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Job Risk Index · AI adoption

AI adoption in US job postings, by profession

Based on 3,539 unique job postings with text, week of Sep 14, 2026. Updated September 14, 2026. The signal is weekly: every Sunday the corpus grows and this page refreshes.

Sample of US job postings (selected metros, weekly) + public ATS boards (Greenhouse/Lever/Ashby, tech-skewed). Denominator = postings with text; postings without extractable text are excluded. Detection is regex on a curated list of 23 AI tools (ChatGPT, Copilot, Claude, Gemini, …) — presence, not depth.

AI adoption trends →How scores are built

Ranking by profession

Which professions mention AI tools most?

% of unique postings with text in the latest week that mention at least one AI tool from our curated list (ChatGPT, Copilot, Claude, Gemini, …). Professions below n=10 are not published. Δ pp is only shown with at least two weeks of data — never invented.

#OccupationWeekPostings% with AIΔ ppTop tool
01Advertising and Promotions Manager2026-09-144693.5%-4.3OpenAI
02Industrial Engineer2026-09-141844.4%+1.5OpenAI
03Commercial and Industrial Designer2026-09-145042%-1.4Claude
04Data Engineer2026-09-141741.2%-1.7OpenAI
05Database Architect2026-09-141741.2%-1.7OpenAI
06Art Director2026-09-071040%—OpenAI
07Electrical Engineer2026-09-141233.3%-26.7OpenAI
08Logistics Manager2026-09-141533.3%+12.2OpenAI
09Data Analyst2026-09-1411731.6%-1.4OpenAI
10Data Scientist2026-09-1411731.6%-1.4OpenAI
11Social and Community Service Manager2026-08-241030%—OpenAI
12IT Support Specialist2026-09-145129.4%+0.2OpenAI
13Web and Digital Interface Designer2026-09-143528.6%+3.6Claude
14Computer and Information Research Scientist2026-09-141127.3%+2.3OpenAI
15Financial Manager2026-09-141625%+1.5Claude
16Graphic Designer2026-09-141625%-1.7Midjourney
17Software Engineer2026-09-1482423.5%-0.3OpenAI
18Marketing Manager2026-09-1419421.6%+1.1OpenAI
19Facilities Manager2026-09-142119%+0.8OpenAI
20Occupational Health and Safety Specialist2026-09-141118.2%-1.8OpenAI
21Executive Administrative Assistant2026-09-141717.6%0Claude
22Operations Research Analyst2026-09-141717.6%+5.1OpenAI
23HR Specialist2026-09-142917.2%-10.1OpenAI
24Architectural and Engineering Manager2026-09-1427516.7%+0.2OpenAI
25Lawyer2026-09-141816.7%+10.5ChatGPT
26Computer Systems Analyst2026-09-143312.1%+1.4Claude
27Market Research Analyst2026-09-147512%-3.7Claude
28General and Operations Manager2026-09-1421811.9%0Claude
29Compliance Officer2026-09-14229.1%-0.9OpenAI
30Natural Sciences Manager2026-08-10119.1%—Google Cloud AI
31Sales Manager2026-09-141728.7%+0.7OpenAI
32Data Entry Clerk2026-09-07156.7%+6.7Gemini
33Computer Network Architect2026-09-141015.9%+0.2OpenAI
34Sales Representative of Services2026-09-14585.2%+1.3ChatGPT
35Accountant2026-09-14205%-5ChatGPT
36Shipping and Receiving Clerk2026-09-07464.3%+4.3ChatGPT
37Customer Service Representative2026-09-14504%+2.2Claude
38Sales Representative2026-09-14523.8%-0.4ChatGPT
39Nurse2026-09-14573.5%+3.5Claude
40Stocker and Order Filler2026-09-07751.3%+1.3ChatGPT
41Administrative Assistant2026-09-14130%-2.9—
42Cook2026-08-31390%0—
43Dishwasher2026-08-31150%0—
44Driver2026-09-14180%0—
45Fast Food and Counter Worker2026-09-14200%0—
46First-Line Supervisor of Housekeeping and Janitorial Workers2026-08-17120%0—
47Food Service Manager2026-09-14490%0—
48General Office Clerk2026-09-07120%——
49Hand Packer2026-09-07110%0—
50Industrial Production Manager2026-09-14180%0—
51Information Security Analyst2026-09-14160%0—
52Journalist2026-09-14110%0—
53Logistician2026-09-14120%-6.2—
54Maintenance and Repair Worker2026-09-14200%0—
55Management Analyst2026-09-14240%0—
56Merchandise Displayer2026-09-07110%0—
57Producer and Director2026-09-14180%0—
58Production Supervisor2026-09-14220%0—
59Receptionist2026-09-07170%0—
60Retail Cashier2026-09-14100%-1.7—
61Retail Salesperson2026-09-14970%0—
62Security Guard2026-09-07500%0—
63Tax Preparer2026-09-14150%——
64Technical and Scientific Products Sales Representative2026-08-31130%——
65Therapist2026-09-14120%0—
66Warehouse Worker2026-09-14150%-0.8—

