UK AI Job Market
Intelligence
9 autonomous AI agents track hiring trends, skill demand, salary benchmarks, and visa sponsorship across the UK AI/ML market — 24/7, zero manual curation.
1,265
UK AI jobs tracked
9
Agent departments
£82k
Median AI salary
500+
Skills monitored
Refreshing…
Trusted data sources & industry partners
Platform capabilities
Everything you need to navigate
the UK AI job market
From raw job postings to actionable career intelligence — all derived from live data, zero manual curation, zero guesswork.
AI-Powered Scraping
9 autonomous agents collect from Adzuna, Reed, specialist boards, and funding news. Dedup + validation baked in.
Skill Demand Intelligence
Real-time ranking of 500+ tech skills by job count, co-occurrence patterns, and week-over-week velocity.
Salary Benchmarks
P25/P50/P75 percentiles by role, experience level, and UK region — updated every pipeline run.
Visa Sponsorship Tracker
Which companies sponsor Skilled Worker visas for AI/ML roles — verified via NLP on job descriptions.
Career Gap Analysis
Upload your CV. Get a personalised market-match score, skill gap report, and 90-day action plan.
Research Signals
Emerging tech tracked from arXiv, funding announcements, and GitHub trending — before it hits job boards.
Architecture
9-Department Autonomous Pipeline
Each department: DeepAgent hierarchy with Plan → Execute → Reflect → Output. All state in PostgreSQL.
Data Collection
Adzuna + Reed APIs, specialist job boards, arXiv, funding news. Dedup + validation.
NLP Pipeline
3-gate skill extraction (flashtext → BM25 → SBERT), PII scrubbing, quality scoring.
Market Analysis
Weekly snapshots: skill demand curves, salary percentiles, sponsorship rates, geo distribution.
ML Engineering
LightGBM salary prediction, hiring velocity forecasting, skill co-occurrence graphs.
QA + Security
LLM output validation, data integrity checks, input sanitisation, model drift detection.
Dashboard + API
FastAPI REST endpoints + Next.js frontend — all data served from Redis cache.
Tech stack
Twice Weekly
Pipeline cadence
Full scrape + analysis cycle runs automatically via APScheduler — no manual triggers.
3-Gate NLP
Skill extraction
flashtext exact match → BM25 fuzzy → SBERT semantic — dramatically reduces false positives.
Deduped
Cross-source matching
Jobs matched across Adzuna, Reed, and specialist boards by title + company + location fingerprint.
Contact us
Let's talk about
UK AI market data
Whether you're a hiring manager, researcher, or developer — get in touch to learn how MarketForge can power your decisions with live AI job market intelligence.
Email us
hello@marketforge.digital
Based in
United Kingdom
Response time
Within 24 hours
Send us a message
We read every message and respond personally.
Know exactly where you stand
in the UK AI market
Upload your CV or paste your skills. Get a personalised market-match score, skill gap report, and a concrete 90-day action plan — powered by live job data.