Pitch N Hire
Contract Remote

Primary Care Physician.

Remote Primary Care Physician role focusing on clinical reasoning and AI evaluation, seeking experts in patient assessment and treatment planning.

Experience

1–15 yrs

Location

Remote

United States


The Brief

TITLE

Primary Care Physician

TYPE

Contract

POSTED

Oct 10, 2026

JOB ID

01a1254b

Clinical Reasoning Patient Assessment Diagnosis Treatment Planning Knowledge Of Clinical Guidelines Analytical Skills Medical Writing Data Annotation

Primary Care Physician – Clinical Reasoning & AI Evaluation

$153,600–$547,200/year estimated annualized equivalent
$80–$285/hour
Remote | Independent Contractor | United States | 30 openings

Estimated annualized equivalent is based on 40 hours/week × 48 working weeks. This is not guaranteed annual compensation; actual earnings depend on hours worked and project availability.

About the Role

We are seeking experienced Primary Care Physicians and medical experts to review and evaluate real-world healthcare content for a remote clinical AI project. You’ll apply your medical knowledge and clinical reasoning to assess patient scenarios, evaluate proposed diagnoses and treatment approaches, and provide structured expert feedback.

This opportunity is suited to professionals with expertise in primary care, family medicine, internal medicine, general medicine, or a related clinical field who can assess medical information against established clinical practices and evidence-based guidelines.

What You’ll Do

  • Review and evaluate primary care and general medicine scenarios.

  • Assess patient symptoms, medical histories, clinical findings, and other relevant information.

  • Apply clinical reasoning to identify appropriate differential diagnoses and next steps.

  • Evaluate proposed treatments and patient management approaches against established clinical practices.

  • Review medical content for accuracy, completeness, and consistency.

  • Identify incorrect, unclear, or potentially misleading clinical information.

  • Provide clear explanations and evidence-based reasoning to support evaluations.

  • Complete structured annotation, evaluation, and quality-review tasks using your healthcare expertise.

Required Skills & Qualifications

  • Professional experience or demonstrated expertise in primary care, family medicine, internal medicine, general medicine, or a related clinical field.

  • Strong knowledge of patient assessment, diagnosis, clinical reasoning, and treatment planning.

  • Familiarity with current clinical guidelines and evidence-based medical practices.

  • Strong analytical skills and attention to detail.

  • Ability to evaluate clinical information objectively and explain conclusions clearly.

  • Strong written and verbal communication skills.

Preferred Qualifications

  • Relevant medical education, qualifications, or professional certifications.

  • Experience with human data projects, including data labeling, annotation, reinforcement learning from human feedback (RLHF), AI model evaluation, or similar work.

  • Experience reviewing clinical content or evaluating medical scenarios against established guidelines.

Work & Engagement

  • Role type: Independent Contractor

  • Work arrangement: Remote

  • Location: United States

  • Openings: 30

  • Focus: Primary care, clinical medicine, patient assessment, diagnosis, and treatment planning.

  • Engagement: Clinical content review, structured evaluation, annotation, and quality assurance.

Why This Opportunity

Apply your clinical expertise to help evaluate healthcare content and improve how AI systems interpret medical scenarios, reason through differential diagnoses, and assess treatment approaches. Your evidence-based judgment and practical medical knowledge will contribute to more accurate and consistent clinical AI evaluation.

About the company

Medcruit is a healthcare workforce solutions company helping healthcare organizations build, manage, and scale high-performing teams across clinical, non-clinical, and digital health functions. We partner with hospitals, health systems, clinics, pharmaceutical companies, life sciences organizations, NGOs, insurers, and HealthTech companies to deliver flexible workforce solutions that support long-term growth and operational excellence.

Our services extend beyond hiring to include global workforce management, Employer of Record (EOR), Contractor of Record (COR), global payroll, contractor management, workforce strategy, and talent intelligence. By combining industry expertise with technology, we help organizations access qualified professionals while simplifying workforce operations across multiple countries.

For healthcare professionals, Medcruit provides access to meaningful career opportunities with leading employers around the world.