
Senior Data Scientist, AdTech (m/f/d)
HelloFresh
Status
Hexjobs Insights
Posada Senior Data Scientist w HelloFresh, odpowiedzialność za modele ML, analiza danych, współpraca z zespołami, praktyki analityczne, rozwój końcowy i dostarczanie wniosków.
Schlüsselwörter
Data Science
Machine Learning
Python
SQL
A/B Testing
Generative AI
Databricks
Cloud Platforms
Predictive Analysis
Vorteile
- Global collaboration at scale
- Technology with real-world impact
- Technical/Product/Design leadership
- End-to-end development/delivery
Technologies we use
Your responsibilities
- Technical Guidance on Predictive Analysis: Provide expertise in the development and application of machine learning models to solve complex business problems, from churn prediction to large-scale personalization.
- Feature Development & Validation: Develop, prepare, and validate the critical data features that fuel models, ensuring they are robust and predictive.
- Model Performance Standards: Drive improvements in model quality and reliability by implementing industry best practices in validation, monitoring, and A/B testing.
- Insight Delivery: Partner with Product and Marketing functions, translating complex findings into actionable insights that guide strategy.
- Analytical Consultation: Proactively collaborate with stakeholders to frame business problems, translate needs into analytical solutions, and provide expertise on the use of Generative AI for content optimization.
- Methodological Perspective: Contribute to the success of the project by establishing analytical best practices and sharing a technical perspective to guide methodologies.
Our requirements
- Data Science Background: A strong background in data science or a related quantitative field, with demonstrated success in applying machine learning techniques to solve business problems.
- Core Tech Stack Experience: High proficiency in working with Python (including libraries like pandas and scikit-learn) and SQL. Hands-on experience with core machine learning methodologies (e.g., regression, classification) and experimentation (e.g., A/B testing).
- Proactive Execution: A demonstrated ability to be accountable for deliverables from ideation to impact, with a focus on driving measurable outcomes and identifying potential issues before they become critical.
- Domain & Tool Experience: Previous experience in the MarTech or CRM domains.
- Modern Platform Proficiency: Experience with data platforms like Databricks or the PySpark ecosystem, and general familiarity with cloud platforms (AWS, GCP, or Azure).
- Generative AI Knowledge: Familiarity with or a strong interest in leveraging Generative AI models (e.g., LLMs) for content automation, including prompt engineering.
What we offer
- Global collaboration at scale: Collaborate with experienced engineers and product partners across HelloTech’s international teams, in a culture of active knowledge sharing.
- Technology with real-world impact: Build and operate modern systems at global scale, supporting 6+ millions of customers and complex supply chain operations.
- Technical/Product/Design leadership: Drive best practices and influence architecture/design, quality, and ways of working in an autonomous, product-led setup.
- End-to-end development/delivery: Drive decisions from problem definition to production, improving systems and enabling long-term scalability.
- Access to workspace at Warsaw Centre Point. The hub offers modern facilities including showers, breakout zones, outdoor space, cycle parking, and refreshments (coffee, soft drinks, and fruit).
Aufrufe: 5
| Veröffentlicht | vor 24 Tagen |
| Läuft ab | in 6 Tagen |
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