Product Operations & Analytics Intern

Sarvam AI; Bengaluru; On-site; INR 600,000 - 1,000,000; Full time

Job summary

Sarvam AI in Bengaluru is looking for a operations and analytics reviewer who can turn usage data, feedback, and error logs into clear, actionable input for engineers and product teams. You’ll sit at the intersection of users, data, and the dev team, triaging issues and writing dev-ready reports.

If you enjoy organizing chaos, moving between spreadsheets, dashboards, and engineer conversations in the same hour, this role offers immediate impact in a fast-moving startup building India's sovereign

Qualifications

• Clear bug reports and actionable insights derived from usage data and logs.
• Ability to organize and prioritize work in a fast-changing beta product.
• Genuine curiosity about how users interact with the product versus its design.
• Comfort navigating data sources, dashboards, and logs to identify patterns and derive meaning.

Responsibilities

• Monitor analytics dashboards and funnels to track feature usage and patterns.
• Review logs and correlate error signals with user-reported issues.
• Collate feedback from channels into a single maintained tracker.
• Triages items into bug, feature request, UX confusion, duplicate, or noise.

Skills

Strong written communication

Detail-oriented

Curiosity about user behavior

Ability to prioritize under ambiguity

Education

Currently pursuing or recently completed a degree

Tools

Mixpanel

Notion

Linear

Spreadsheets

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\'re looking for someone who can build understanding how the product is actually being used. You\'ll sit at the intersection of users, data, and the dev team: pulling signal out of noisy feedback, spotting patterns across usage data and error logs, and turning all of it into clear, actionable input the team can act on.

This is an operations and analysis role at its core. The team is small and moving fast — disciplined tracking and sharp judgment about what matters is how you\'ll create impact here.

If you\'re the kind of person who instinctively wants to organize chaos, and you\'re comfortable moving between a spreadsheet, a dashboard, and a conversation with an engineer in the same hour, this role is for you.

What You\'ll Do

• Monitor Analytics dashboards and funnels to track feature usage, drop-offs, and behavioral patterns

• Review Sentry logs and correlate error signals with real user-reported issues — including catching things nobody has reported yet

• Collate feedback arriving across channels (WhatsApp, email, support forms, Slack) into a single, maintained tracker

• Triage each item into bug, feature request, UX confusion, duplicate, or noise — and merge duplicates instead of tracking them as separate signals

• Write clear, dev-ready bug reports: repro steps, severity, frequency, supporting logs/screenshots

• Identify recurring patterns across feedback, usage data, and error logs, and roll them into a weekly summary for the founders and dev team

• Make the call on what\'s worth escalating now versus what can wait — and be able to explain that call

• Help build and maintain a single source of truth for "what\'s broken, what\'s confusing, what\'s requested"

What We\'re Looking For

• Currently pursuing or recently completed a degree — any discipline; this is about judgment and rigor, not credentials

• Comfortable navigating tools like Mixpanel, Notion, Linear, and spreadsheets.

• Strong written communication — this role lives or dies on how clearly you can write a bug report an engineer can act on without follow-up questions

• Detail-oriented and comfortable with ambiguity in a fast-changing beta product

• Genuine curiosity about user behavior and how products actually get used versus how they\'re designed to be used

• Able to prioritize under incomplete information — willing to make and defend a call on what matters most

Bonus Points

• Programming knowledge, Basic SQL

• Prior exposure to a startup or beta-stage product environment

• Comfort reading error/crash logs (parsing signal, not debugging code)

• Experience with any customer feedback or support tooling (Intercom, Zendesk, etc.)

Note: We\'re looking for someone who can own the outcome described here, not someone who matches every line of this specification. If this problem excites you and you think you can do this work, we want to hear from you.

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.