Writing is judgement made visible. AI systems need writers and journalists who can review how a model writes, argues and gets the facts right.
This isn’t advisory work and it isn’t labelling. You’re reviewing real writing and editorial 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.
8 live Writers & Journalists roles · updated daily
Media / journalism / communications Evaluator
$80–$120 per hour. Mercor seeks experienced media and journalism professionals to evaluate AI-generated documents, spreadsheets and presentations for accuracy and quality. You'll assess outputs against domain rubrics, identify factual and presentation errors, and provide structured feedback. Requires 5+ years in media, journalism or communications, native English fluency, and proficiency with Microsoft Office and Google Workspace.
Writers and Authors
micro1 seeks writers and authors for part-time contract work at $49–$61 per hour. You'll evaluate and refine AI-generated content, develop training datasets, and collaborate with technical teams to improve model performance. The role suits experienced writers, editors, or authors with strong portfolios who understand editorial standards and can bridge creative writing with AI development.
Kazakh Language Expert
micro1 seeks a Kazakh Language Expert for remote full-time or part-time work. You will create, review, edit and translate Kazakh content for digital and written formats, ensuring linguistic accuracy and cultural relevance. The role suits native or bilingual Kazakh speakers with proven experience in translation, localization or content creation. You'll collaborate with cross-functional teams, advise on terminology, and maintain quality standards across deliverables.
Bulgarian Language Expert
micro1 seeks a Bulgarian Language Expert for part-time contract work. The role involves reviewing and editing Bulgarian documents, translating between English and Bulgarian, and collaborating with international teams on content quality. You'll maintain brand voice, develop terminology guides, and support cross-cultural communications. Native or near-native fluency and proven translation or localization experience are essential. Suits linguists comfortable with remote collaboration and tight deadlines.
Content Producer
Micro1 seeks experienced Content Producers at $40–$65 per hour to develop and curate materials for AI training. You'll assess diverse content, apply publishing standards, and collaborate with editors and journalists across academic, commercial, or music backgrounds. Requires 5+ years in media production or editorial work, strong English communication, and proven ability to meet tight deadlines autonomously. Minimum 10 hours weekly commitment.
Scriptwriter
Contractor scriptwriter role paying $20–$70 per hour via micro1. You'll create original scripts across various subjects to support AI training, collaborating with project managers to meet tight deadlines. The position suits experienced scriptwriters from media, entertainment or education backgrounds who can translate complex ideas into clear, engaging narratives. No AI experience required; domain expertise is what matters.
Technical Content Writer
Turing seeks a Technical Content Writer to produce clear documentation and analyse public datasets for business insights. You'll work with JSON data and Python scripting, translating complex findings into structured narratives and actionable recommendations. The role suits experienced technical writers or analysts with strong English communication and a bachelor's degree in engineering or computer science, available for a three-month contractor assignment.
Content Analyst
Turing seeks a Content Analyst to create and refine training content for large language models. The role involves reading, summarising, fact-checking, and breaking down content into logical blocks. You'll need fluent English, strong analytical skills, and at least two years of professional writing experience. A bachelor's degree is preferred but not essential if you have relevant experience. The position offers flexible, remote work with competitive compensation.
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.