Aptura
Physician - Clinical AI Expert (Remote)

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Job Description
We are seeking physicians to review, validate, and design clinical tasks to help advance frontier AI models across a range of clinical scenarios and formats.
The project is designed to surface where models perform poorly in clinical scenarios such as missed findings, incorrect clinical information, overconfidence, or failure to seek context before answering.
You will work asynchronously on a dedicated platform, within your own specialty and day-to-day scope of practice. This is a remote, flexible, and short-term project.
Key Responsibilities
- Scenario Design: Design realistic clinical scenarios and instructions that mirror the work you carry out day-to-day in your specialty.
- Content Review: Assess clinical outputs for accuracy, flagging anything incorrect, outdated, or can cause harm.
- Reference Answer Validation: Judge whether reference answers reflect what you would actually write in practice, including caveats, uncertainty, and requests for further information.
- Grading Criteria Assessment: Design and evaluate whether scoring criteria capture what matters clinically and whether each is weighted appropriately, particularly safety-critical items.
- Written Rationale: Provide short, specific reasoning where you disagree, and note the weakness each new item is designed to expose.
- Feedback & Continuous Improvement: Highlight edge cases and ambiguity to refine guidelines and improve consistency across reviewers.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Qualifications
- Licensure: Registered doctor based in the US, Europe, or Asia-Pacific.
- Experience: Current or recent clinical practice in your stated specialty.
- Knowledge: Strong grounding in current guidelines, diagnostic reasoning, and clinical documentation standards.
- Attention to Detail: Proven accuracy and consistency in clinical review or assessment work.
- Technical Proficiency: Comfortable using structured review tools and digital platforms.
- Language: Native or near-native written English.


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Legal Status
- You will have the right to work in your country of residence.
- You will work as an independent contractor.
Why Join Us?
- Flexible Work Arrangements: Part-time, remote, and fully asynchronous.
- Competitive Compensation: Hourly rate in line with specialty and level of experience.
- Professional Development: Direct involvement in how frontier AI models are evaluated for clinical safety, working alongside clinicians and AI researchers.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
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