Agent Evaluation & Instrumentation Engineer

Agent Evaluation & Instrumentation Engineer

Location: Pune | Experience: 8–11 Years | CTC: Up to 33 LPA(576)

Notice Period: Immediate–45 Days | Preference: Local Pune Candidates

Interview: 2 Technical Rounds + Client Round + HR

MANDATE CRITERIA – NON-NEGOTIABLE

• 6+ years in ML/Data/Software Engineering with strong evaluation/quality focus
• Hands-on LLM/ML evaluation experience
• Strong Python skills
• Experience with Promptfoo / DeepEval / custom evaluation frameworks
• Strong understanding of LLM/Agent evaluation design & statistical rigour
• Hands-on data analysis & metric interpretation
• Experience with tracing & observability tools
• Strong technical documentation, analytical & stakeholder-management skills
• Understanding of Telco customer intents & customer journeys
• 2+ years stability in an organization
  
  

Key Responsibilities

• Design and maintain LLM/Agent evaluation suites, golden sets, regression packs & adversarial tests
• Build continuous evaluation & scoring pipelines
• Conduct quality/operability gate reviews and reproduce evaluation results
• Analyse model regression, failure modes, defects & evaluation trends
• Calibrate quality thresholds, judges & evaluation datasets
• Monitor evaluation drift and maintain hold-out/golden sets
• Prepare technical quality reports & evaluation findings
• Collaborate with AI/ML, Engineering & Operations teams on quality improvements
• Mentor team members and communicate findings to technical/client stakeholders
  
  

GOOD TO HAVE

Agentic AI | RAG | Telco AI | AI Red-Teaming | Responsible AI & Safety | Judge Calibration | Management Presentations

Ideal Profile: AI/ML Evaluation + Python + Data Analysis + LLM/Agent Quality with strong communication and client-facing skills.

Skills: deepeval,quality thresholds,llm/agent evaluation design,python,llm/ml evaluation,telco customer intents,regression packs,technical documentation,statistical rigour,tracing,model regression,evaluation drift,promptfoo,ml/data/software engineering,golden sets,failure modes