Product Manager (Models)
Bengaluru • FullTime
Posted 4mo ago
Remote Work Policy
On-site
Employment Type
FullTime
Categories
Applied AI Engineer
About the job
Sarvam is building India's full-stack sovereign AI platform, focusing on research, models, infrastructure, and applications to make AI work for India. We partner with leading enterprises and public institutions. We are seeking a Model Product Manager to lead initiatives for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines. In this role, you will collaborate closely with research and engineering teams to define product roadmaps, manage training and evaluation processes, and deliver models that enhance 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 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.