AI Engineering Manager
Core
Lead AI/ML engineering initiatives to build scalable GenAI systems, including RAG pipelines, hybrid search, and agentic workflows for digital manufacturing products.
Role type
Senior AI Engineering Manager / Tech Lead
Builds
Production-grade GenAI systems, scalable retrieval architectures, and AI-powered manufacturing solutions
Domain
Digital manufacturing + Generative AI
Deliverable
production ML models | product features
Required skills
Deep learning, LLMs, transformers, vector stores, Python, PyTorch, TensorFlow, LangChain, MLOps, CI/CD, cloud-native AI development, system design
Preferred skills
AWS SageMaker/Bedrock, LangGraph, LlamaIndex, OpenAI/Azure/AWS SDKs, RAG pipelines, hybrid search, embedding strategies, agentic workflows, vector databases, guardrailing LLMs, prompt engineering, Docker, distributed compute
Technologies
PyTorch, TensorFlow, Keras, LangChain, LangGraph, LlamaIndex, OpenAI SDK, Azure SDK, AWS SDK, SageMaker, Bedrock, Prefect, Weights & Biases, Docker
Responsibilities
Evaluate build vs buy vs adapt decisions, lead teams through ambiguity in early-stage environments, design scalable and secure production AI systems, orchestrate MLOps workflows including monitoring and observability
Seniority
Senior, hands-on IC with leadership responsibilities