AI Mentions in Job Descriptions — August 2026 | Corvi Careers
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Key numbers
Job postings checked
528,697
Mention AI or machine learning
21,640
4.09% of job postings checked
Role groups compared
12
across the archive
Highest role group
34.01%
Software & data
What is counted: job postings that mention at least one specific AI or machine-learning term. A mention does not mean the job requires AI skills.
AI mentions by role group
Percent of job postings checked. All bars use a 0–40% scale.
Software & data34.01%
Product & design20.08%
IT & security11.34%
Marketing & sales7.47%
Finance & risk4.17%
Engineering & science3.65%
Other2.71%
Business operations2.32%
Education & public service1.05%
Retail & hospitality0.51%
Healthcare & life sciences0.37%
Construction & field services0.25%
Mentions by role group
Role groups with the highest percentage appear first.
Role groupMentionsCheckedPercent
Software & data8,92526,24434.01%<br>Product & design1,0935,44320.08%<br>IT & security2,80324,71311.34%<br>Marketing & sales2,77637,1737.47%<br>Finance & risk1,17428,1784.17%<br>Engineering & science1,64445,0233.65%<br>Other752,7702.71%<br>Business operations1,85179,7642.32%<br>Education & public service21520,5631.05%<br>Retail & hospitality597116,8820.51%<br>Healthcare & life sciences400106,8730.37%<br>Construction & field services8735,0710.25%
AI terms used in job postings
Number of job postings mentioning each kind of AI language. One job posting can appear in several rows.
Agentic AI7,908
Machine learning7,712
Generative AI6,032
Large language models (LLMs)6,002
OpenAI, Anthropic, Amazon Bedrock, Azure AI, Vertex AI, Google Gemini2,819
GitHub Copilot, Claude Code, OpenAI Codex, Gemini CLI, AI-assisted coding2,586
Retrieval-augmented generation (RAG)2,116
Computer vision and NLP1,762
Roles with most AI mentions
Only roles with at least 500 job postings checked are shown.
RoleMentionsCheckedPercent
AI & machine learning2,1072,77575.93%<br>Mobile engineering28267941.53%<br>Full-stack software1,6504,39537.54%<br>Data & analytics2,7127,36636.82%<br>Cloud & DevOps5921,66035.66%<br>Frontend engineering25280731.23%<br>Tech leadership7682,55930.01%<br>Backend engineering7202,44729.42%<br>Product management6642,55326.01%<br>Cybersecurity & identity8043,67321.89%<br>Sales operations20399820.34%<br>Design & creative2791,59017.55%<br>Sales engineering11969917.02%<br>Hardware & robotics5593,90414.32%<br>Media & editorial1271,13511.19%
What job postings ask people to do
These examples show the tasks found while reading job postings, not how often each task appears. Each excerpt comes from a different job posting. Employer names and identifying details have been removed; excerpts are lightly trimmed and punctuation is cleaned up.
Role groupWhat job postings say
Software & data
Build AI search and agent systems, connect models to company tools and data, use coding assistants, and test whether outputs are reliable and affordable.
“Develop and maintain the AI agents, prompts, retrieval pipelines, and decision logic that power those workflows.”
“AI accelerates implementation, but engineers remain responsible for system design, debugging, code review.”
“Architect and build MCP servers that expose the enterprise API catalog as a queryable, real-time context, enabling AI agents and developer tools.”
“Develop field-relevant benchmarks for agentic tasks in biological design.”
“Utilize AI agents to accelerate delivery of complex and large-scale business requirements.”
IT & cybersecurity
Set up approved AI services, manage access and data security, and use AI to help with support, networks, threat detection, and incident response.
“Identify repetitive, high-volume SOC workflows and systematically eliminate them through AI-powered triage pipelines , LLM-assisted investigation , and end-to-end automation.”
“Assess AI/LLM risk : prompt injection, tool data-exfiltration, over-broad tool access.”
“Applying AI/agentic tooling to automate security operations tasks (e.g., ticket triage,...