inDrive

Senior Product Analyst – Matching

1 мес. назад

от 59.2k EUR / годКипрSeniorOnsite

pythonsqla/b testingcausal inferencediscrete optimizationonline optimization

Senior Product Analyst – Matching at inDrive, focusing on improving matching systems of a global ride-hailing and urban services platform.

inDrive is a global ride-hailing and urban services platform offering rides, intercity travel, courier and freight delivery, fintech via inDrive.Money, and on-demand tasks.

Unlike traditional dispatch-based matching, our marketplace operates on a unique bid-based model, where rider–driver connections are shaped through direct negotiation.
This creates a fundamentally different analytical problem, requiring rigorous approaches to measuring user behavior, response dynamics, and marketplace incentives.

Define and evolve the metrics framework for matching quality, marketplace balance, and efficiency
Design, run, and analyze A/B experiments to evaluate the impact of matching and ranking changes on marketplace efficiency and user experience
Apply causal inference to isolate the effect of matching decisions on supply, demand, and user response
Analyze and model user behavior and response dynamics in a bid-based marketplace
Translate analysis into clear, actionable recommendations that inform matching and ranking algorithm design
Monitor marketplace health — balance, feedback effects, and long-term matching quality — surfacing risks and opportunities early
Partner with Data Science and Engineering to shape algorithmic improvements and validate their impact in production
Build dashboards and analytical tooling that make matching performance observable and understandable across teams

3+ years in product analytics, marketplace analytics, data science, or algorithmic product optimization, preferably in marketplaces or matching/dispatch systems
Strong background in probability theory, mathematical statistics, experimentation (A/B testing), and causal inference
Solid understanding of marketplace dynamics (supply/demand balance, matching/dispatch)
Ability to move from an ambiguous problem to measurable hypotheses and clear, decision-ready recommendations
Proficiency in SQL and Python for analysis
Experience with auction mechanics, economic models, or incentive-aware matching
Familiarity with discrete optimization, online optimization, or RL-inspired / real-time decision systems (conceptual understanding is enough)
Experience working with large-scale, high-load production environments

Employment Type: Full Time
Location: Cyprus
Annual salary from EUR 59 200 gross
Final benefits may vary depending on the location.
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