---
title: "AI / Agentic Engineer"
source: https://iaastha.com/careers/ai-agentic-engineer/
type: Open Role
description: "Design and productionize multi-agent systems for live client workflows — tool design, evaluation, escalation boundaries, and audit trails that hold up under scrutiny."
publisher: iAastha
---

# AI / Agentic Engineer

You will design and productionize agents that reason, act, and know when to stop and hand back to a person. The interesting work is not the demo — it is the boundary: which decisions an agent may close on its own, and which it must escalate with its reasoning attached.

## What you’ll own

- Agent and tool design for live client workflows, from evaluation harness through to rollout.

- The escalation boundary, and the evidence that it is set in the right place.

- Latency, cost, and failure behaviour under real load — including what the agent does when a tool it depends on is down.

- The audit trail: every action an agent takes should be explainable after the fact, to a regulator if it comes to that.

## What we look for

- Production experience with LLM applications — orchestration frameworks, retrieval, tool use, and evaluation you actually trust.

- Strong software engineering. Agents that survive contact with production are ordinary systems with an unusual component.

- Scepticism about autonomy for its own sake, and the ability to argue that position with data.

- Willingness to sit with the operators who will use what you build.

## Where you’ll sit

Mumbai or Indore, with time on the client floor as engagements require. Tell us which base suits you when you apply.

Design and productionize multi-agent systems for live client workflows — tool design, evaluation, escalation boundaries, and audit trails that hold up under scrutiny.

MUMBAI · INDORE

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Cite as: "AI / Agentic Engineer" — iAastha, https://iaastha.com/careers/ai-agentic-engineer/
Site index for AI: https://iaastha.com/llms.txt