---
title: 'Product Manager (Models) at Sarvam'
canonical: 'https://feeny.ai/job/product-manager-models-sarvam-bengaluru-pw3ww9drghvt'
type: 'job'
last_seen: '2026-09-12'
---

# Product Manager (Models) at Sarvam

- **Company:** [Sarvam](https://feeny.ai/companies/sarvam)
- **Location:** Bengaluru, India
- **Employment:** full-time
- **Work type:** onsite
- **Posted:** 2026-04-17
- **Last confirmed live:** 2026-09-12
- **Apply:** https://jobs.ashbyhq.com/sarvam/9e197c29-5164-42eb-8e74-4f691a794517/application

**Skills:** AI, Applied AI, Machine Learning, Model Training Pipelines, Data Analysis, Roadmap Planning, Experimentation, Model Evaluation, Speech Technologies, Automatic Speech Recognition (ASR), Text-to-Speech (TTS), Quality Metrics, WER, CER, MOS, Latency Tracking, SQL, Python, ML Toolkits

> The Model Product Manager owns charters for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and model evaluation pipelines. This role involves defining roadmaps, running training and evaluation cycles, and shipping models to improve product experience and reliability in collaboration with research and engi...

## Job description

## About Sarvam

Sarvam is building the bedrock of Sovereign AI for India. The company is developing India's full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. 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.

## About the Role

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.

## What You'll 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 — 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.

## What We're Looking For

- 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.

Bonus Points

- 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.

Why Sarvam? 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.

- 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 If you want to work on problems at the frontier of AI in India, Sarvam is the place to be.

## About Sarvam

## Company Overview
- **One-liner**: Sarvam is building India's full-stack sovereign AI platform, delivering state-of-the-art models and enterprise-grade applications for Indic languages.
- **Entity Type**: Private (Series A – $41M raised)
- **Headquarters**: Bengaluru, India
- **Founded**: August 2023
- **Founders**: Dr. Vivek Raghavan, Dr. Pratyush Kumar

## Core Business
- Primary industry: Artificial Intelligence / Generative AI
- Target customers: Enterprises, Government, Developers (B2B, B2G)
- Mission: Make AI widely accessible to everyone in India by building foundational components that reflect how the country thinks, speaks, reasons, and solves problems.

## Products & Services
- **Sarvam Cloud**: Fully managed, automatically scaling API platform for Indic AI capabilities.
- **Speech to Text (Saaras)**: High‑accuracy ASR across 12 Indic languages.
- **Text to Speech (Bulbul)**: Natural voices across 11 Indic languages.
- **Translation**: State‑of‑the‑art translation across 23 languages.
- **Document Digitisation (Akshar)**: Convert PDFs and images into structured data.
- **Vision Models**: Image understanding and processing.
- **Samvaad**: Conversational AI studio for building voice agents.
- **Arya**: AI‑for‑work platform with forward‑deployed engineers for custom agent design and integration.
- **Deployment Options**: Private cloud, on‑premise, hybrid, or air‑gapped environments.

## Market Standing
- **Valuation/Market Cap**: Not disclosed (private)
- **Key Metric**: Total funding $41M (from Khosla Ventures, Lightspeed, Peak XV Partners)
- **Notable Investors/Partners**: Khosla Ventures, Lightspeed, Peak XV Partners
- **Growth Signals**: 62 open positions across engineering, models, product, sales, and more; case studies with large‑scale deployments (50,000+ farmer feedback calls, millions of policy calls); SOC 2 Type II, ISO 27001, DPDP compliant.

## Competitive Advantages
- **Sovereign AI**: All technology developed and operated entirely in India, with full data control and compliance with Indian data protection laws.
- **Full‑stack platform**: From foundational models to enterprise agents, everything built in‑house.
- **Forward‑deployed engineering**: Dedicated engineers embedded with customer teams to ensure successful delivery.
- **Population‑scale impact**: Proven ability to serve millions of users in Indic languages across government and BFSI.
- **Deployment flexibility**: Can run on any infrastructure, including air‑gapped for regulated industries.

## Strategic Focus
- Continue building state‑of‑the‑art models and tools for Indic languages.
- Expand enterprise and government adoption of conversational AI agents.
- Nurture the Indian AI ecosystem by open‑sourcing models and tools.
- Scale team rapidly (62 open roles) to support growing customer demand.

## Why Work Here
- **Mission‑driven opportunity**: Shape AI that serves India’s linguistic and cultural diversity.
- **On‑site first**: All roles are based in Bengaluru (Delhi also available), fostering deep collaboration.
- **Cutting‑edge work**: Foundational model research, ML infrastructure, full‑stack product engineering.
- **High‑impact culture**: Teams work directly with customers via forward‑deployed engineers, seeing immediate real‑world use.
- **Backed by top investors**: Financial stability and growth runway from Lightspeed, Peak XV, and Khosla Ventures.

## Sources
1. [sarvam.ai](https://www.sarvam.ai/)
2. [sarvam.ai/about-us](https://www.sarvam.ai/about-us)
3. [sarvam.ai/careers](https://www.sarvam.ai/careers)
4. [jobs.ashbyhq.com/sarvam](https://jobs.ashbyhq.com/sarvam)
5. [linkedin.com/company/sarvam-ai](https://www.linkedin.com/company/sarvam-ai)

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