Product Manager

3 days ago

Bengaluru, Karnataka, India Sarvam AI Full time
Product Manager – Models (ASR, TTS, Evals)

We are hiring a Model Product Manager to own charters for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines. You will work closely with research and engineering teams to define roadmaps, run training and evaluation cycles, and ship models that directly improve product experience and reliability.

Key Responsibilities

  • Define and drive roadmaps for ASR, TTS, and evaluation systems.

  • Partner with engineering and research on data, training cycles, and model release planning.

  • Set up and own evaluation frameworks and quality metrics (accuracy, latency, MOS, robustness).

  • Run structured experiments (offline tests, A/Bs, human evaluations) to quantify improvements.

  • Ensure scalable deployment and monitoring of models with infra/data teams.

  • Translate user and business needs into measurable model goals.

  • Provide clear communication on priorities, timelines, and trade-offs.

Requirements

  • 3+ years of experience building AI, applied AI, ML products, or model training pipelines.

  • Familiarity with model lifecycle: training, tuning, deployment, monitoring.

  • Strong analytical skills with comfort in data-driven decision making.

  • Ability to collaborate across research, engineering, and product teams.

Nice to Have

  • Exposure to speech technologies (ASR, TTS) or evaluation pipelines.

  • Experience with quality metrics like WER, CER, MOS, or latency tracking.

  • Hands-on familiarity with SQL, Python, or ML toolkits.

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