Data Scientist, Finance

Reposted 12 Days Ago
Be an Early Applicant
Stockholm, SWE
In-Office
Mid level
Artificial Intelligence • Software
The Role
Drive financial analytics and modeling: build production data models, forecasting, and unit-economics analyses; perform cohort and funnel analysis; create dashboards and automated reporting; partner with Finance, Data, and Engineering; support executive reporting and fundraising.
Summary Generated by Built In

TL;DR — You own the data and models behind Lovable's financials. You turn revenue, cost, and usage data into forecasts, scenario analyses, and metrics frameworks the company steers by, build the financial data models and the systems that keep them current, and give leadership and the board numbers they can trust, not one-off spreadsheets.

Why Lovable?

Lovable is the software creation platform that gives people the power to act on the problems closest to them. For decades, turning an idea into software required so much capital, technical fluency, and time that many ideas never came to life. Lovable is the counterargument: a platform for all people with ideas, ambition, and problems worth solving. From solopreneurs to small business owners to teams at companies like Adidas and Zendesk, people have built over 60 million projects on Lovable since its launch in November 2024. And we’re just getting started.

We’re building a generational company from Stockholm, with growing teams in London, Boston, New York, and San Francisco. Our team is small, talent-dense, and moving quickly, with a culture rooted in extreme ownership, high velocity, and low-ego collaboration. We look for people who care deeply, ship fast, and are eager to make a dent in the world.

Lovable is one of TIME’s 100 Most Influential Companies and has been recognized on the Forbes AI 50 and CNBC Disruptor 50, reflecting our momentum as one of Europe’s fastest-growing AI companies and one of the most ambitious places to build in this next era of software.

What we’re looking for
  • A business-minded data scientist who owns financial analytics outcomes: you build the metrics frameworks, data models, and forecasts leadership decides on, instead of handing numbers to someone else to act on.

  • Expertise in financial modeling, forecasting, and scenario analysis: P&L, cash flow, and unit economics (LTV, margin, token and infrastructure cost).

  • You build systems, not one-off spreadsheets: production-grade financial data models with testing, clear ownership, and lineage, plus the agents that keep them current.

  • Strong SQL, Python, and applied statistics. Comfortable with data at scale, and with turning it into forecasts and clear narratives.

  • Deep curiosity about what drives growth, retention, and revenue, and how the business’s economics actually work.

  • Entrepreneurial. You thrive with autonomy and ambiguity, work closely with Finance, Data, and Engineering, and can make complex numbers clear to executive and board audiences.

What you’ll do
  • Own Lovable’s financial analytics: build and maintain the projections, decision analyses, and long-range plans the company steers by, in partnership with Finance.

  • Build production-grade financial data models and metrics frameworks on the warehouse, with testing, ownership, and lineage, so billing, revenue, and cost data is trusted by default.

  • Turn product and business data into financial insight: cohort economics, predictive models, and the drivers behind revenue and retention.

  • Build the dashboards, alerts, and automated reporting, and the agents behind them, that keep Finance and leadership aligned without manual refreshes.

  • Translate complex financial data into clear narratives for executive and board audiences.

  • Support fundraising and strategic initiatives with reliable analysis and data-room preparation.

Our tech stack

We're building with tools that both humans and AI love:

  • Languages: SQL and Python

  • Warehouse & events: BigQuery, PubSub

  • Analytics & reporting: Hex, Lovable Apps

  • Cloud: GCP

And always on the lookout for what's next.

How we hire
  1. Fill in a short form and jump on an intro call with our recruiting team

  2. A call with the hiring manager

  3. A take-home case study

  4. A Most Impressive Project session

  5. Cross-functional interviews with the people you’d work with

  6. A final conversation with leadership

About your application

Please submit your application in English. It's our company language, so you'll be speaking lots of it if you join.

We treat all candidates equally. If you're interested, please apply through our careers portal.

Skills Required

  • Solid technical foundation with SQL, Python, and statistical analysis; comfortable working with data at scale
  • Experience creating production-level data models with strong testing and clear pipeline ownership
  • Expertise in financial modeling, forecasting, and scenario analysis (P&L, cash flow, unit economics)
  • Ability to perform exploratory analysis, behavioral modeling, hypothesis testing, and translate findings into strategic recommendations
  • Experience analyzing funnels, cohorts, and user behavior and building predictive models
  • Experience building dashboards, alerts, and automated reporting to operationalize insights
  • Collaborative experience working cross-functionally with Finance, Data, and Engineering and monitoring data quality
  • Ability to translate complex financial data into clear narratives for executive and board audiences
  • Application and communication in English
  • Curiosity about user behavior and growth/retention drivers
Am I A Good Fit?
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The Company
HQ: Mumbai
351 Employees
Year Founded: 2023

What We Do

Lovable is a platform that lets you build apps and websites by chatting with AI. We are a small European team of serial founders, product engineers, physicists, competitive programmers and people who just care about building a great product quickly. We're on a mission to build the last piece of software that the world will ever need.

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