MUST-HAVE SKILLS

1. LLM Agent Development designing multi-agent systems with tool-calling, chain-of-thought reasoning, structured outputs and context management using Claude, OpenAI or Azure OpenAI
2. Agentic Orchestration — building agent graphs and pipelines (LangGraph, LangChain or equivalent); routing, disambiguation, fallback handling and multi-step task decomposition
3. Python (5+ yrs) — async, Pydantic, Rapid API; building tool interfaces, API services, and data pipelines for production agent systems
4. RAG & Document Intelligence — retrieval-augmented generation, document extraction, summarisation and content generation for business cases, client decks and reports
5. Cloud & Data Platforms — AWS (S3, Lambda, Bedrock, SageMaker, Glue, Step Functions)



and/or Snowflake; deploying and scaling agent workloads on cloud infrastructure
6. SQL & Semantic Modelling — complex joins, CTEs, star schemas; designing semantic layers that ground LLM agents instructured data with verified queries and NL-to-SQL pipelines
7. Agent Evaluation & Guardrails — accuracy benchmarking, hallucination detection, output validation, human-in-the-loop review patterns, and safety guardrails
8. Enterprise Integration — connecting agents to CRM, SharePoint, Teams, email, and document management systems where business users work

📌 Data Scientist (Hyderabad)
🏢 AlgoLeap Technologies
📍 Hyderabad