Corporate and M&A work is judgement about structure, risk and obligation. AI systems need lawyers who can review how a model reasons through deals and documents.
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.
5 live Corporate & M&A Law roles · updated daily
Professional Services Consultant
Micro1 seeks experienced consultants earning $40–65/hour to train AI systems using professional expertise. The role suits software developers, management consultants, corporate lawyers, and CPAs/auditors with 5+ years' experience. You'll review strategic documents, assess contract risks, analyse financial reports, and deliver written feedback on complex scenarios. Remote work, minimum 10 hours weekly commitment required.
Transactional Attorney
micro1 seeks experienced transactional attorneys at $80–$105 per hour for remote part-time contract work. You'll review AI-generated contract analyses, assess model performance on redlining tasks, and create evaluation frameworks to improve legal AI systems. Suited to in-house counsel with three years' tech transaction experience and active US bar admission.
Funds Attorney
$80–$105 per hour. micro1 seeks qualified funds attorneys for part-time contract work evaluating and improving AI systems trained on legal contract analysis. You'll review AI responses to redlining scenarios, create evaluation frameworks, and collaborate with product teams to refine contract review solutions. Requires J.D. from ABA-accredited school, active US bar admission, and minimum two years' funds department experience at a corporate law firm.
M&A Attorney
Micro1 seeks experienced M&A attorneys at $80–105 per hour for part-time contract work developing AI systems that evaluate and redline legal agreements. You'll review AI responses to contract scenarios, create evaluation frameworks, and advise product teams on improving contract analysis tools. Requires J.D., active U.S. bar admission, and minimum two years' M&A experience in a corporate law firm. Ideal for lawyers with tech sector background or legal tech interest.
Insurance Claim Specialist
Remote contract role paying $30–$65 per hour via micro1. Evaluates and resolves complex commercial property insurance claims, interpreting policies, analysing time-element coverages, and assessing financial losses. Requires professional claims experience in property, business interruption, or related fields, with strong written communication and ability to produce defensible coverage analyses grounded in policy text. Suits experienced adjusters, coverage specialists, and forensic accountants.
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.