Data Scientist – Forecasting

1 day ago

Warszawa, Mazovia, Czech Republic Spyrosoft Full time
About the Role

Join our team in Warsaw, where we're collaborating on a cutting-edge fintech venture with a global industry leader. Together with our Partner – Klarna, we're building an IT hub designed to drive innovation in digital payment solutions. We're on the lookout for top-tier engineers who thrive in dynamic, forward-thinking environments. Spyrosoft is leading the recruitment process, facilitating a seamless experience for candidates who are ready to shape the future of online shopping and payments.

We are looking for a Data Scientist with strong forecasting expertise to join Klarna's Group FP&A team. In this role, you will design, build, and deploy forecasting and analytics models that power Klarna's financial planning and analysis across the full P&L and balance sheet (transactions, revenue, receivables, etc.).

You'll own the end-to-end model lifecycle – from problem framing and data sourcing through feature engineering, modeling, validation, documentation, and monitoring. Your work will support decision-making at the highest levels, ensuring consistency across financial statements and enabling scenario, sensitivity, and stress-testing analyses for plans and forecasts.

This is a hands-on role with direct business impact: you'll productionize solutions in the cloud (AWS) with Python, SQL, Airflow, and Docker, and communicate insights clearly to finance leadership.

Responsibilities
  • Develop, deploy, and maintain forecasting and analytics models covering P&L, balance sheet, and cash flow.
  • Own the end-to-end model lifecycle: problem definition, data sourcing, feature engineering, model design, validation, versioning, and monitoring.
  • Design driver-based and hierarchical forecasts; reconcile across markets and products for financial consistency.
  • Build tools for scenario, sensitivity, and stress testing to support annual plans, monthly forecasts, and in-month outlooks.
  • Partner with stakeholders across Klarna to translate business questions into measurable models and actionable insights.
  • Automate robust, reproducible data pipelines in Klarna's cloud environment (AWS) using Python, SQL, Airflow, and Docker.
  • Create clear narratives, dashboards, and variance bridges that explain model outputs to finance leadership.
  • Promote best practices in clean, maintainable code, data governance, and model risk management.

Who You Are

A data scientist with an ML background, proficient in Python and SQL, and experienced in shipping production code in the cloud (AWS) with Git/CI.

  • Skilled in forecasting methods, both classical and ML-based, with hands-on experience tuning and validating models.
  • Structured, execution-driven, and comfortable delivering end-to-end solutions with high autonomy.
  • An effective communicator who can simplify complex models for non-technical stakeholders.
  • Curious and forward-looking, eager to experiment with cutting-edge tools and AI agents to enhance financial analytics.
  • Academic background in a quantitative discipline (e.g., Mathematics, Physics, Engineering).

Nice to Have
  • Experience in fintech, e-commerce, or consumer finance, with knowledge of payments, receivables, or funding mechanics.
  • Hands-on experience with AWS services (e.g., Batch, Lambda, Step Functions, EC2, S3).
  • Knowledge of workflow orchestration (Airflow) and containerization (Docker).
  • Familiarity with MLOps practices (monitoring, backtesting, drift detection, alerting).
  • Experience with experiment design and statistical testing.
,[] Requirements: Python, SQL, Airflow, Docker, AWS, MLOps, AWS services

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