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- Full-time
- Seniority
- Senior
About the role
Key Responsibilities
- Design and improve matching and ranking algorithms, including supply/demand response and behavioral modeling
- Frame matching as a decision system under uncertainty and real-time constraints
- Develop, test, and deploy real-time matching and dispatching algorithms
- Design and analyze A/B experiments to evaluate matching impact on marketplace efficiency and user experience
- Productionize models in collaboration with engineering, ensuring scalability and robustness in high-load environments
- Monitor system performance, including marketplace balance, feedback effects, and long-term matching quality
- Contribute to methodological choices (e.g., discrete optimization, ranking, RL-inspired approaches)
Skills, Knowledge and Expertise
- 3+ years of experience in Data Science, Applied Research, or algorithmic product optimization, preferably in marketplaces or matching/dispatch systems
- Strong background in probability theory, mathematical statistics, discrete optimization, and causal inference
- Proven ability to move from problem formulation to production-grade solutions
- Proficiency in Python, SQL, and experience with production ML systems
- Experience with auction mechanics, economic models, or incentive-aware matching
- Familiarity with online optimization, RL, or real-time decision systems
- Experience working with large-scale, high-load production environments
Why join us
- Help us challenge injustice by creating fair choices for millions of people across 1100+ cities in 48 countries
- Develop your professional skills with access to mentoring, career consulting, and learning programs
- Collaborate with teams around the world and gain international experience through our Global Talent Exchange Program
- Engage in company-wide challenges, awards, sports activities, employee-led social impact and volunteering projects
- Work alongside people who take initiative, speak openly, and challenge themselves to grow
- Improve your language skills through co-financed courses and internal speaking clubs
- Annual salary from 70 700 EUR gross
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