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Software Engineer

Netflix - 1d ago

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Senior Software Engineer

Reddit - 4d ago

Principal Data Scientist - Ad Tech

AI Summary ✨

Requirements

  • Mastery of ranking models (e.g., neural ranking architectures, neural auction approaches, and cutting-edge approaches to personalization and relevance)
  • Expertise in bidding algorithms, multi-objective optimization, and reinforcement learning (RL) applications in advertising
  • Advanced knowledge of AI frameworks (e.g., TensorFlow, PyTorch) and their application to real-time decision systems
  • In-depth understanding of ad auctions, ad exchange platforms, and auction dynamics
  • Proven experience optimizing CPC, CPA, and ROAS metrics for advertisers at scale
  • Advanced proficiency in Python, SQL, and designing workflows for front-end tracking data
  • Strong foundation in probabilistic modeling, causal inference, and statistical rigor in experimental design

Nice-to-Haves

  • Expertise in econometrics or game theory as applied to auction and pricing strategies
  • Contributions to open-source AI tools or publications in top-tier machine learning conferences
  • Knowledge of calibration techniques (e.g., Platt scaling, isotonic regression) to ensure prediction reliability
  • Familiarity with transformer-based architectures or graph neural networks for complex data interactions

What You'll Be Doing

  • Work on one of the most exciting topics at Delivery Hero with significant top management attention
  • Drive transformative innovation in AI-powered ranking and bidding systems for digital advertising
  • Define and own the direction of data science models for our new adtech products to ensure they are built for our future needs
  • Lead the creation of advanced models and strategies that redefine auction dynamics, maximize advertiser ROI, and deliver exceptional user experiences
  • Elevate advertising intelligence capabilities, setting new industry benchmarks while shaping the future of data-driven decision-making at scale

Perks & Benefits

  • Hybrid working model with face-to-face connection in Berlin campus
  • 27 days holiday with additional days based on years of service
  • Support for career growth opportunities through education budget, language courses, and more
  • Health benefits including gym and bicycle subsidy, meditation, and more
  • Financial benefits such as Employee Share Purchase Plan, Sabbatical Bank, and more
  • Food-related perks like meal vouchers, discounts, and more
Apply here
Delivery Hero logo

Delivery Hero

Berlin, Germany

Experience: Principal
Posted: December 30, 2024
Python
machinelearning

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