About Multiscale AI
Multiscale AI builds agentic AI systems for semiconductor manufacturing. Our platform combines domain retrieval, automated analytical workflows and agent orchestration to help fab engineers move faster on complex data problems. Offices in Atlanta, San Francisco and Hyderabad.

The Role
SMPO AI is our agentic orchestration platform: a chat-driven system that plans and executes AI agent work in isolated compute environments and streams results back to the user in real time. As Tech Lead you will own the technical health of this platform end to end, act as Architecture Owner for the team, and be the single technical reporting point for our Hyderabad product engineers.
This is a hybrid role: roughly two-thirds hands-on system design and code, one-third technical leadership.

What You Will Own
Platform architecture end to end: how a user request becomes an agent run, how execution is orchestrated, and how results stream back in real time.
Reliability for long-running agents in disposable environments:



recover cleanly from failures without losing or duplicating work; checkpointing and durable agent state.
The lifecycle and security model of the sandboxed compute environments agents execute in.
The security and audit model for agents: role-based access control, authentication passthrough and impersonation, immutable audit trails, identity and provisioning flows that customer security teams will review.
LLM and tool gateways: MCP servers, tool registration and credential management, so every agent action goes through a controlled, logged interface.
The retrieval layer: embeddings, vector stores and enterprise document access tuned for fab and materials-science data.
Observability: tracing, monitoring and the evidence that agents behaved as intended.
Evaluation as a release gate: no AI-driven feature ships without an eval suite that proves it against known cases.
Support for network-isolated and air-gapped customer deployments.
Performance and scale targe

📌 Tech Lead – Agentic AI Platform (Hyderabad)
🏢 Multiscale AI
📍 Hyderabad