Mindrift
Mindrift
Mindrift एक आर्टिफिशियल इंटेलिजेंस प्रतिभा बाज़ार और SaaS प्लेटफ़ॉर्म है, जो पेशेवर योगदानकर्ताओं और विषय-विशेषज्ञों को प्रौद्योगिकी कंपनियों की AI प्रशिक्षण और मूल्यांकन परियोजनाओं से जोड़ता है। Toloka के हिस्से के रूप में, यह लेखकों, संपादकों, QA विशेषज्ञों, वैज्ञानिकों और अन्य विषय-विशेषज्ञों के साथ काम करता है, जो प्रशिक्षण डेटा तैयार करने, मॉडल की सुरक्षा और तर्क क्षमता का आकलन करने, मीडिया की गुणवत्ता का मूल्यांकन करने और AI के प्रदर्शन व विश्वसनीयता में सुधार के लिए वास्तविक दुनिया के परिदृश्य बनाने में सहायता करते हैं। Mindrift आकलन और पहचान सत्यापन के माध्यम से योगदानकर्ताओं की भर्ती और जांच करता है, फिर AI प्रशिक्षण और मूल्यांकन से जुड़े काम में लचीले, भुगतान वाले प्रोजेक्ट अवसर उपलब्ध कराता है।

Physician, Medical AI Evaluation

US physicians review clinical EHR vignettes and assess medical reasoning for Mindrift’s AI programs. This part-time, project-based work supports the evaluation of clinical AI systems.

विवरण

  • Review clinical EHR vignettes, questions, proposed answers, and distractor answers for diagnosis and treatment tasks.
  • Assess cases across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems.
  • Rate clinical reasoning, vignette accuracy and completeness, answer disclosure and correctness, gradeability, and distractor quality.
  • Check that each reasoning chain reaches its answer using only facts from the vignette.
  • Correct reasoning traces and provide brief rationales.
  • Complete three independent blind reviews followed by physician adjudication.
  • Submit work by deadlines and satisfy the stated acceptance criteria.

आवश्यकताएँ

  • Be a US-based, actively practicing MD or DO.
  • Hold a medical degree (MD or DO).
  • Have an active, unrestricted US medical license verified with the issuing medical board.
  • Be board-certified or have completed residency training.
  • Have recent direct patient-care experience; attending-level experience is preferred.
  • Have broad diagnostic and treatment experience across multiple systems in internal, family, emergency, or hospital medicine.
  • Demonstrate strong clinical reasoning in differential diagnosis, next-step management, and applying evidence-based guidelines.
  • Have strong written English skills at C1 level or higher.
  • Experience in medical AI evaluation, clinical content or exam-question review, or medical annotation or quality assurance is a plus.
  • Do not be a medical student, unlicensed medical graduate, non-physician clinician, or non-clinical healthcare professional.

लाभ

  • Payment is provided for each accepted task.
  • Compensation can reach the equivalent of $130 per hour, depending on qualification tier and task efficiency.
  • Project work is estimated at 10–20 hours per week during active phases.
  • Part-time, non-permanent project participation.

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