Agentic AI Engineering - Lead Programmer Analyst (Exp: 5 Yrs To 7 Yrs)

Bilvantis Technologies
Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 2 weeks ago
8-15 years
Hyderabad, India
work from office
Posted: 2 weeks ago
|
Applicants: 149+
Job Description
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Job Description

: Agentic AI Engineering - Lead Programmer Analyst (Exp: 5 Yrs to 7 Yrs)

Design and deliver LLM applications and agents that retrieve enterprise knowledge, use tools and complete business workflows reliably. Remain hands-on in architecture, implementation and debugging while guiding junior engineers. The role focuses on applications built with existing models; traditional predictive-model training is not a core requirement.

Required experience and technical skills:

  • 5+ years of professional software or data engineering experience, including hands-on delivery of LLM applications and agentic AI workflows.
  • Strong Python and SQL; API development with FastAPI or Flask, validation with Pydantic, and asynchronous service integration.
  • Practical experience with LLM APIs, streaming, token limits, prompt design, schema validation and model selection.
  • Hands-on LangChain experience or equivalent frameworks; ability to choose between fixed workflows and agent decisions.
  • RAG development using LangChain or LlamaIndex and vector stores such as pgvector or Qdrant, with filters and retrieval evaluation.
  • Ability to implement tool calling, persistent state, context and memory management, approval flows and reliable error handling.
  • Experience with AI evaluation, observability, access controls and secure tool execution, plus Git, testing, containers and cloud deployment.

Key responsibilities:

  • Translate business workflows into clear agent responsibilities, tool interfaces, success criteria and approval boundaries.
  • Build LLM applications using effective prompts, structured outputs and context management; choose models based on quality, latency and cost.
  • Develop RAG pipelines covering document ingestion, chunking, embeddings, hybrid retrieval, reranking and source-grounded answers.
  • Implement tool-using workflows with state, memory, checkpoints, human approvals, retries and safeguards against repeated actions or endless loops.
  • Integrate business APIs and data sources; enforce permissions and protect against prompt injection and sensitive-data exposure.
  • Build evaluation datasets, regression checks and traces; debug failures and improve task completion, response time and operating cost.
  • Own implementation quality and delivery while coaching juniors through design, coding, testing and production troubleshooting.

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Mentoring and technical ownership:

  • Demonstrated ability to groom and guide junior engineers through pairing, design discussions, code reviews and constructive feedback.
  • Define tasks and acceptance criteria, remove technical blockers and review individual progress toward independent delivery.
  • Build reusable agent components and practical documentation; explain design choices and delivery risks to stakeholders.

Preferred skills:

  • Exposure to CrewAI / LangGraph for agent orchestration and multi-agent workflows; MCP integration and multimodal applications.
  • Exposure to Langfuse, LangSmith or equivalent tracing and evaluation tools; prompt/version management and evaluation gates.
  • Hugging Face Transformers for open-model integration; caching and model routing. Frameworks listed are alternatives; mastery of every tool is not required.

Skills

PythonSQLFlaskFastAPIHugging FaceLangChainLLMRAGData EngineeringGit

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About Company

Bilvantis Technologies is a digital transformation and product engineering services company helping enterprises innovate and grow through cutting-edge technologies like AI, Cloud, Data Analytics, and Automation.

Important dates & deadlines?

Application Deadline

17 Nov 26, 02:49 PM IST

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Agentic AI Engineering - Lead Programmer Analyst (Exp: 5 Yrs To 7 Yrs)

Bilvantis Technologies

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