u/App-Clinical-Judgemt

Mercor are seeking seeking expert physics researchers to author and verify golden reference solutions for the CritPt benchmark (arXiv:2509.26574v3) — a frontier research-level physics benchmark. Participants will solve CritPt research-level problems end-to-end, audit solutions from other experts, or adjudicate between parallel solution attempts, producing 100%-human-verified reference data used to evaluate large language models on frontier physics reasoning.

**What the work involves**

- Solve frontier-level physics problems end-to-end with full derivations, code, and peer-reviewed references

- Decompose problems into checkpoint sub-problems and author Python answer templates with auto-grading functions

- Audit submitted solutions for correctness, scope, and method soundness; deliver structured feedback across iterations

- Adjudicate between parallel solver attempts to determine the golden reference solution

- All work remote and asynchronous — typically 10 hrs/week

**Who this suits**

- Solver role: PhD or postdoc in a relevant subfield (senior PhD student minimum)

- Auditor role: Postdoc or junior professor (PhD minimum)

- Adjudicator role: Full professor or industry research PI (senior postdoc or junior professor minimum)

- Subfields covered: HEP & Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO, Gravitation, Cosmology, Astrophysics, Quantum Information, Optical/Magnetic Materials, Measurement in QM

- Working proficiency with LaTeX, Python, Jupyter, and SymPy required

- No H-1B or STEM OPT candidates

**What's available**

- Research Physics Expert — $80–$140/hr (set by role and demonstrated expertise)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred.

Full role details and application: https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly90Lm1lcmNvci5jb20vOHFtdmI&rid=CRITP-REDORG

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*Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.*

What the work involves

• Evaluate and write code using a specific game engine or 3D tool to help train AI models
• Review AI-generated outputs for correctness, style, and adherence to engine conventions
• Provide structured feedback that improves how the model reasons about game development tasks
• All work remote and asynchronous — typically 20 hrs/week

Who this suits

• Developers with hands-on production experience in one or more of the engines/tools listed below
• Freelancers, indie devs, or those between projects looking for flexible supplementary income
• Open to applicants globally — no specific country restriction listed

What's available

• Open 3D Engine (O3DE) — $50–$120/hr
• Solar2D (Corona SDK) — $50–$120/hr
• Defold — $50–$120/hr
• OpenSCAD — $50–$120/hr
• Java libGDX — $50–$120/hr
• Panda3D — $50–$120/hr

Please confirm Sean Key as your referrer if asked. By clicking you consent to being referred.

Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Micro1 if you are successfully placed. This does not affect your pay, your application, or Micro1's hiring decisions. I do not work for micro1.

FAQs:

Why is the pay-rate so broad? These roles are open globally, pay offers are made by micro1 based on a balance of their understanding of your local market, and their desire to recruit top talent

Can I get help / advice applying, or I'd like to know more? Please DM me, and we can set up a call via Google Meet. Top tip: don't use an email address that's been involved in any breaches, register with a 'clean' email.

Who are Applied Clinical Judgement? https://applied-clinical-judgement.co.uk/about-applied-clinical-judgement/

Who are micro1? https://www.youtube.com/watch?v=xzOsibm-e0Y&t=5s&pp=ygUGbWljcm8x

Can you trust micro1? https://uk.trustpilot.com/review/micro1.ai

micro1 on Reddit:? https://www.reddit.com/r/micro1_ai/

https://preview.redd.it/l6myoswuca2h1.png?width=1672&format=png&auto=webp&s=f5f7e35d064db8990b19df11d3ac9a4d823c07be

It was intense... offboarded, I think? Can't really tell. As far as I know the project is ongoing.

🩺 What the work involves

⚡ Design evaluation frameworks that test how AI systems handle real clinical reasoning
⚡ Create clinical scenarios across emergency, obstetric, paediatric, and oncology contexts
⚡ Identify gaps in AI medical knowledge and work directly with AI researchers to close them
⚡ All work remote and asynchronous — typically 20 hrs/week

🎓 Who this suits

✅ Licensed MD or DO in active clinical practice — any specialty considered
✅ Strong background in evidence-based clinical decision-making
✅ Remote engagement around your existing clinical commitments

📋 What's available

👉 Resident Medical Specialist (MD/DO) — Competitive rate (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred.

Full role details and application

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Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Turing if you are successfully placed. This does not affect your pay, your application, or Turing's hiring decisions. I do not work for Turing.

