Staff ML Engineer
Core
Lead the design, delivery, and operation of production-grade AI systems and high-throughput pipelines for a text analytics platform processing customer feedback and conversations.
Role type
Staff Machine Learning Engineer (Technical Lead)
Builds
Production AI services, high-volume processing pipelines, and shared infrastructure for model serving and LLM applications.
Domain
Healthcare and complex industries; Text analytics, NLP, and LLMs.
Deliverable
production ML models
Required skills
Python, SQL, distributed systems design, LLM application deployment, production engineering practices, technical leadership, system architecture
Preferred skills
Databricks, NLP/text analytics, shared infrastructure for inference, RAG/semantic search, speech-to-text/speaker diarization, AWS/Azure, regulated environments
Technologies
Python, Databricks, AWS, Azure, LLM frameworks
Responsibilities
Own technical delivery from prototype to production; Evaluate AI solutions for production suitability; Architect high-volume AI services and pipelines; Lead evolution of Python services and Databricks platform; Establish production engineering standards; Build evaluation and monitoring capabilities; Partner on release criteria and governance; Optimize processing and inference workloads; Mentor engineers and lead code reviews.
Seniority
Staff, hands-on IC with technical leadership