Product Manager (Models)

The role

You will own charters for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines. You will work with research and engineering teams to define roadmaps, run training and evaluation cycles, and ship models.

What you will do

• Define and drive roadmaps for ASR, TTS, and evaluation systems.
• Partner with engineering and research teams on data collection, training cycles, and model release planning.
• Set up and own evaluation frameworks and quality metrics covering accuracy, latency, MOS, and robustness.
• Run structured experiments including offline tests, A/Bs, and human evaluations.
• Ensure scalable deployment and monitoring of models in collaboration with infra and data teams.
• Translate user and business needs into measurable model goals.
• Communicate priorities, timelines, and trade-offs clearly across stakeholders.

Required qualifications

• 3+ years of experience building AI, applied AI, ML products, or model training pipelines.
• Familiarity with the model lifecycle: training, fine-tuning, deployment, and monitoring.
• Strong analytical skills and comfort with data-driven decision making.
• Ability to collaborate effectively across research, engineering, and product teams.

Nice to have

• Exposure to speech technologies (ASR, TTS) or evaluation pipelines.
• Experience with quality metrics such as WER, CER, MOS, or latency tracking.
• Hands-on familiarity with SQL, Python, or ML toolkits.

About the company

Sarvam is building the bedrock of Sovereign AI for India. The company is developing India's full-stack sovereign AI platform across research, models, infrastructure and applications.