#AITraining #MedicalAI #HealthcareAI #RemoteWork #PhysicianJobs #RLHF #EmergencyMedicine #Pediatrics #ObGyn #ClinicalReasoning #GynecologicOncology #PublicHealth

What the work involves

• Apply clinical diagnosis and treatment planning across a range of medical scenarios
• Design and evaluate conversational AI agent workflows for accuracy and medical efficacy
• Interpret diagnostic data and integrate findings into patient-centric care pathways
• Develop health assessments and provide expert input on pharmacology, nutrition, and dietetics
• Facilitate multi-turn conversations with AI agents, providing expert feedback to optimise system performance
• All work remote and asynchronous — typically 20 hrs/week

Who this suits

• Qualified medical specialists with proven clinical diagnosis and patient care management experience
• Clinicians with strong grounding in pharmacology, anatomy, physiology, immunology, or medical genetics
• Based in the United States, United Kingdom, Canada, Australia, or New Zealand

What's available

• Medical Specialist — $97–$203/hr (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred. Full role details and application: https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly9qb2JzLm1pY3JvMS5haS9wb3N0L2NjOWIxMTBmLTIxMDctNGRmMC04YjgzLWFhZWM4MTA2NDAxMD9yZWZlcnJhbENvZGU9OGU3MjVhZjgtOWI4OS00ZjQ2LTk3M2ItOTU3NmMwYzE2Yzk3JnV0bV9zb3VyY2U9cmVmZXJyYWwmdXRtX21lZGl1bT1zaGFyZSZ1dG1fY2FtcGFpZ249am9iX3JlZmVycmFs&rid=MEDICAL-SPECIALIST-REDORG

Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Micro1 if you are successfully placed. This does not affect your pay, your application, or Micro1's hiring decisions. I do not work for Micro1.

https://preview.redd.it/o5ghtrusrb1h1.png?width=1536&format=png&auto=webp&s=80009e73956e0847c9def85cb19212980b611442

What the work involves

• Build richly detailed personas and simulated digital environments (Gmail, Slack, Calendar, WhatsApp, Google Drive, and more)
• Write tasks that challenge an AI agent's ability to reason, filter, and prioritise under real-world conditions — scheduling conflicts, information overload, competing priorities
• Run agents against your scenarios, evaluate their performance, and guide improvement through structured hints
• Document work clearly in Airtable and Crucible
• All work remote and asynchronous — typically 20 hrs/week

Who this suits

• Undergrad degree plus 2+ years professional experience (required)
• Strong writers — copywriters, UX writers, journalists, content strategists, editors, newsletter/blog authors
• Multi-stakeholder coordinators — PMs, account managers, consultants, client success, event producers
• World-builders and creative designers — game designers, curriculum designers, UX researchers, simulation designers, tabletop RPG creators
• Technical comfort a plus but not required — JSON familiarity, Jira/Asana power users, data analysts
• Based anywhere remote-eligible — no H-1B or STEM OPT

What's available

• AI Training Scenario Designer — $80–$150/hr (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred. Full role details and application: https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly90Lm1lcmNvci5jb20vSW9TMUc&rid=GENERALIST-SCENARIO-REDORG

Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.

https://preview.redd.it/c8eicgkkh21h1.png?width=1536&format=png&auto=webp&s=8ef53f84a78673d9c1fc960cbc0f70f289cdf7fd

What the work involves

• Evaluate AI-generated responses and provide structured written feedback
• Apply critical reading skills to identify nuance, implicit meaning, and gaps in reasoning
• Write clear, well-evidenced rationales that go beyond surface-level observations
• Apply structured evaluation guidelines with strict attention to detail and consistent judgment
• All work remote and asynchronous — typically 20 hrs/week

Who this suits

• Graduates from a top-100 globally ranked university (Bachelor's degree or above preferred)
• Native English speakers with strong analytical and written communication skills
• Based in the US, UK, Canada, Australia, or New Zealand — no H-1B or STEM OPT

What's available

• Generalist Expert — $60–$200/hr (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred. Full role details and application: https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly90Lm1lcmNvci5jb20vQXZNTm4&rid=GENERALIST-EXPERT-REDORG

Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.

