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Aston Carter

Electrical Engineer, AI Trainer

Aston Carter

. Evaluate how frontier AI models handle realistic clinical work .

Posted 11/6/2026full-timeRemote • United States, Canada, United KingdomJuniorMid-Level💰 $40 - $125 per hourWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates expertise in clinical evaluation and assessment, with a strong ability to interpret feedback and apply it independently. Proficient in written communication, capable of explaining complex clinical reasoning clearly and concisely while leveraging familiarity with AI tools.

Highest-signal resume keywords
Active Clinical License2+ Years Hands-On ExperienceFull Professional English ProficiencyStrong Written CommunicationFamiliarity With AI Tools

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
Clinical EvaluationAssessment and PlansMedication ReconciliationTriage DecisionsDischarge SummariesPatient EducationClinical ProtocolsGrading RubricsDocument VerificationTechnical Literacy
Soft Skills
Attention to DetailComfort With AmbiguityAbility to Interpret FeedbackIndependent Application of FeedbackQuick Ramp-Up on Unfamiliar Work
Tools & Technologies
Google WorkspaceExcelGoogle SheetsFile Compression ToolsBrowser Profiles
Certifications & Qualifications
RNNPPAMDDOPharmDAllied Health License
Industry Keywords
Clinical WorkAI ModelsLLM ToolsPatient CareHealthcare Evaluation

About the role

Key responsibilities & impact
  • Evaluate how frontier AI models handle realistic clinical work
  • Assess clinical outputs such as assessment and plans, medication reconciliation and interaction checks, triage decisions, discharge summaries, patient education, and clinical protocols
  • Assemble realistic professional files and scenarios from your own clinical experience
  • Create tasks that competent professionals would complete correctly but frontier models currently get wrong
  • Explain why model results are incorrect, not merely identify that they are wrong
  • Verify document claims against underlying numbers, sources, or facts
  • Interpret feedback, determine which parts are correct, and apply it to the work
  • Write grading rubrics and ramp up on unfamiliar work
  • Work a minimum of 10 hours per week with flexible scheduling across multiple days

Requirements

What you’ll need
  • Active or recent clinical license: RN, NP, PA, MD or DO, PharmD, or an allied health license with independent clinical judgment
  • 2+ years of hands-on experience in your field preferred; candidates with less experience may be considered where the practical work is real
  • Current or recent hands-on practitioner experience at an individual-contributor level
  • Full professional or native-level written and spoken English
  • Strong written communication and ability to explain complex professional reasoning clearly and concisely
  • Comfort with ambiguity and attention to detail
  • Ability to interpret feedback and apply it independently
  • Ability to ramp quickly on unfamiliar work from written material and instructions alone
  • General familiarity with AI and LLM tools, including models such as Claude or ChatGPT
  • Baseline technical literacy, including Google Workspace, browser profiles, desktop applications, Excel/Google Sheets conversion, and file compression
  • Available at least 10 hours per week, with no weekly maximum
  • Based in the United States, Canada, or the United Kingdom

Benefits

Comp & perks
  • Paid via PayPal on a regular cadence
  • Fully remote work
  • Flexible scheduling
  • Multi-day task timers to spread work across days
  • Access to Claude and ChatGPT provided through the project
  • Full-time hours available
  • No benefits offered