Machine Learning Engineer, Sarvam Studio

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 building a scalable, AI-powered dubbing platform used across multiple languages and content formats. We are looking for a Machine Learning Engineer to improve system reliability, performance, and production readiness through data-driven methods and automation.

What You'll Do

Design, build, and maintain ML systems that power the dubbing platform

Develop automated validation and monitoring mechanisms to ensure consistent system behaviour

Optimise model inference pipelines for performance, cost, and reliability

Build data and evaluation workflows to support continuous improvement

Run experiments and validate changes before production rollout

Collaborate with product, engineering, and operations teams to deliver high-quality features

Document systems, workflows, and best practices

What We're Looking For

Strong foundation in machine learning and deep learning

3–6 years of relevant industry experience in ML/AI

Experience deploying ML systems in production environments

Proficiency in Python and modern ML frameworks (e.g. PyTorch)

Solid understanding of model optimisation, debugging, and performance tuning

Experience working with GPU-based workloads

Bonus Points

Experience with speech, audio, or multimodal systems

Familiarity with large-scale ML infrastructure and cloud platforms

Exposure to distributed systems, containers, and orchestration tools

Experience building evaluation frameworks for ML systems

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.