---
title: 'Doctors and Medical Experts required for AI research Projects (open/rolling applications) at Aptura'
canonical: 'https://feeny.ai/job/doctors-and-medical-experts-required-for-ai-research-projects-open-rolling-h77gy2mzffgv'
type: 'job'
last_seen: '2026-09-13'
---

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

- **Company:** Aptura
- **Location:** London, United Kingdom
- **Employment:** contract
- **Work type:** remote
- **Posted:** 2026-08-07
- **Last confirmed live:** 2026-09-13
- **Apply:** https://jobs.ashbyhq.com/aptura/a91b678f-b51c-4a84-b31c-65dcf76df46f/application

**Skills:** Clinical terminology, Clinical workflow knowledge, English fluency

> Join Mentis AI as a clinical expert to shape the future of AI in healthcare. You will label clinical notes, evaluate LLMs, and fine-tune models while collaborating with researchers to improve AI-driven clinical solutions.

## Job description

We are looking for doctors to join our growing community of experts who are available to be matched on an on-going 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.

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.

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.

## About Aptura

## Company Overview
- **One-liner**: Aptura helps train and evaluate AI to master real-world tasks in finance, healthcare, and legal sectors, specializing in reliable AI for regulated industries.
- **Entity Type**: Private (Privately Held)
- **Headquarters**: London, England, UK
- **Founded**: 2025 (incorporated 10 April 2025)
- **Founders**: Founded by ex-Lazard and Partners Group professionals (specific names not publicly disclosed)

## Core Business
- **Primary industries**: AI training and evaluation, Data services, Technology/Internet
- **Target customers**: Frontier AI labs, AI research organizations, and enterprises deploying AI in regulated industries (finance, healthcare, legal)
- **Mission/Purpose**: To bring institutional expertise from finance, healthcare, and law directly into AI model development, enabling reliable AI deployment in regulated environments

## Products & Services
- **RL Environments**: Real-world, rich environments loaded with finance, medical, and legal data, designed for verifiable rewards, custom tooling, and data licensing support. Agents complete tasks in finance spreadsheets, medical records, and legal documents with measurable outcomes.
- **Curated Datasets**: Domain-specific high-quality data (medical imaging, financial models, legal contracts) structured for training and evaluation with domain nuance.
- **Domain Expertise Services**: Internal team of physicians, attorneys, and investment analysts (with years of high-stakes experience) who work directly with AI researchers to scope and deliver projects, supported by a platform built for structured, high-quality data collection at scale.
- **Verifiable Task Design**: Combining expert knowledge, curated datasets, engineering, and real-world tasks to create training grounds for agentic AI.

## Market Standing
- **Funding**: Not publicly disclosed (company is private and early-stage)
- **Key Metric**: Total employees of 26 (as of latest LinkedIn data)
- **Notable Investors/Partners**: Works with "leading foundational AI labs" (names not publicly specified)
- **Growth Signals**: 6,160 LinkedIn followers, active job postings across multiple domains (investment banking, radiology, legal, insurance), speaking engagements at industry events (e.g., Project A discussion on reinforcement learning)

## Competitive Advantages
- **Domain-specific expertise**: Employs actual practitioners (physicians, attorneys, investment analysts) rather than generalist data labelers, enabling nuanced data and task design for regulated fields
- **Focus on verifiable, measurable outcomes**: Uses real-world tasks with objective correctness (e.g., DCF models, dental scan interpretation, contract clause analysis) rather than subjective labeling
- **Close collaboration with AI labs**: Works directly with frontier model developers, iterating rapidly on data and evaluation
- **Regulated industry specialization**: Addresses a critical gap where general-purpose AI training data fails to meet the complexity and standards of finance, healthcare, and legal applications

## Strategic Focus
- **Current priorities**: Building the infrastructure to bring institutional expertise (finance, legal, healthcare) into AI model training and evaluation at scale
- **Direction**: Expanding from frontier labs to frontline deployment of reliable AI in regulated industries; recruiting domain experts across multiple sectors (investment banking, radiology, insurance, legal) on a part-time/flexible basis
- **Partnership/event activity**: Active in the RL and AI research community, with CTO Armin Schöpf speaking at Project A on reinforcement learning

## Why Work Here
- **Culture**: Mission-driven focus on building reliable AI for high-stakes domains; emphasis on domain expertise and real-world impact
- **Remote/Hybrid Policy**: Fully remote positions available (e.g., "Fully remote, part-time, and flexible" for expert roles; Investment Banking Associate roles listed as "Remote"); also has offices in London and San Francisco
- **Compensation**: Competitive hourly rates ($80–$200/hour for expert contractor roles) with monthly retainer structures for ongoing engagements
- **Work style**: Project-based and flexible engagements, targeting professionals who want to apply their domain expertise to cutting-edge AI development
- **Team**: Small (~26 employees) but includes highly specialized domain experts and AI researchers; likely high ownership and impact per person

## Sources
1. [aptura.ai](https://www.aptura.ai/)
2. [LinkedIn - Aptura](https://www.linkedin.com/company/apturaai)
3. [Jobs.ashbyhq.com - Aptura Careers](https://jobs.ashbyhq.com/aptura)
4. [GOV.UK - APTURA AI UK LTD](https://find-and-update.company-information.service.gov.uk/company/16378696)
5. [Jobs.ashbyhq.com - Policy Expert Role](https://jobs.ashbyhq.com/aptura/a82217bb-d20e-49fa-9b19-1d0e86a664ba)

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