What the work involves

• Assess AI-generated responses in your language for quality, accuracy, and naturalness
• Identify specific strengths and areas for improvement in bilingual AI outputs
• Write structured feedback and analysis in English
• All work remote and asynchronous — typically 20 hrs/week

Who this suits

• Native or near-native speaker of one of the languages listed below, with strong written English
• Any background — these are generalist (non-specialist) roles
• Open globally — no location restriction
• Note: you must pass a Bilingual Competency interview in your language to be considered

What's available — $15–$20/hr (set by seniority tier)

• Generalist (English & Assamese): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtU1hEYlZ2MUVES3RQNUlIMy9nZW5lcmFsaXN0LWVuZ2xpc2gtYXNzYW1lc2U_cGFydG5lckNvZGU9YzQwMDBkZTAtOTUwOC00MWZmLWFhZGEtZmExNDg4NTdkMDAyJnV0bV9jYW1wYWlnbj1qb2ImdXRtX2NvbnRlbnQ9bGlzdF9BQUFCbmg3bVNYRGJWdjFFREt0UDVJSDMmdXRtX21lZGl1bT1kaXJlY3QmdXRtX3NvdXJjZT1yZWZlcnJhbA&rid=INDIA-ASSAMESE-REDORG
• Generalist (English & Odia): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtUnluQWRiRFpPVUJCbXEtZC9nZW5lcmFsaXN0LWVuZ2xpc2gtb2RpYT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdtUnluQWRiRFpPVUJCbXEtZCZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-ODIA-REDORG
• Generalist (English & Gujarati): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtUlBPcFVlZDZ0UUJLMGJuQi9nZW5lcmFsaXN0LWVuZ2xpc2gtZ3VqYXJhdGk_cGFydG5lckNvZGU9YzQwMDBkZTAtOTUwOC00MWZmLWFhZGEtZmExNDg4NTdkMDAyJnV0bV9jYW1wYWlnbj1qb2ImdXRtX2NvbnRlbnQ9bGlzdF9BQUFCbmg3bVJQT3BVZWQ2dFFCSzBibkImdXRtX21lZGl1bT1kaXJlY3QmdXRtX3NvdXJjZT1yZWZlcnJhbA&rid=INDIA-GUJARATI-REDORG
• Generalist (English & Malayalam): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtUVZUZXZNb0JqZVZCZnBGSi9nZW5lcmFsaXN0LWVuZ2xpc2gtbWFsYXlhbGFtP3BhcnRuZXJDb2RlPWM0MDAwZGUwLTk1MDgtNDFmZi1hYWRhLWZhMTQ4ODU3ZDAwMiZ1dG1fY2FtcGFpZ249am9iJnV0bV9jb250ZW50PWxpc3RfQUFBQm5oN21RVlRldk1vQmplVkJmcEZKJnV0bV9tZWRpdW09ZGlyZWN0JnV0bV9zb3VyY2U9cmVmZXJyYWw&rid=INDIA-MALAYALAM-REDORG
• Generalist (English & Kannada): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtUHVMZExBWnk4UTlCdHBvXy9nZW5lcmFsaXN0LWVuZ2xpc2gta2FubmFkYT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdtUHVMZExBWnk4UTlCdHBvXyZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-KANNADA-REDORG
• Generalist (English & Punjabi): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtTjl0aGdzekxBemxFNTR4NC9nZW5lcmFsaXN0LWVuZ2xpc2gtcHVuamFiaT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdtTjl0aGdzekxBemxFNTR4NCZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-PUNJABI-REDORG
• Generalist (English & Marathi): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtTXdhUVJ3Vm0xMDVPeUktUi9nZW5lcmFsaXN0LWVuZ2xpc2gtbWFyYXRoaT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdtTXdhUVJ3Vm0xMDVPeUktUiZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-MARATHI-REDORG
• Generalist (English & Tamil): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtTUE0SjZjR3hWV1JCWjdIMy9nZW5lcmFsaXN0LWVuZ2xpc2gtdGFtaWw_cGFydG5lckNvZGU9YzQwMDBkZTAtOTUwOC00MWZmLWFhZGEtZmExNDg4NTdkMDAyJnV0bV9jYW1wYWlnbj1qb2ImdXRtX2NvbnRlbnQ9bGlzdF9BQUFCbmg3bU1BNEo2Y0d4VldSQlo3SDMmdXRtX21lZGl1bT1kaXJlY3QmdXRtX3NvdXJjZT1yZWZlcnJhbA&rid=INDIA-TAMIL-REDORG
• Generalist (English & Telugu): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtTEJQU012WjRPMlZGeG9vYi9nZW5lcmFsaXN0LWVuZ2xpc2gtdGVsdWd1P3BhcnRuZXJDb2RlPWM0MDAwZGUwLTk1MDgtNDFmZi1hYWRhLWZhMTQ4ODU3ZDAwMiZ1dG1fY2FtcGFpZ249am9iJnV0bV9jb250ZW50PWxpc3RfQUFBQm5oN21MQlBTTXZaNE8yVkZ4b29iJnV0bV9tZWRpdW09ZGlyZWN0JnV0bV9zb3VyY2U9cmVmZXJyYWw&rid=INDIA-TELUGU-REDORG
• Generalist (English & Urdu): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdtRVJvakFMdXVTOTVERXBjUi9nZW5lcmFsaXN0LWVuZ2xpc2gtdXJkdT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdtRVJvakFMdXVTOTVERXBjUiZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-URDU-REDORG
• Generalist (English & Bengali): https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly93b3JrLm1lcmNvci5jb20vam9icy9saXN0X0FBQUJuaDdob3NWcEdfU1Q1X0ZFUWFXby9nZW5lcmFsaXN0LWVuZ2xpc2gtYmVuZ2FsaT9wYXJ0bmVyQ29kZT1jNDAwMGRlMC05NTA4LTQxZmYtYWFkYS1mYTE0ODg1N2QwMDImdXRtX2NhbXBhaWduPWpvYiZ1dG1fY29udGVudD1saXN0X0FBQUJuaDdob3NWcEdfU1Q1X0ZFUWFXbyZ1dG1fbWVkaXVtPWRpcmVjdCZ1dG1fc291cmNlPXJlZmVycmFs&rid=INDIA-BENGALI-REDORG

