Role & responsibilities

Agentic AI & LLMs
Frameworks: Hands-on experience with Strands (primary framework), along with familiarity in LangGraph, CrewAI, or AutoGen.
Agent Core Concepts: Deep understanding of tool use, function calling, streaming, context management, system prompts, and chain-of-thought methodologies.
MCP & Agent Protocols: Proven ability to build/consume Model Context Protocol (MCP) servers, alongside multi-agent coordination (A2A), task delegation, and result aggregation.
RAG Pipelines: Hands-on build experience with vector databases (e.g., Pinecone, pgvector, OpenSearch), chunking strategies, embeddings, and retrieval optimization.
Skill Building & Guardrails: Design reusable skills for agent consumption; implement observability, hallucination mitigation, and human-in-the-loop checkpoints.

Backend Development & Data
Python Mastery:



Robust experience with Python 3.10+ using async/await and strict type hinting.
APIs & Web Frameworks: Proficiency with FastAPI (or equivalent), REST API design, and contemporary auth flows (JWT / OAuth2).
Data Processing: Solid SQL skills (queries, filters, joins) and expertise in unstructured data processing (extracting/classifying data from PDFs, Excel, and legacy enterprise documents).

Infrastructure & DevOps
AWS & Hosting: Experience hosting/operating agent workloads using AWS AgentCore (understanding lifecycle, scaling, and invocation patterns) along with core services (EC2/ECS, Lambda, RDS, S3).
Containers & CI/CD: Docker proficiency and experience setting up GitHub Actions pipelines.

Preferred candidate profile

📌 Senior Agentic Engineer Chennai
🏢 Ciklum
📍 Chennai