Every row links to the full per-profession page: the weekly series, the tool breakdown and the FAQ for that occupation.

Top 10 · latest week

Share of postings mentioning AI tools

Advertising and Promotions Manager93.5%Industrial Engineer44.4%Commercial and Industrial Designer42%Data Engineer41.2%Database Architect41.2%Art Director40%Electrical Engineer33.3%Logistics Manager33.3%Data Analyst31.6%Data Scientist31.6%

Google Trends search interest — estimate

Are people searching for these tools?

Weekly average of daily values (US), index 0–100. Each tool is normalized independently by Google — the lines are NOT comparable with each other. It is a context signal, separate from the % of postings above.

100500— ChatGPT— Claude— Copilot— Gemini— Midjourney— PerplexityMay 4, 2026 → Aug 3, 2026

Search-interest index (0-100) per AI tool, US. Each tool is normalized independently — indexes are NOT comparable across tools. Weekly average of daily values. Estimate.

Across all postings

Top AI tools mentioned

  • OpenAI — 398 postings
  • Claude — 139 postings
  • ChatGPT — 114 postings
  • Cursor — 64 postings
  • Gemini — 30 postings
  • Copilot — 29 postings
  • Perplexity — 29 postings
  • LangChain/LangGraph — 10 postings
  • Google Cloud AI — 9 postings
  • GPT — 4 postings
  • Notion AI — 4 postings
  • Qwen — 4 postings
  • AWS Bedrock — 2 postings
  • Midjourney — 2 postings
  • DeepSeek — 1 postings
FAQ

What this page means

01What does the % of postings with AI mean?
It measures how often employers ask for AI tools in the job postings we collect: if a posting mentions ChatGPT, Copilot, Claude or another tool from our curated list, it counts. It is presence, not depth — a posting that mentions a tool once and one that requires deep fluency count the same. Read it together with the risk score and the weekly demand trend, not as a verdict.
02Why is some professions' percentage missing?
We only publish a percentage when at least 10 unique postings with text have been observed in a week. Early weeks build the baseline; the series grows every Sunday.
03Why is the Google Trends panel labeled "estimate"?
Google normalizes its search-interest index (0–100) independently for each query, so the values are a relative estimate per tool and are not comparable across tools. It is a separate, context signal from the % of postings — useful for freshness, not for ranking tools against each other.

Methodology: how AI adoption is measured

Provenance

Sample of US job postings (selected metros, weekly) + public ATS boards (Greenhouse/Lever/Ashby, tech-skewed). Denominator = postings with text; postings without extractable text are excluded. Detection is regex on a curated list of 23 AI tools (ChatGPT, Copilot, Claude, Gemini, …) — presence, not depth.

AI adoption trendsHow scores are built