Product Manager (Models)

About this job

Sarvam AI is creating India's full-stack sovereign AI platform, focusing on research, models, infrastructure, and applications to make artificial intelligence truly useful for the country. The company collaborates with major enterprises and public institutions, supported by prominent investors. As a Product Manager for Models based in Bengaluru, you will take ownership of Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines. On a normal day, you will collaborate closely with research and engineering teams to establish product roadmaps, manage training and evaluation cycles, and launch models that enhance overall product reliability. You will define quality metrics, run structured experiments including offline tests and human evaluations, and translate user needs into clear, measurable model goals while communicating priorities across stakeholders.

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 such as 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 including 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.

Good 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.

Who should apply

This role is ideal for professionals with relevant product management and AI experience who want to work on frontier artificial intelligence problems in India. It suits candidates who possess a strong analytical background, understand the model lifecycle, and thrive in fast-paced, high-ownership environments where they can collaborate seamlessly with researchers and engineers.

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