Aptura
Doctors and Medical Experts required for AI research Projects (open/rolling applications)

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Job Opportunity: Doctors for Innovative AI Projects in Healthcare
We are looking for doctors to join our growing community of experts who are available to be matched on an ongoing basis to new innovative AI projects with the world's leading AI labs and companies that are bringing to life AI in healthcare.
Your medical expertise will shape the way AI understands and processes real-world clinical interactions, workflows, consultations including the delivery of care with software that directly impacts both healthcare professionals and patients.
These projects are flexible, fully remote and ideal for clinicians who want to work on shaping the future of AI in healthcare alongside their existing professional or academic commitments.
About Mentis AI
At Mentis AI, we’re building the next generation of AI systems grounded in real-world clinical expertise. As a clinical expert, you’ll gain hands-on exposure to cutting-edge AI model development, working side-by-side with senior AI researchers and clinicians to translate your medical knowledge into industry-ready clinical solutions to advance healthcare.
How it works
Once we have a new project, you will be automatically screened and matched to assess if you are a suitable fit. If shortlisted, we will then invite you to take a skills test (~10-30mins) and if required will also conduct an interview.
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.
We are looking to match you based on your skillset, expertise, grade and speciality to make sure it's the right fit for the project!
If successful, you will be onboarded onto the platform and can start getting involved in a diverse range of tasks that vary from labelling clinical notes, summarising medical records, annotating images to reviewing and evaluating the performance of AI Models/LLMs.
The rapid rise of AI in healthcare means there are so many new and exciting ways to train, review and improve the deployment of AI in healthcare, which you will directly have an impact upon.
Key Responsibilities
- Data labeling and curation: Review clinical notes, audio, videos and other modalities, identifying relations and reasoning steps per guidelines.
- LLM and model evaluations: Run structured evals (human-in-the-loop) to assess accuracy, safety, clinical relevance and clinical reasoning of models.
- Prompting and prompt-engineering: Design, test, and iterate prompts to improve performance and reliability.
- Fine-tuning support: Create high-quality instructions/responses and explore edge-case datasets to enhance models.
- Feedback and error analysis: Identify critical/failure points, propose strategies to help mediate and document findings.
- Scoring/Rubrics frameworks: Develop and refine scoring rubrics for quality assurance (e.g., accuracy, clarity, safety, completeness, guideline adherence).
- Guideline refinement: Collaborate with researchers to improve annotation standards, acceptance criteria, and evaluation protocols.


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Essential Requirements
- Doctor based in the UK with an active GMC license.
- Native or near-native fluency in English (spoken and written).
- Good understanding of clinical terminology, tools and workflows.
- Excellent summarisation and written communication skills.
- Strong attention to detail and commitment to clinical accuracy.
- Comfortable working independently in an asynchronous environment.
What We Offer
- Remote work
- Asynchronous and flexible scheduling, allowing you to balance work with clinical practice or studies.
- Competitive compensation based on experience.
- The opportunity to influence and enhance AI tools that serve healthcare professionals.
- Experience working at the intersection of medicine and AI, helping shape the future of healthcare.
- Opportunity to collaborate with clinicians and AI researchers to deepen your own clinical acumen and professional expertise in AI within healthcare.
“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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