Sr. Associate - Machine Learning Engineer
Core
Design, build, and operationalize safe, auditable, production-ready generative and agentic AI systems, specifically LLMs and agent frameworks.
Role type
Senior IC Machine Learning Engineer (LLM & Agentic AI)
Builds
Production LLM solutions, agent frameworks, evaluation pipelines, and guardrails for enterprise services.
Domain
Biotechnology / Healthcare / Generative AI
Deliverable
production ML models
Required skills
Large language models (fine-tuning, instruction tuning, RAG, embeddings), Agent frameworks (multi-step planners, tool-use), Python, Deep learning frameworks (PyTorch, JAX, TensorFlow), MLOps (CI/CD, model versioning, serving), Evaluation pipelines (automated metrics, adversarial testing), Guardrails (policy enforcement, input sanitization), Cloud environments, Kubernetes
Preferred skills
Agentic AI research, Benchmarking tooling, Regulated industry experience (pharma/healthcare), Model risk management
Responsibilities
Design and deploy LLM solutions for production workflows; Build and run evaluation pipelines including adversarial tests; Create and operationalize guardrails for safety and compliance; Prototype and productionize agentic behaviors; Implement MLOps best practices; Partner with security and regulatory teams to embed compliance.
Seniority
Senior, hands-on IC
