Doctors in
the loop.
Doctors, nurses, academics, and domain experts across the UK are training AI, advising founders, and shaping what comes next — remotely, flexibly, alongside their day jobs.
Three ways clinical expertise meets AI.
AI Jobs for Evaluation
Train and evaluate frontier models alongside your clinical work. Doctors, nurses, pharmacists, and researchers are paid £30–150/hr to rate model outputs, write reference answers, and stress-test medical reasoning.
- RLHF, red-teaming, and clinical safety reviews
- 5–20 hours a week, fully remote
- Free calibration training before paid work
The Sovereign Initiative
The UK AI Clinical Evaluation Dataset — a clinician-graded, regulator-aligned evidence base for how medical AI performs against UK clinical practice. Independent, vendor-neutral, and built to sit underneath the framework the MHRA and CERSI-AI are shaping.
- NICE, RCUK, and GMC-aligned scoring rubrics
- Auditable provenance on every reviewer
- Open evaluation methodology
Commercial Datasets
High-quality datasets, RLHF pipelines, and verified domain-expert annotations for AI labs, foundation model teams, and healthcare ventures. Every annotator credential-checked against GMC, NMC, GPhC, or HCPC.
- Bespoke evaluation sets and gold-standard answers
- Specialist coverage across 60+ medical domains
- Provenance, calibration, and inter-rater agreement built in