Design develop and enhance the RCA agent using GenAIagentic AI patterns
Build prompts reasoning workflows toolfunction integrations and supporting APIs
Optimize agent accuracy reliability latency safety and cost
AD RCA Integration
Integrate the upstream AD workflow with the RCA agent through enterprise APIsservice layers
Implement data and workflow integration between the agent and dependent enterprise systems
Validate endtoend integration and errorhandling scenarios
Evaluation Framework
Build an automated evaluation frameworktest harness for the RCA solution
Define acceptance criteria and metrics covering accuracy factuality grounding safety latency and cost
Perform regression adversarial hallucination guardrail and failurepath testing
Use evaluation findings as release gates and inputs for system improvement
E2E Tuning Optimization
Analyze failures across the complete RCA pipeline and tune prompts context orchestration and inference behavior
Improve accuracy and production reliability based on evaluation results
Identify error propagation across multistep agent workflows through tracing and observability
AWS SageMaker Bedrock
Develop and operationalize agent workloads using Amazon Bedrock where applicable
Support model deployment optimization monitoring and lifecycle activities using SageMaker
Optimize prompts embeddings and inference performance
Establish monitoring for production performance and anomalies
Short version for JD RR
Key Responsibilities
Develop and enhance the RCA agent integrate ADtoRCA workflows build the GenAI evaluation framework perform endtoend testing and tuning optimize promptsmodel inference and support deployment monitoring and operationalization using AWS SageMaker and Amazon Bedrock
Skills
Mandatory Skills : AI platform engineering
About LTM
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