STRUCTURED CAREER INTELLIGENCE

Turn career text into entities, graphs, and matches

Named entity extraction, knowledge-graph construction, and candidate-to-job matching for career data — plus direct access to cs-opus, cs-sonnet, and cs-haiku by name. One key, 100 free requests a day, own account in 10 seconds — no CareerStudioMax login needed.

Get your API key → Read the Quickstart
extract.sh
curl https://api.careerstudiomax.com/api/transformer/v1/extract \
  -H "X-API-Key: csk_live_..." \
  -H "Content-Type: application/json" \
  -d '{"text": "Led backend team at Acme,
        hired by a recruiter for a
        Senior Engineer role, $145k"}'

# -> real entities, relationships,
# and a structured career graph

6 real endpoints

Every call runs on the same cs-sonnet/cs-haiku/cs-opus models that power the main CareerStudioMax platform — not a wrapper around a generic LLM prompt.

POST /v1/extract
Entity Extraction
Pull employees, employers, recruiters, jobs, skills, locations, dates, and salaries out of raw text, with relationships between them.
POST /v1/career-graph
Career Knowledge Graph
Turn entities and relationships into a real node/edge graph with clusters, insights, and career-strength scoring. Visualize it live in the playground.
POST /v1/job-match
Job Matching
Score a candidate against a job description — skills, experience, location, and title match, plus ATS keyword analysis.
POST /v1/chat
Direct Model Access
Call cs-opus, cs-sonnet, or cs-haiku by name — no auto-routing, you pick the exact model.
POST /v1/chat/stream
Streaming Chat
Same as /v1/chat, server-sent events for token-by-token output.
GET /v1/usage
Usage & Limits
Real per-endpoint call counts, error rates, and 30-day history for your key.

Independent account

Registering here creates a standalone Transformer developer account — not a CareerStudioMax login, and not shared with CSTM-1 or CSTM-2's developer accounts either. Each platform stands on its own.

Live graph playground

Paste text into /playground and watch /v1/career-graph's real output render as an interactive, draggable node graph — not just a JSON blob.

Free tier that's actually usable

100 requests/day at no cost, no card required. Pro (10,000/day) and Enterprise (unlimited) when you need more.