AI/ML Engineer (Healthcare AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI/ML Engineer (Healthcare AI): Building AI-driven behavioral healthcare platforms for clinical extraction and evaluation with an accent on LLM/NLU systems and document AI. Focus on developing reliable extraction pipelines from complex clinical notes, implementing robust evaluation harnesses, and ensuring HIPAA-compliant AI solutions.
Location: Hybrid, must be based in San Francisco (in-office 2-3 days/week)
Salary: $180K – $240K + Equity
Company
is building the largest AI-driven behavioral healthcare platform to reduce waste and ensure high-quality care delivery.
What you will do
- Develop LLM/NLU systems to process and extract meaningful information from clinical notes and medical documents.
- Own and evolve the LLM evaluation harness, regression gates, and observability to ensure system reliability.
- Extract structured data from visually complex clinical documents using OCR, multimodal models, and classical ML.
- Collaborate with backend engineers to integrate AI/ML capabilities into the core platform.
- Design explainable AI solutions to provide transparency for healthcare professionals.
Requirements
- 4+ years of experience building and deploying production applications in backend or data engineering.
- Proven experience developing LLM-based systems for ingesting unstructured records in industry-specific use cases.
- Expertise in document AI, OCR, and extracting data from visual/scanned content (charts, tables).
- Deep understanding of LLM limitations and best practices for ensuring consistent, accurate outputs.
- Must be based in San Francisco for a hybrid work arrangement (2-3 days/week in office).
Nice to have
- Experience working with medical records for clinical evaluations or claims authorization.
- Significant experience with healthcare data and HIPAA best practices.
- Knowledge of modern MLOps and ML infrastructure.
- Experience as a generalist backend engineer with Python and data science libraries.
Culture & Benefits
- Flexible hybrid arrangement in San Francisco's Financial District.
- Unlimited vacation policy and paid parental leave.
- Comprehensive medical, dental, and vision insurance.
- 401(k) and significant equity as an early employee.
- Company-provided equipment and home office setup.
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