State of AI Engineering Q2 2026 — Live snapshot of hiring, compensation, and infrastructure verification. Combines aidevboard.com + nothumansearch.ai data

state-of-ai-engineering.md

State of AI Engineering — Q2 2026 Live Snapshot

Updated: 2026-06-01

A single reference combining hiring, compensation, and infrastructure-verification data from the AI engineering ecosystem. Sources are live public APIs from aidevboard.com and nothumansearch.ai.

Topline numbers

Metric	Value
Active AI/ML engineering roles	8,869
Hiring companies indexed	520
New roles posted this week	512
Median salary (disclosed)	$215,000
Salary-disclosed roles	3,556 (40.1%)
Agent-ready sites indexed	4,191
MCP servers verified (live probe)	456 (10.9%)

Top 10 AI companies hiring

Rank	Company	Roles	Avg Salary
1	OpenAI	382	$302,409
2	Anthropic	238	$384,930
3	Anduril	189	$202,141
4	Graphcore	173	$220,919
5	Applied Intuition	172	$195,103
6	Nebius	157	$187,187
7	Scale AI	124	$243,421
8	Waymo	105	$251,704
9	Harvey AI	104	$240,235
10	LILT	101	—

Top 15 most-demanded skill tags

Tag	Postings	Avg Salary
llm	2,636	$245,362
agents	2,589	$230,812
generative-ai	1,815	$239,453
cloud	1,815	$221,258
distributed-systems	1,498	$257,128
data-pipeline	1,201	$234,640
payments	1,152	$205,230
robotics	1,126	$208,925
healthcare	1,073	$211,220
pytorch	1,030	$249,372
fine-tuning	827	$250,610
deep-learning	796	$244,433
research	760	$275,961
search	717	$271,750
machine-learning	641	$246,384

Workplace distribution

Mode	Roles	Avg Salary
Onsite	4,903	$219,027
Remote	2,394	$222,910
Hybrid	1,572	$261,948

Seniority mix

Level	Roles
Senior	3,016
Lead	2,363
Mid	2,344
Junior	586
Principal	560

Key signals

• Agent tag crossover: Generic ML tags (pytorch, tensorflow) have been eclipsed by agents as the #2 most-demanded skill across postings. Confirms the market shift toward agentic AI at hiring layer.
• Research premium: Roles tagged research pay a ~$36k premium over generative-ai roles despite gen-AI having 2.4× more openings. The most-advertised skill isn't the best-paid.
• MCP verification gap: Only ~11% of sites claiming MCP/agent-readiness survive a live JSON-RPC handshake. The ecosystem is 89% documentation-only.

Companion research (auto-refreshed weekly)

• Q2 2026 AI Hiring Snapshot — full hiring writeup
• Q2 2026 AI Compensation by Skill — salary by tag
• Q2 2026 MCP Ecosystem Health — verification rates
• Research Atlas (full set)

Data APIs (free, no auth)

• ADB: https://aidevboard.com/api/v1/stats — hiring, salaries, companies, tags
• NHS: https://nothumansearch.ai/digest.json — MCP ecosystem, verification, categories

Attribution

Free to cite. Attribute to aidevboard.com and nothumansearch.ai. For reporters: happy to supply specific data cuts — email hello@8bitconcepts.com.