Principal Data Scientist - AdTech Ranking
Role details
Job location
Tech stack
Job description
Ensuring you and all our Heroes are looked after, happy, and healthy is always on the menu. Because if you're in good shape, then we're in good shape.
Requirements
The ideal candidate will demonstrate:
- World-Class AI and ML Authority:
- Expert Practitioner and thought leader in ranking models and cutting-edge approaches to personalisation, relevance, and multi-objective optimisation under uncertainty.
- The ability to invent and adapt novel ML architectures to solve complex problems at massive scale
- Actively drive the team's expertise through continuous research and implementation of state-of-the-art advancements, particularly focusing on how cutting-edge models can be integrated into our technology stack.
- Continuously research and evaluate state-of-the-art advancements and models in relevance and ranking to identify and implement cutting-edge solutions.
- Deep operational knowledge of AI frameworks (eg TensorFlow, PyTorch) and their application in designing and deploying mission-critical, ultra-low-latency real-time ranking systems.
- Advertising Domain Mastery & Economic Acumen:
- A comprehensive and deep-seated understanding of ad auctions, ad exchange platforms, and macro-economic dynamics within the programmatic advertising space.
- A track record of using probabilistic modelling, causal inference, and statistical rigour to validate assumptions and inform the design of new auction mechanisms and platform policies.
- Proven experience optimising key business metrics such as CPC, CPA, and ROAS by driving significant, measurable business outcomes across multiple product cycles.
- Exceptional Data and Statistical Expertise:
- Advanced proficiency in Python, SQL, and designing robust, end-to-end data workflows for front-end tracking, large-scale behavioral data, and feature engineering.
- The ability to formulate and solve the most complex multi-objective problems for ranking and bidding, effectively balancing conflicting metrics like revenue, engagement, and system stability.
- Strong foundation in probabilistic modelling and statistical rigour in experimental design (A/B testing, causal inference) to influence product decisions.
- Visionary Leadership in AI Systems:
- A demonstrated track record of successfully designing, building, and deploying multiple generations of large-scale AI systems that have delivered measurable, multi-million-euro business outcomes.
- Experience defining and driving the organizational-wide technical strategy (2+ years outlook) for Data Science and ML, influencing the roadmaps of multiple Engineering and Product teams.
- A history of mentoring Staff and Senior engineers/scientists and building alignment across a diverse set of engineering, product, and data organizations to deliver on ambitious, high-impact goals.
Nice-to-Haves:
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Expertise in auction design and pricing models including dynamic and behavioral pricing.
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Contributions to reinforcement learning or causal inference applied to business problems.
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Knowledge of A/B testing methodologies and experimentation design for feature rollouts.
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Familiarity with large-scale recommendation systems or forecasting models for demand prediction.
Benefits & conditions
- Make the most of our hybrid working model and join the team for face-to-face connection and collaboration in our beautiful Berlin campus 2 days a week
- We offer 27 days holiday with an extra day on 2nd and 3rd year of service
- We will support you in developing yourself and your career growth opportunities: 1.000 € Educational Budget, Language Courses, Parental Support and access to the Udemy Business platform to explore a variety of online courses.
- Get moving and release those wonderful, mind-boosting endorphins: Health Checkups, Meditation, Gym & Bicycle Subsidy
- Cash. Dough. Cheddar. Whatever you call it, we'll help you with it: Employee Share Purchase Plan, Sabbatical Bank, Public Transportation Ticket Discount, Life & Accident Insurance, Corporate Pension Plan
- The power of getting together over some food is unrivaled. Here are a few ways to help you do that. All the yum: Digital Meal Vouchers, Food Vouchers, Corporate Discounts. Courses.
Ready to join our team? If you're excited to grow, collaborate and be part of the world's leading delivery platform, we'd love to hear from you. Apply today!