Data Scientist – AI Booster Team

Vor 6 Tagen

Berlin, Berlin, Deutschland idealo internet GmbH Vollzeit 60.000 € - 120.000 € pro Jahr

Job Description
At idealo, Generative AI (GenAI) is becoming a multiplier across every team. The AI Booster Team is our internal technical competence center: we pair with product teams, build reusable GenAI building blocks and share best practices company-wide. We validate AI business cases through data and ship evaluation frameworks that turn pilots into production. As a Data Scientist you will translate ideas into evidence: designing experiments, measuring LLM quality, and unlocking the full value of idealo's data assets to guide today's and tomorrow's GenAI initiatives.

This position is available full-time or part-time.

About Your New Role

  • Quantify opportunities & run experiments - perform causal analyses using experiments and observational methods to evaluate the business impact of GenAI features.
  • Own model evaluation pipelines - create metrics dashboards and human / AI-assisted reviews that benchmark LLM quality, cost and safety.
  • Guide model selection - compare foundation models, fine-tunes and RAG setups, recommending the right balance of performance vs. cost.
  • Champion data strategy - surface high-value datasets (product, pricing, behaviour) and advocate their use in current and future AI products.
  • Pair & coach - work embedded with engineers and analysts, sharing best practices in experimentation, metrics, and GenAI evaluation.
  • Harvest patterns - document reusable evaluation playbooks so every team can measure GenAI success consistently.

Skills & Requirements

  • 3 + years in data science / analytics, including A/B testing or causal inference at scale.
  • Expert SQL and Python (pandas, StatsModels / SciPy, scikit-learn); comfortable with notebooks and BI tools for storytelling.
  • Hands-on with LLM assessment - prompt / temperature sweeps, embedding similarity metrics, human-in-the-loop studies, and LLM-as-a-judge tools (e.g. Bedrock model evaluation, OpenAI Evals).
  • Familiar with Generative AI stacks (Hugging Face, LangChain/LlamaIndex, vector DBs like Pinecone/Qdrant) and retrieval-augmented generation concepts.
  • Proficiency in AWS analytics & MLOps: SageMaker Experiments / Pipelines, Bedrock, Athena, Lambda, Step Functions; able to automate evaluation workflows and cost dashboards.
  • Strong communication: can turn complex findings into clear, actionable insights and coach cross-functional teams.
  • We're keen to see evidence of exceptional achievement - perhaps you've scaled a personal project to thousands of users, published influential research, ranked highly in competitive arenas (e.g. sports, Kaggle, hackathons) or maintain widely-used open-source libraries. Tell us what makes you stand out

You don't tick every single box? No worries We hire people, not checklists, and value motivation to grow.

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