Job Details
Job Title: Forward Deployed Engineer
Job Location: Bangalore/Hyderabad/Chennai/Pune/Mumbai /Noida/Kolkata
Candidate Expectations
Total Experience and Relevant Experience – 4–12 years
Candidate Location : Bangalore/Hyderabad/Chennai/Pune/Mumbai /Noida/Kolkata
Skills – LLMs, RAG, AI Agents and Vector Databases, LangGraph, LangChain, LlamaIndex, Semantic Kernel, Evals, MCP, A2A and multi-agent architectures, Docker, Kubernetes and CI/CD
Candidate Industry (BPO / KPO / GBS / GCC / GSS / Captive Shared Services)
Diversity – N/A
Education and Certification
Qualification: Mandatory: BE/B.Tech/MBA/BCA/MCA
Specific Remarks: Distance education not accepted, 15 years regular stream mandatory, etc.
Detailed Job Description
Key Responsibilities
- Work closely with clients to understand business problems and translate them into AI/ML solutions.
- Build AI Agents, RAG applications and multi-agent workflows.
- Develop LLM-powered applications using Python and modern AI frameworks.
- Design RAG pipelines covering document processing, embeddings, vector search, retrieval and generation.
- Build LLM evaluation (Evals) frameworks to measure accuracy, relevance, hallucination, latency and cost.
- Develop tool calling, API integrations and agent workflows.
- Rapidly prototype PoCs and convert successful solutions into production-grade applications.
- Implement prompt/context engineering, guardrails, observability and responsible AI.
- Deploy solutions on Azure/AWS/GCP and work with enterprise security and engineering teams.
- Troubleshoot and continuously improve AI solutions based on real-world production feedback.
- Key Skills : Mandatory Key Skills:
- Strong hands-on Python and AI/ML experience.
- Practical experience with LLMs, RAG, AI Agents and Vector Databases.
- Experience with LangGraph, LangChain, LlamaIndex, Semantic Kernel or similar frameworks.
- Understanding of LLM Evals, prompt engineering and AI observability.
- Experience with REST APIs, FastAPI, Git and cloud platforms.
- Strong problem-solving and client-facing communication skills.
- Ability to work in an ambiguous, fast-paced environment and deliver working solutions quickly.
- Experience with MCP, A2A and multi-agent architectures.
- Experience with Azure OpenAI, AWS Bedrock or Google Vertex AI.
- Experience with enterprise GenAI implementations.
- Knowledge of Docker, Kubernetes and CI/CD.
- Experience in Life Sciences, Healthcare or other regulated industries.
- Good to Have Skills: N/A