? 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

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6+ years in ML/Data/Software Engineering with strong evaluation/quality focus

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Hands-on LLM/ML evaluation experience

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Strong Python skills

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Experience with Promptfoo / DeepEval / custom evaluation frameworks

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Robust understanding of LLM/Agent evaluation design & statistical rigour

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Hands-on data analysis & metric interpretation

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Experience with tracing & observability tools

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Strong technical documentation, analytical & stakeholder-management skills

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Understanding of Telco customer intents & customer journeys

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2+ years stability in an organization

? KEY RESPONSIBILITIES

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Design and maintain LLM/Agent evaluation suites, golden sets, regression packs & adversarial tests

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Build continuous evaluation & scoring pipelines

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Conduct quality/operability gate reviews and reproduce evaluation results

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Analyse model regression, failure modes, defects & evaluation trends

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Calibrate quality thresholds, judges & evaluation datasets

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Monitor evaluation drift and maintain hold-out/golden sets

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Prepare technical quality reports & evaluation findings

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Collaborate with AI/ML, Engineering & Operations teams on quality improvements

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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.

📌 Agent Evaluation (Pune)
🏢 Umanist Staffing
📍 Pune