Staff Software Engineer, Staff ML Engineer at ViyaMD
Core
Building a physician-grade clinical intelligence platform that analyzes medical records to generate accurate timelines, reasoning, and insights for legal, insurance, and healthcare teams.
Role type
Staff Software Engineer (Platform & Backend) / Staff ML Engineer (AI Evaluation & Systems)
Builds
Medical record ingestion pipelines, document understanding systems, clinical workflow tools, and production AI/ML evaluation frameworks.
Domain
Healthcare technology, clinical data processing, legal-tech, and applied AI.
Deliverable
production ML models | product features | infrastructure
Required skills
Python, TypeScript, distributed systems, data-intensive application architecture, LLMs, RAG, agentic systems, model fine-tuning, model evaluation metrics, prompt engineering, backend engineering, document processing.
Preferred skills
Healthcare or clinical domain experience, experience with high-stakes AI systems.
Responsibilities
Own core product and platform systems including medical record ingestion and document understanding pipelines; define evaluation metrics and run model/agent evaluations to improve clinical AI accuracy; build retrieval and agentic systems; fine-tune models; ensure production reliability.
Seniority
Staff, hands-on IC with significant influence over architecture and product direction.