Paralegal work is the careful judgement that keeps a matter on track. AI systems need people who can review documents and flag what a model missed.
This isn’t advisory work and it isn’t labelling. You’re reviewing real legal work and explaining your judgement clearly enough that an AI can learn from it — paid for your expertise, by the hour.
Applied Clinical Judgement connects qualified people to vetted platforms, and Sean Key personally vouches for those he refers. We’re paid a referral fee by the platform on a successful placement — never by you. The roles below are live today.
3 live Paralegals & Law Clerks roles · updated daily
Financial & Legal Document Analyst
Contractor role paying $50–$90/hr via micro1. Financial and legal document analysts with domain expertise will review SEC filings, investor decks, and credit agreements to train AI systems. Responsibilities include sourcing documents, identifying errors and compliance gaps, building taxonomies, and evaluating automated retrieval systems. Suited to paralegals, underwriters, bank officers, and tax auditors with proven experience in regulated industries.
Privacy Annotation Specialist
Paying $105–$140 per hour, this remote contractor role on micro1 suits legal professionals with eDiscovery, compliance, or paralegal backgrounds. You'll annotate sensitive legal documents to identify personally identifiable information and confidential content, validate OCR outputs, and ensure data integrity for AI training. Prior AI experience is unnecessary; domain expertise in privacy regulation and legal document handling is what matters.
Privacy Annotation Specialist
Paying $105–$140 per hour, this remote contractor role on micro1 suits legal professionals with eDiscovery, compliance, or paralegal backgrounds. You'll annotate sensitive legal documents to identify personally identifiable information and confidential content, validate OCR outputs, and ensure data integrity for AI training. Prior AI experience is unnecessary; domain expertise in privacy regulation and legal document handling is what matters.
No live roles match your search.
AI training work is organised by profession, task and software — not by topic or sector. Try your field (for example “nursing” or “Python”), clear the filters, or browse the categories further down the page. The always-open talent pools below are a good place to start.
What the work looks like
Reviewing the model's work
Read what an AI produced in your field and judge whether the reasoning holds — mark where it went wrong.
Setting hard problems
Write the realistic, demanding tasks that separate competent work from confident-but-wrong.
Judging AI answers
Compare two AI outputs and say which is stronger, and why — your written reasoning is what the model learns from.
Common questions
How much does it pay?
Hourly and contractor-based, varying with seniority and role. Every role card shows its pay band. You invoice as an independent contractor and choose your hours.
Can I do this alongside my current job?
Yes — the work is flexible and part-time by design. Check your employer's policy on outside work first; ACJ can't advise on that.
Who is ACJ, and what's your part in this?
Applied Clinical Judgement is run by Sean Key. We connect qualified people to vetted AI-training platforms (Mercor, micro1, Turing), and Sean personally vouches for the people he refers. We're paid a referral fee by the platform on a successful placement — never by you.
How do I get started?
Find a role below that fits, and apply through the link — it carries Sean's referral. If you'd like him to vouch for you or talk it through first, book a short call.
Sean Key vouches for the people he refers
I’m Sean Key, editor of Applied Clinical Judgement. After 29 years in the NHS I help qualified professionals find legitimate, well-paid AI-training work — and I’ll personally vouch for you when you apply.
Applied Clinical Judgement is a referral intermediary, not an employer or recruiter. We refer candidates to third-party platforms (Mercor, micro1, Turing) and may earn a referral fee on a successful placement. We never charge candidates. Pay rates are set by the platforms and may change. PRAG-DEL-SOL-ONE LTD · Co. 07204925 · VAT 987-3626-64 · ICO ZC086000.