1d ago
Data Scientist, Growth Data Products
Berlin
โจ $90k-$130k / yearest.
full-timemid Hybride-commerce
๐ Tech Stack
๐ผ About This Role
You'll deliver end-to-end data products for GetYourGuide's growth engine, transforming raw marketing data into self-service insights and automated decision systems. You'll own solutions from concept to deployment, evaluate when to use machine learning vs. simpler heuristics, and run A/B experiments to guide product strategy. This role offers direct impact on growth channels like Paid Search, Display, CRM, and Attribution.
๐ฏ What You'll Do
- Deliver end-to-end data products from concept to deployment and monitoring.
- Weigh impact vs. complexity to choose ML or simpler heuristics.
- Write robust, scalable Python code with unit tests and optimizations.
- Run deep-dive analyses and A/B experiments to guide product strategy.
- Set up monitoring and alerting for input, output, and business metrics.
๐ Requirements
- 3-4 years of hands-on ML model building for production.
- Python proficiency with software engineering best practices.
- SQL and data manipulation (pandas/polars) and statistics skills.
- Ability to solve high-level business problems end-to-end.
โจ Nice to Have
- Experience with LLMs and Agentic AI (prompt design, RAG, LangChain).
- Familiarity with Spark for distributed computing.
- Prior experience in growth, marketing tech, or e-commerce marketplace.
๐ Benefits & Perks
- ๐ Annual personal growth budget and mentorship programs
- ๐ 30 days per year work from anywhere
- ๐ Monthly transportation and fitness budget
- ๐๏ธ Discounts on GetYourGuide activities for you and family
- ๐๏ธ Hybrid working with 3 office days, 2 remote days
๐จ Hiring Process
Estimated timeline: 2-4 weeks ยท AI estimate
- 1Recruiter Callยท 30 min
- 2Technical Screenยท 60 min
- 3On-site Interviewยท 4 hours
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