Senior AI Evaluation Engineer
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Role details
Tech stack
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Job description
· Design and operate end-to-end evaluation frameworks for agentic AI systems (offline regression, online monitoring, A/B testing)
· Define quality rubrics, scoring architectures, and evaluation standards across multi-agent workflows
· Build LLM-as-judge and Agent-as-judge pipelines assessing trajectory, tool-call accuracy, groundedness, and safety
· Own and deliver evaluation infrastructure end-to-end; mentor teams and uplevel customers on evals best practices
Requirements
· GenAI Experience (Level 400) with Advanced Python
· Experience building production grade systems
· Hands-on experience with agent evaluation: offline/on-demand regression testing and online/continuous live-traffic scoring
· LLM-as-judge proficiency: rubric design, scoring at session, response, and tool-call granularity
· Core eval metrics: task completion, tool-call accuracy, trajectory quality, groundedness, safety
· Agentic framework experience (Strands, LangGraph, CrewAI or similar)
· AWS Bedrock (Models, Guardrails) + CloudWatch; Lambda, S3, IAM fundamentals
Should Have
· Bedrock AgentCore Evaluations (on-demand SDK runner, online monitoring, A/B testing)
· Agent-as-a-Judge framework; HITL evaluation pipelines
· Benchmarking frameworks (tau-bench, SWE-bench, GAIA) and custom dataset construction
· RAG quality evaluation (faithfulness, context precision, recall)
· CI/CD integration for eval regression; observability tooling (tracing, structured logging)
· Legacy technology familiarity (Java/Spring, Sybase, DB2, or COBOL) as source context for agentic modernization or integration pattern design
· Financial services or regulated-industry experience (compliance-aware delivery: trade surveillance, data controls, audit requirements)
· Large-scale portfolio delivery experience - reusable patterns or components applied across 50+ applications, including wave planning and throughput measurement
About the company
LTM is a global technology consulting and digital solutions company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by harnessing digital technologies. As a digital transformation partner to more than 700+ clients, LTM brings extensive domain and technology expertise to help drive superior competitive differentiation, customer experiences, and business outcomes in a converging world. Powered by nearly 90,000 talented and entrepreneurial professionals across more than 30 countries, LTM a Larsen & Toubro Group company combines the industry-acclaimed strengths of erstwhile Larsen and Toubro Infotech and Mindtree in solving the most complex business challenges and delivering transformation at scale. For more information, please visit
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