Job Description
About Multiscale AI Multiscale AI provides AI Agents and Digital Twins for Semiconductor Manufacturing. With offices in Atlanta, San Francisco, and Hyderabad, we help semiconductor manufacturers optimize fabs and achieve measurable results. The Role We're building the world's first vertical-AI platform for microelectronics and materials science. Our platform powers autonomous AI agents that design experiments, optimize manufacturing steps, and accelerate scientific discovery. You'll lead the charge in architecting and scaling these agentic systems. What You'll Build Multi-agent orchestration layers using LangGraph - deterministic, observable, and built to survive real production conditions MCP server and tool registration APIs that give agents persistent context and shared state across complex workflows Enterprise security primitives: RBAC for agents, authentication passthrough, user impersonation,



and immutable audit trails Network-isolated LLM serving for air-gapped semiconductor customer environments RAG pipelines and vector store architectures tuned for materials science and fab domain retrieval CI/CD pipelines and zero-downtime deployment patterns that keep production systems reliable The API contracts with the core Multiscale AI platform - the foundation everything else depends on Sandboxed, per-session compute for agents - isolated containers, orchestration and scheduling of long-running agent workloads Durable agent state and event streams - checkpointing, resumable runs, and auditable histories of every agent action Streaming chat APIs with reconnection, plus monitoring and evaluation of agents in production What We're Looking For 3-5 years building production AI/ML systems - shipped and running, not demo-grade Hands-on with LangGraph or equivalent; you have opinions on orchestration frameworks and can defend them You've thought hard about how agents fail in production and built systems that recover gracefully Experience with enterprise secu

📌 Agentic AI Engineer (Mumbai)
🏢 Multiscale AI
📍 Mumbai