Numa

Lead Data Scientist – Pricing & Revenue Optimization

Numa

full-time

Posted on:

Location Type: Remote

Location: Germany

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About the role

  • Design, implement, and iterate on pricing, demand forecasting, and elasticity models under the guidance of the Product Manager.
  • Analyze large, noisy datasets to identify high-impact pricing levers (day-of-week effects, events, demand compression, competitor pricing, LOS controls, overbooking effects).
  • Build models that balance statistical rigor with operational constraints — accuracy and robustness matter more than theoretical elegance.
  • Support fast experimentation cycles by defining model changes, success metrics, and analytical readouts.
  • Own post-experiment analysis: causal inference, uplift estimation, and clear, data-backed recommendations to the PM.
  • Prepare models for production use: stability checks, explainability, edge-case handling.
  • Contribute to logic for event detection, demand shocks, and high-compression periods.
  • Translate analytical results into clear, implementable pricing logic for engineers and the Product Manager.

Requirements

  • 6–10+ years of hands-on experience in data science, analytics, or applied decision science.
  • Big Plus: Proven experience in dynamic pricing, revenue optimization, or demand forecasting environments.
  • Strong applied background in statistics, econometrics, or a highly quantitative field.
  • Solid track record designing and evaluating experiments and causal inference frameworks.
  • Ability to work independently on complex analytical problems, with guidance on priorities but not on execution.
Benefits
  • Empower your career: Thrive in a fast-paced, collaborative environment where your ideas help shape our future. Enjoy opportunities for professional growth and build a fulfilling career path.
  • Experience our brand: Immerse yourself in the Numa lifestyle with a complimentary stay. Share the love with friends and family through exclusive discounts on our stylish apartments. Connect with a global community of colleagues at our inspiring team-building events.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
data scienceanalyticsapplied decision sciencedynamic pricingrevenue optimizationdemand forecastingstatisticseconometricscausal inferenceexperimental design
Soft Skills
independent workproblem-solvinganalytical thinkingcommunicationcollaboration