AI Machine Learning Scientist
Core
Design, develop, evaluate, and operationalize AI/ML and Generative AI solutions (LLMs, RAG, agents) to address enterprise-scale business challenges and enable responsible AI adoption.
Role type
Senior IC AI Machine Learning Scientist
Builds
Production-ready AI capabilities, reusable pipelines, evaluation frameworks, and governance processes for enterprise platforms.
Domain
Healthcare / Enterprise AI
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, LangChain, LangGraph, LlamaIndex, Hugging Face, MLOps, CI/CD, vector search, semantic retrieval, prompt orchestration, agentic workflows, automated evaluation, model governance, bias testing, observability, scalability optimization
Preferred skills
LLM/SLM production deployment, RAG systems, AI agent design, human-in-the-loop review, cloud-native architectures, API integration, AI code review, regulated industry experience
Technologies
PyTorch, TensorFlow, LangChain, LangGraph, LlamaIndex, Hugging Face, vector databases
Responsibilities
Design and deploy AI/ML solutions; build infrastructure connecting structured/unstructured data; develop reusable AI capabilities; implement evaluation frameworks; establish monitoring and governance; integrate AI into enterprise platforms; optimize for scalability and cost; support experimentation and benchmarking; translate business requirements into AI services; contribute to technical standards.
Seniority
Senior, hands-on IC
