AI Engineer-Production deployment experience

TCS · Bangalore

Source and collection record

Last observed by our collector: 9 October 2026 at 1:11 am IST. This is not a manual review or a confirmation from the employer.

Employer requisition: 430159

Job type and experience labels are automated discovery categories. The employer determines eligibility. Original experience wording was not retained separately; check the current employer page.

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Collected minimum qualification: BACHELOR OF TECHNOLOGYAttendance and availability: I checked the employer page for work location, office attendance, start date and duration.Current requisition: I checked the current employer requisition and its application requirements.

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Collected role description

Role: AI Engineer-Production deployment experience Experience: 5-8 years Location: Bangalore Core Expertise o Experience building LLM-based systems (RAG, agents, copilots) o Hands-on with LangGraph / LangChain o Experience with multi-agent systems o Strong Python and backend development skills • Agentic & Systems Thinking o Understanding of agent design patterns, planning, memory, and tool use o Experience integrating APIs and enterprise systems o Ability to debug multi-step reasoning pipelines • Cloud & Production Engineering o Experience with AWS, Azure, or GCP o Familiarity with Docker and Kubernetes o Understanding of observability and performance optimization • Nice to Have o Experience with AI gateways and model routing o Exposure to cost optimization and guardrails o Familiarity with real-time or event-driven systems

Collected minimum qualification

BACHELOR OF TECHNOLOGY

Collected experience requirement

5 - 8 Years