Emergent builds autonomous coding agents that replace traditional software development by generating, testing,
and deploying production applications directly from plain-language intent. Our systems run in production at global
scale and are used to build millions of real applications.
Since our public launch, we've crossed $100M in ARR and grown to over 10M users across 190+ countries, who
have built 12M+ applications on Emergent. We're backed by Creaegis, Claypond, Sentinel Global, Khosla
Ventures, SoftBank, Google, Lightspeed, Prosus, Together, and Y Combinator.
We're solving the hard part of AI-driven software creation: correctness, reliability, security, and scale in real
production systems. The team is built by repeat founders, Olympiad medalists, IIT & IIM alumni, and leaders from
Google, Amazon, and Dropbox.
We're hiring builders who want ownership, speed, and impact at global scale.
The Role:
Every part of our growth runs on decisions made from data: who activates, who converts, what an agent-built app
actually costs us to produce,



and which users are here to build versus here to abuse the free tier. What makes
analytics here unusual is the shape of that data. Alongside the standard event and revenue tables, we sit on an
enormous volume of unstructured signal — millions of agent trajectories (the step-by-step reasoning, actions, and
observations of every build), support tickets, HITL feedback, and the natural-language prompts users write. The
richest insights in the business are buried in that text, and the person in this role is the one who gets them out.
You own the loop end-to-end: what we measure, how we prove it, what the number supports, and what it doesn't.
What You'll Do:
• Turn agent trajectories, support tickets, logs, and user prompts into structured, queryable signal —
summarize-then-embed-then-cluster pipelines (à la Anthropic's Clio / Braintrust Topics): distill each trace
along a dimension with an LLM, embed the summary, cluster and name the pa

📌 Data Scientist (Bengaluru)
🏢 Emergent Labs
📍 Bengaluru