Career Outcomes

Where our graduates work and the roles they land.

Real companies, real role paths, real hourly ranges. Every path starts with the free Readiness Assessment.

Where graduates work

Alumni contribute to the world's leading AI labs.

Our fellows evaluate, label, and align models for the same platforms training frontier AI today.

OpenAI

Anthropic

Google DeepMind

The CAEP credential opens doors across the entire AI evaluation and human-intelligence value chain.

$25–$55 / hr

Score, rank, and critique model outputs against detailed rubrics across reasoning, safety, and tone.

Response rankingRubric scoringHallucination detection

$20–$40 / hr

Annotate text, image, and audio datasets that train the next generation of foundation models.

Bounding boxesNER taggingIntent classification

$30–$70 / hr

Craft gold-standard prompts and ideal responses used for SFT and preference tuning datasets.

SFT authoringPreference pairsChain-of-thought

$40–$90 / hr

Probe models for unsafe, biased, or non-compliant behavior and document reproducible attack paths.

Jailbreak testingBias auditsPolicy grounding

$50–$150 / hr

Apply doctor, lawyer, or educator expertise to validate model answers in high-stakes verticals.

Medical QALegal QASTEM tutoring

$45–$85 / hr

Own inter-rater agreement, calibration sets, and rubric evolution across evaluator pods.

IAA metricsRubric designSpot-check audits

$55–$100 / hr

Run pods of 10–50 evaluators, review edge cases, and interface directly with lab program managers.

Pod opsEscalationsVendor QA

$60–$120 / hr

Contribute preference data and critiques that shape RLHF and constitutional AI training loops.

Preference rankingCritique writingConstitutional AI

Step 1 · Readiness Assessment

Take the free 3-minute Readiness Assessment to unlock your application and get a personalized role recommendation.