Role summary Builds AI agents and AIpowered applications independent of any specific framework or runtime Able to take a business problem and deliver a working agentAI app covering orchestration evaluation guardrails and observability for the agents behavior
Key Responsibilities
Design and build AI agents AI applications to solve defined business problems orchestration tool use planning multistep workflows
Implement evaluation and testing for agentLLM behavior quality safety cost and regression testing
Implement guardrails and policy controls on agent actions tool access and outputs
Instrument observability for agent behavior tracing logging metrics specific to agentLLM performance not infra
Build and maintain data pipelinesdatasets needed for grounding evaluation and safety testing of agents
Collaborate with platform security and domain teams to integrate agents with enterprise systems and controls
Document agent design patterns runbooks and best practices for reuse across future agents
Core Skills Required
Strong Python or equivalent programming
Solid understanding of LLMGenAI fundamentals prompting embeddings RAG agentic patterns tool use planning multiagent workflows
Experience building and evaluating agentLLM systems frameworkagnostic any of LangChain LangGraph OpenAI Agents SDK or custom
Experience with LLMagent observability and eval practices
Experience running production systems or data pipelines on AWS Azure GCP using containers serverless and managed storageservices
Comfortable working with structuredunstructured data SQL Pandas or similar
Qualifications
6-7 years in software engineering ML engineering or applied AI roles
Demonstrated experience shipping at least one production or nearproduction LLMagent system
Nice to have exposure to multiple agent frameworks not specialized in just oneGE
LTM is an AI-centric global technology services company and the Business Creativity partner to the world’s largest and most disruptive enterprises. We bring human insights and intelligent systems together to help clients create greater value at the intersection of technology and domain expertise. Our capabilities span integrated operations, transformation, and business AI — enabling new ways of working, current productivity paradigms, and new roads to value. Together with over 87,000 employees across 40 countries and our global network of partners, LTM — a Larsen & Toubro company — owns business outcomes for our clients, helping them not just outperform the market, but to Outcreate it. Please also note that neither LTM nor any of its authorized recruitment agencies/partners charge any candidate registration fee or any other fees from talent (candidates) towards appearing for an interview or securing employment/internship. Candidates shall be solely responsible for verifying the credentials of any agency/consultant that claims to be working with LTM for recruitment. Please note that anyone who relies on the representations made by fraudulent employment agencies does so at their own risk, and LTM disclaims any liability in case of loss or damage suffered as a consequence of the same. Recruitment Fraud Alert - https://www.ltm.com/careers/recruitment-fraud-alert
📌 Specialist - Data Sciences (Hyderabad)
🏢 LTM
📍 Hyderabad
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