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- 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

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- 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

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- 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

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- 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 robust communication and client-facing skills.

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

📌 Agent Evaluation & Instrumentation Engineer (Pune)
🏢 Umanist NA
📍 Pune