI engineer96% of jobs ask for AI
- Applied scientist94% of jobs ask for AI
- Forward deployed engineer83% of jobs ask for AI
- Data scientist78% of jobs ask for AI
- Research scientist74% of jobs ask for AI
- Solutions architectAbout 1 in 2 jobs ask for AI
- Product managerAbout 1 in 2 jobs ask for AI
- Data engineerAbout 1 in 2 jobs ask for AI
- Software engineerAbout 1 in 3 jobs ask for AI
- MarketingAbout 1 in 5 jobs ask for AI
- Data analystAbout 1 in 5 jobs ask for AI
- CybersecurityAbout 1 in 5 jobs ask for AI
- Business analystAbout 1 in 7 jobs ask for AI
- ConsultantAbout 1 in 8 jobs ask for AI
- Customer serviceAbout 1 in 10 jobs ask for AI
- Sales10% of jobs ask for AI
- HR10% of jobs ask for AI
- Finance8% of jobs ask for AI
- Project manager7% of jobs ask for AI
- Accountant6% of jobs ask for AI
Open data
Every figure on these pages is in two free files: counts and shares per job, with the date of the measurement. No personal data. CC BY 4.0 (licence): reuse it with the line "Source: Level (jobsbylevel.com)" and a link to jobsbylevel.com.
Download the CSVDownload the JSONAll open datasets
Cite this page
Level (jobsbylevel.com), "AI in your job" dataset. Share of job postings at each AI level, by job, last 90 days. Data measured on October 27, 2026. License CC BY 4.0. https://jobsbylevel.com/ai-in-your-job
Common questions
Which jobs are covered?
As of October 27, 2026, 21 jobs have at least 100 postings in the last 90 days, which is the minimum to show a page. Smaller jobs are left out rather than shown on a thin sample.
Can I reuse the data?
Yes. The CSV and JSON files hold counts and shares only, with no personal data. They are shared under CC BY 4.0: keep the line "Source: Level (jobsbylevel.com)" and link back to jobsbylevel.com.
Method: every job posted on Level in the last 90 days is counted once, open or closed, on its posting date, and rated on the work the person hired would do. See our method. Level counts the postings it has collected, so the figures describe those postings, not every job in the market.