Product Data Scientist — AI Evaluation & Quality (Remote)
Summary
The Product Data Scientist will own and extend AI evaluation pipelines, build online quality dashboards, and turn production feedback into actionable improvements, using Python, SQL, Databricks, DeepEval and Claude Code.
About Finom
Finom is a European tech startup headquartered in Amsterdam, and we’re on a journey towards revolutionizing the financial landscape for entrepreneurs worldwide. Our mission is to develop an all-in-one financial B2B solution that integrates banking functions, accounting, financial management, and invoicing into a seamless, mobile-first platform.
We recently closed a €115 million Series C equity round (around $133 million), bringing our total funding to approximately $346 million. This significant investment follows a $105 million growth funding round from General Catalyst, a long-term backer since 2021 known for supporting companies like Airbnb, HubSpot, KAYAK, and Stripe.
Finom's platform goes beyond traditional banking, offering invoicing and a growing suite of features, including AI-enabled accounting, aiming to simplify financial management for entrepreneurs. We're actively expanding our reach across key EU markets like Germany, France, the Netherlands, Italy, and Spain.
At Finom, we’re not just redefining the entrepreneurial experience — we’re empowering our employees to make a real difference. Your work matters, and your impact extends far beyond product metrics. We nurture innovation and an inspiring work environment where bold ideas thrive, prioritizing thorough research, swift implementation of solutions, and ensuring that every effort we make benefits our users, employees, partners, and our business as a whole.
Maintaining our start-up spirit, we prioritize thorough research, swift implementation of solutions, and ensuring that every effort we make benefits our users, employees, partners, and, of course, our business.
You'll join the AI Team — the group driving all AI products and technology at Finom
We build and ship AI across the company: AI financial co-pilot, voice agent, and internal AI-powered processes
Our belief: your AI agent is only as good as your eval loop — we can build AI as good as the evals we run on it
Your mission: own that eval loop across every AI product we ship — pre-launch quality gates, post-launch monitoring, continuous improvement
Close collaboration with AI engineers, Product, and domain experts across the company
Core stack: Databricks, DeepEval, Claude Code
What You Will Be Doing
- Own and extend our offline eval suite across products — datasets (capability + regression), judges, metrics
- Build and maintain online quality dashboards: resolution rate, CSAT, thumbs up/down, LLM-as-judge signals, error rate, latency
- Close the production feedback loop: mine failure patterns from real traffic → turn them into regression cases → propose fixes to Product and domain experts
- Harden methodology: judge stability, non-determinism handling
- Translate numbers into decisions – weekly syncs, clear trade-offs, no dashboards for their own sake
Must-Haves
- Python and SQL — you can build an analysis end-to-end
- Solid foundation in statistics — sampling, hypothesis testing, variance, understanding what a noisy metric is
- Analytical mindset — you start from the business question, not from the tool
- 3+ years in analyst / data scientist roles, at least one in a product context
Nice-to-Haves
- Experience in quality analytics for ML systems — ranking, recommendations, classification, etc.
- Hands-on experience evaluating LLM applications (RAG, agents, tool use, judges)
- Experience building LLM agents — side projects, toy builds, personal experiments all count
How we work — one thing we mean seriously
- AI-assisted coding is our default authoring environment, not a bonus
- Claude Code is our main tool — you'll reach for it for SQL, Python, analyses, dashboards, and internal scripts
- We're looking for analysts who are already curious and fluent with AI coding — or genuinely excited to become fluent fast
- We care about what you ship and how clearly you think
- If this idea excites you rather than worries you, you'll feel at home here
What You Will Get In Return
Make a genuine impact on the product
Join our upward trajectory, and grow with us. We provide the resources and opportunities for continuous personal and professional development, empowering you to make a genuine impact on our evolving product.
Work in the EU
Embark on this exciting journey with us and enjoy the flexibility of traveling and working remotely or in a hybrid model across Europe.
Become a stock options holder
Unlock your inner entrepreneur and align your aspirations with ours through our Stock Options Program. This exciting opportunity is available to every team member, from junior team members to our founders.
Receive unwavering support and care
Finom stands by you at every step, embodying our commitment to your well-being and success reflected in our modern, friendly, and eco-conscious corporate culture. We offer constant support and care to ensure your Finom experience is successful and fulfilling.
Work & Swim program
Immerse yourself in our exclusive Work & Swim Program. Spend one month in a comfortable corporate apartment in enchanting Cyprus. It's the ideal opportunity to strike the perfect work-life balance while enjoying breathtaking Mediterranean views.
Equal Opportunity Statement
At Finom, we're an equal opportunity employer and value diversity at our company. We embrace diversity and invite applications from all walks of life. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, disability status, or other applicable legally protected characteristics.
As published by lever · 6 questions · 2 written answers
Basics
Resume/CV, Full name, Email, Phone, Current location, Current company, LinkedIn URL
Short answers (2)
- How soon are you available to start a new role?
- What are your salary expectations per annum (EUR Gross)?
Pick from a list (1)
- Please select the level that most accurately describes your professional English communication skills (written and verbal) optional
Written answers (2)
- What is your current work authorization status for the country where you plan to be primarily based? Please specify the type of document/visa and its validity
- Share one concrete thing you've built with AI coding tools — a dashboard, a SQL refactor, an analysis notebook, a small internal tool optional
Attachments (1)
- Screenshot, link, or short writeup — whatever lets us see how you work with AI optional
