Member of Technical Staff
Core
Build and operate AI + data systems for an AI-driven primary care app, including model training, retrieval, voice/video AI, and data pipelines.
Role type
Senior IC machine-learning engineer (healthcare AI)
Builds
AI agents, knowledge base search, data ingestion pipelines, real-time voice/video AI, and observability tools
Domain
Healthcare + AI/ML
Deliverable
production ML models
Required skills
Python, PostgreSQL (JSONB, vector types), AWS, LLM APIs, prompt engineering, system refactors, data infrastructure design
Preferred skills
PyTorch, Hugging Face, vLLM, RLHF, DPO, RAG pipelines, real-time voice AI, multimodal models, FastAPI, Temporal, ClickHouse, Docker, ECS
Technologies
Python, PostgreSQL, AWS, PyTorch, Hugging Face, vLLM, FastAPI, Temporal, ClickHouse, Docker, ECS, Langfuse, Sentry
Responsibilities
Design and scale data/retrieval systems for clinical AI; build AI agent workflows with guardrails; optimize real-time voice/video pipelines; fine-tune foundation models on clinical data; build monitoring/analytics for background jobs and model performance
Seniority
Senior, hands-on IC