Aptura
Clinical AI Lead

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About Aptura AI
We work with frontier AI labs and companies across healthcare, finance, and legal providing the specialist knowledge and human oversight that makes AI models more accurate and reliable in these highly regulated domains.
In healthcare, we specialise in sourcing clinicians experts and annotating medical data at scale that is used to train the models such as labelling and reviewing consultation notes, medical images or pathology reports.
The projects we manage tend to sit at the heart of how AI learns to understand real clinical interactions from consultations, workflows, and the delivery of care that directly affects both clinicians and patients. Projects we have been involved in, include SNOMED Medical Coding for Medical Device Registration, AI powered MDT platforms and AI-assisted Clinical Trials Recruitment.
We're a lean, in-person team based in London. We move quickly, hold ourselves to a high standard, and expect every individual to contribute directly.
About the role
As a second hire in the healthcare team it comes with a lot of responsibility and growth opportunities. The role involves staying up to date with the latest published literature for AI in healthcare. You will play a key role in designing and publishing benchmarks in collaboration with stakeholders. It also involves being a part of initial customer conversations and sourcing the right clinician. This role carries breadth and real ownership from day one with the unique opportunity to work directly with some of the world’s leading AI labs. You will work directly with the Head of Healthcare, Dr Abdul Rahyead (former NHS doctor and ex-founder).
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.
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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.
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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.
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No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Key responsibilities
- Research: Staying up to date with academic literature, designing benchmarks and publishing research, building relationships with researchers and industry partners
- Community Building: Growing the healthcare expert network, handling onboarding, maintaining timely communications and payouts for experts. Exploring creative ways to engage more clinicians through hackathons, platforms and IRL events
- Business Development: Support commercial and partnership activities, including setting up GTM motions and outreach initiatives


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Essential requirements
- Qualified medical doctor with a minimum of 1 year clinical experience
- Strong organisation skills with the ability to manage multiple projects at the same time and competing priorities
- Ability to context-switch between clinicians, customers, projects and operational responsibilities without losing pace or attention to details
- A proactive, self-directed working style, comfortable operating in an environment where the processes are still being defined and the playbook is being written in real-time
- Strong research skills, able to critically appraise academic papers and publish benchmarks
Desirable attributes
- Previously worked in industry or a startup, scale-up or similarly high-paced setting
- Familiarity with data annotation/labelling, designing and developing evals for AI models
- Track record of publishing research and working with academic institutions
- Experience in a client-facing, commercial or business development role
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