AI Engineer

Role Summary

We are looking for AI Agent Architects to design and build production-grade agentic AI systems. This is a deeply hands-on engineering role centred on multi-agent orchestration, advanced context management, and large language model (LLM) integration, strong data structures and algorithms (DSA) skills, and hands-on ability with Python.

You will work on the design of agent workflows and the context architecture that makes them reliable, accurate, and efficient, taking systems from prototype to production. The ideal candidate has a strong academic record, sharp problem-solving ability, and genuine enthusiasm for going deep on the agentic AI stack.

Key Responsibilities

Agent Orchestration & Workflow

Design and implement multi-agent workflows using LangGraph on Python with Pydantic structured output.
Model complex, long-running processes as stateful, resumable graphs with branching, looping, retries, and durable checkpointing.
Implement secure pause/resume and human-in-the-loop (HITL) checkpoints.

Context Engineering





Engineer context management as a first-class subsystem — layered context, retrieval/indexing, and active working sets.
Implement deterministic context selectors and filters, token-budgeted prompts, and summarisation/compaction of long histories.
Design typed context schemas so each agent step receives precise, high-signal context.

LLM Integration & Retrieval

Integrate LLM providers (e.g. Anthropic, OpenAI / Azure OpenAI, and self-hosted models) using robust prompt engineering, tool calling, and structured output.
Wire in retrieval — vector search and embeddings — and code-intelligence techniques for working over large codebases.
Contribute to model-routing logic that balances task type, risk, latency, and cost.

Quality, Evaluation & Governance

Build evaluation and error-analysis loops; treat failures as feedback that improves reliability over time.
Implement verification and validation patterns and deterministic gates for ag

📌 -AI Engineer (Kochi)
🏢 Softobiz
📍 Kochi