Data Scientist (Product Analytics)

DATA SCIENTIST (PRODUCT ANALYTICS)

EDINBURGH OR LONDON

WORDSMITH

Wordsmith is building the legal operations platform for in-house teams, and we are growing fast.

We believe in-house legal is becoming one of the most important functions in the AI era. Every business is moving faster, but legal work is still too often scattered across inboxes, chats, documents, and disconnected systems.

Wordsmith brings that work into one system. Requests come in from across the business, AI agents handle the routine, lawyers stay in control where judgment matters, and every step is captured as work happens.

We are built for in-house legal, not law firms. Our goal is to help legal teams move faster, reduce unnecessary external counsel spend, and become a function the business can run with.

More than 500 companies, including Financial Times, Safelite, Trip.com, Canva, Starling, and Sage, use Wordsmith. Backed by $100M from Index Ventures, General Catalyst, Highland Europe, and others, we are building one of the defining companies in legal AI.

THE ROLE

As our product scales across global enterprises, understanding exactly how users interact with our AI agents is critical to our success. This role exists to turn raw usage data into the strategic insights that will shape the future of our product roadmap.

You will sit directly at the intersection of Product, Engineering, and Design, acting as the analytical conscience of the team. This is a high-impact role requiring a blend of deep technical skill and product intuition. You will define what "good" looks like for our platform and build the metrics, models, and experiments to track it.

This isn't a passive reporting or basic data-pull role. It combines advanced product analytics, experimental design, and strategic decision support. Your mission is to uncover the behavioural patterns that drive core adoption, optimize user retention, and ensure our AI agents deliver maximum value to every customer.

WHAT YOU'LL DO

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