Title: Forward Deployed Engineer
Location: Bengaluru
Exp: 10+ Years

Role Summary
- Embeds with client teams, understands manual business workflows, and builds AI-agent-powered automation to replace them. Owns the solution end-to-end discovery, build, deploy, iterate working directly with clients with minimal direction.
- Agentic AI
- LLM API fundamentals
- LLM API integration
- tool use, function calling, streaming, context management
- Skill building
- Design and publish reusable skills consumable by LLM-powered agent workflows
- MCP (Model Context Protocol)
- Build and consume MCP servers; expose and integrate tools for agent use
- A2A communication
- Multi-agent coordination, task delegation, result aggregation across agent networks
- RAG pipelines
- Vector databases, chunking, embeddings, retrieval pipelines
- Prompt engineering
- System prompts, chain-of-thought, evaluation and iteration
- Agent frameworks
- Strands as primary framework; awareness of LangGraph, CrewAI, or AutoGen
- Guardrails
- Hallucination mitigation, human-in-the-loop checkpoints, agent observability




- Backend
- Python 3.10+, async/await, type hints
- FastAPI or equivalent Python web framework
- Basic SQL query, filter, join; awareness of vector DBs (pgvector, Pinecone, OpenSearch)
- REST API design, JWT / OAuth2
- Workflow Automation
- Decompose manual business processes into agent pipelines
- Document processing PDF, Excel, unstructured data extraction and classification
- Enterprise system integration SharePoint, email, Jira, SAP or similar
- Infrastructure
- AWS AgentCore
- Host and operate agent workloads; understand lifecycle, scaling, and invocation patterns
- AWS services EC2/ECS, Lambda, RDS, S3
- Docker and containerisation
- GitHub Actions CI/CD
- ADDITIONAL SKILLS
ADDITIONAL SKILLS
- Next.js 15+, TypeScript, Tailwind CSS
- Terraform / Infrastructure as Code
- Kubernetes
- RPA tools UiPath, Power Automate
- Fine-tuning and model evaluation
- CRE domain knowledge
- Proven experien

📌 Forward Deployed Engineer (Bengaluru)
🏢 NR Consulting
📍 Bengaluru