Agentic AI jobs: what the postings actually ask for

Agentic AI jobs are the fastest-growing label in AI hiring, and also one of the loosest. On September 17, 2026, AI Jobs Map listed 4,111 agentic AI roles posted in the last 30 days, 15% of the 28,283 AI roles on the site. This guide says what that number counts, which frameworks the postings name, and what an agentic AI engineer job asks for once you read past the title.

Agentic AI roles: engineers and researchers building autonomous agents, tool use and multi-step AI workflows. The count covers postings whose title contains "agentic", "ai agent", "ai agents". A role titled “AI Engineer” that builds agents all day is not in it; a role titled “Agentic Workflow Analyst” is. Titles are the only thing the count can see, so treat it as a floor for the amount of agent work being hired, not as a ceiling.

How many agentic AI jobs there are

For scale, the neighbouring titles on the same day were generative AI with 3,339 roles, LLM engineer with 259 and AI engineer with 10,474. On September 17, 2026, agentic AI ranked above generative AI as a title by open roles; whether that order is new cannot be said from this index, which has no earlier measurement to compare it with.

Of the 4,111 agentic roles, 545 were remote (13%) and 223 were classified as entry level (5%). Both are close to the site-wide averages of 12% remote and 8% entry level, so the title is neither more remote nor more junior than AI work in general.

The frameworks named in agentic AI postings

The best evidence of what employers expect is which tools they name. AI Jobs Map keeps a page per tool that lists every posting in the index whose description mentions it. Those counts are the table below.

Among the three agent frameworks, the order on September 17, 2026 was LangChain (11,225), LangGraph (7,498) and CrewAI (6,904). LangChain is the older library and is named in many postings that predate the agent framing; LangGraph is its stateful graph layer and the one postings name when they mean long-running, multi-step agents; CrewAI is named where the posting describes role-based multi-agent teams. A posting that names LangGraph is the clearest signal that the job is agent work rather than a chat feature.

Model vendors are named more often than frameworks. Claude and Anthropic and OpenAI appear in far more postings than any framework does, and Claude Code, an agentic coding tool rather than a library, has a page of its own with 21,364 postings on September 17, 2026. When a posting names a coding agent as a tool the engineer is expected to use, it is describing the working method, not the product being built; both kinds of posting show up on the agentic pages.

What an agentic AI engineer job actually requires

Read a dozen postings from the agentic AI jobs page and the same requirements recur. This is what they ask for, in roughly the order they ask for it:

• Tool use and function calling: designing the tools an agent can call, the schemas they take and what happens when a call fails.
• Orchestration: multi-step plans, state that survives between steps, retries and human hand-off. This is where the framework names appear.
• Retrieval: RAG is named in a large share of agent postings, because most agents read something before they act.
• Evaluation: building the test set, judging outputs, catching regressions when the model or the prompt changes. Postings that skip this are describing a demo.
• Guardrails and observability: limits on what the agent may do, logging of what it did, and cost control.
• Ordinary engineering: Python or TypeScript, APIs, queues, deployment. An agent is a service with a model inside it, and the service part is most of the job.

What is largely absent is model training. Agent roles are application roles; the model is bought, not built. If your background is in training and you want that, the machine learning engineer and AI research pages are the better search.

Agentic AI jobs by city

The city pages below list agentic roles in each metro. Only cities with at least eight such roles on September 17, 2026 have a page, which keeps the list short.

Every figure here is measured over roles posted in the last 30 days and still open on September 17, 2026. The pages are rebuilt daily and will have moved on.