Radiologist

Skills

About this role

In this hourly, remote contractor role, you will work as a Radiologist Subject Matter Expert (SME) to review AI-generated radiology and medical-imaging responses and/or create expert imaging content, evaluating reasoning quality and step-by-step clinical problem-solving while providing precise written feedback. You will assess solutions for accuracy, clarity, safety, and adherence to the prompt; identify errors in imaging appropriateness, differential diagnosis reasoning, modality selection, protocol choices, incidental findings logic, and patient-safety considerations; fact-check imaging and clinical information; write high-quality explanations and model solutions; and rate and compare multiple responses based on correctness and reasoning quality.

Imaging Appropriateness, Differential Diagnosis, Clinical Reasoning

Responsibilities

• Develop AI Training Content: Create detailed prompts and gold-standard answers across imaging appropriateness, protocols, differential diagnosis, and radiology reporting concepts.
• Optimize AI Performance: Evaluate and rank AI responses to improve clinical correctness, safety, clarity, and contextual fit.
• Ensure Model Integrity: Test AI outputs for inaccuracies, unsafe imaging recommendations, and bias; validate reliability across patient populations and use cases.

Qualifications

• MD/DO (or equivalent) with completed Radiology residency (Diagnostic Radiology) and board eligibility/certification (or local equivalent).
• 5+ years of professional experience in radiology practice (academic, community, teleradiology, or subspecialty practice).
• Strong clinical reasoning: translating clinical presentations into imaging strategy; constructing and prioritizing differentials based on imaging + context.
• Deep understanding of imaging modalities and tradeoffs (sensitivity/specificity, limitations, artifacts, protocol impacts).
• Excellent safety judgment: contrast reactions, nephrotoxicity risk, pregnancy considerations, anticoagulation/procedure risks, radiation dose principles.