Product Manager (Models)
Sarvam AI
Bengaluru, IndiaPosted 4 months ago
S
Skill Required
ProductProduct ManagerEngineeringanalyticalObservabilitybuildingPythonSQLAIMachine LearningFulltime
Key highlights
- 3+ years of experience required
- Work on AI-first problems with population-scale impact
- High ownership and impact from day one
- Collaborate with high-caliber teams
Role overview
Sarvam is building the bedrock of Sovereign AI for India, developing a full-stack AI platform spanning research, models, infrastructure, and applications to make AI work for India. The company partners with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. The Model Product Manager will own charters for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines, working closely with research and engineering teams to define roadmaps, run training and evaluation cycles, and ship models that improve product experience and reliability.
Responsibilities
- 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 — offline tests, A/Bs, and human evaluations — to quantify model improvements.
- 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.
Requirements
- 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.
Benefits
- Work alongside researchers, engineers, builders, and business leaders who move fast and hold each other to a very high bar
- High ownership and high impact, from day one
- Everything we do is AI-first, from the way we build and ship to the way we think about problems
- You can work on problems that could change how an entire country learns, works, and communicates
Additional details
- Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures.
- Sarvam partners with India's leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC.
- Sarvam is a fast-moving, high talent-density team building full-stack AI for India, working on problems that push the frontiers of AI with real population-scale impact.