Please confirm Sean Key as your referrer if asked. By clicking you consent to being referred.

Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.

https://preview.redd.it/x8vlagego11h1.png?width=1536&format=png&auto=webp&s=62c9b3240804d3d0e966cdc029d19344bc89f07f

🩺 What the work involves

⚡ Designing clinically realistic cardiology cases (ACS, arrhythmia, heart failure, structural heart, imaging)

⚡ Writing attending-level reference responses to expose gaps in frontier AI models

⚡ Grading AI-generated clinical outputs against structured rubrics

⚡ All work remote and asynchronous — typically 20 hrs/week

🎓 Who this suits

✅ General Cardiology, Interventional, EP, HF/Transplant, Cardiac Imaging, Adult Congenital attendings

✅ Final-year Cardiology fellows

✅ Based in the US or Canada — no H-1B or STEM OPT

📋 What’s available

👉 Cardiology Expert — $180–$400/hr (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred.

🔗 Full role details and application: https://lnkd.in/e7AR2Nqw

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Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.

#Cardiology #Cardiologist #CardiovascularMedicine #InterventionalCardiology #HeartFailure #AITraining #MedicalAI #HealthcareAI #RemoteWork #PhysicianJobs #RLHF

🩺 What the work involves

⚡ Designing EM cases: triage, undifferentiated presentations, resuscitation, procedural sedation, disposition

⚡ Writing attending-level reference responses to expose failures in frontier AI models

⚡ Grading AI outputs against structured clinical rubrics

⚡ All work remote and asynchronous — typically 20 hrs/week

🎓 Who this suits

✅ EM attendings and medical directors

✅ Dual-boarded EM/IM and EM/Peds physicians

✅ Final-year EM residents

✅ Based in the US or Canada — no H-1B or STEM OPT

📋 What’s available

👉 Emergency Medicine Expert — $130–$300/hr (set by seniority tier)

Please confirm Sean Key as your referrer if asked. By clicking to consent to being referred.

🔗 Full role details and application: https://applied-clinical-judgement.co.uk/go?u=aHR0cHM6Ly90Lm1lcmNvci5jb20vQTNUOEk&rid=DOCTORS-EM-LIORG

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Disclosure: Applied Clinical Judgement (PRAG-DEL-SOL-ONE LTD) earns a referral fee from Mercor if you are successfully placed. This does not affect your pay, your application, or Mercor's hiring decisions. I do not work for Mercor.

#EmergencyMedicine #EmergencyPhysician #AcuteCare #EMDoc #Resuscitation #AITraining #MedicalAI #HealthcareAI #RemoteWork #PhysicianJobs #RLHF

These are great thanks. Now we have nudges, more details on stages, and can click through to see exactly what roles some one has applied for, all really useful.