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Jobs/CAITR™/Programme

The CAITR™ programme

Foundation, then five specialist tracks shaped around the AI training work projects pay for: Evaluation & RLHF, Expert Domains, Coding & Agents, Language & Audio, and Safety & Red-teaming.

Foundation, then your specialisms

Step 1 CAITR™ Foundation For everyone · 9 modules · final examination
  1. F1 What AI training work is
  2. F2 Reading guidelines and onboarding
  3. F3 Annotation and labelling basics
  4. F4 Judging model answers
  5. F5 Writing for models
  6. F6 Rubrics: using them and writing simple ones
  7. F7 Quality: scores, golden sets and review
  8. F8 Working as a contractor: hours, pay and tax
  9. F9 Getting hired safely
  10. Foundation final examination CAITR™ Candidate
Step 2 Specialist tracks Pass any 2, in any order · more are added to your record
Evaluation & RLHF 6 modules · 7–10 h
  1. E1Preference ranking and side-by-side comparison
  2. E2Rubric writing for evaluation
  3. E3Fact-checking and grounding in depth
  4. E4Hallucinations and other failure patterns
  5. E5Checking chain of thought
  6. E6Consistency, calibration and reviewing others
  7. Final examination
Specialism
Expert Domains 5 modules · 6–9 h
  1. D1Writing hard prompts from your field
  2. D2Reference answers and expert rubrics
  3. D3Reasoning traces in your field
  4. D4Professional boundaries
  5. D5Field pathway
  6. Final examination
Specialism
Coding & Agents 5 modules · 7–10 h
  1. C1Evaluating code
  2. C2Coding prompts and reference solutions
  3. C3Agentic tasks and trajectories
  4. C4RL environments and checks
  5. C5Safe working practice
  6. Final examination
Specialism
Language & Audio 5 modules · 6–8 h
  1. L1Transcription to a style guide
  2. L2Recording speech data
  3. L3Labelling audio
  4. L4Evaluating translation and localisation
  5. L5Rating model answers in your language
  6. Final examination
Specialism
Safety & Red-teaming 5 modules · 5–8 h
  1. S1Harm categories and policies
  2. S2Adversarial prompts and jailbreak patterns
  3. S3Grading refusals and over-refusals
  4. S4Reporting findings
  5. S5Wellbeing and limits
  6. Final examination
Specialism
Earn the designation Pass Foundation and any 2 specialist tracks, sign the Code of Conduct and pay the one-off fee.
  1. 1 Pass Foundation9 modules and the Foundation examination
  2. 2 Pass a specialismAny track, in any order
  3. 3 Pass a specialismAny other track
  4. 4 Sign the Code of ConductAnd pay the one-off fee
  5. ✓ Jane Smith, CAITR™Verifiable by anyone, any time

See every module, level by level →

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