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flaconi

Online beauty retailer selling fragrances, cosmetics

Data Scientist

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeBerlin, Germany€60k - €80k /yr

About the Job

Requirements

  • Bring a minimum of 3 years of hands-on experience in developing and deploying machine learning solutions for real-world business problems.
  • Demonstrate background exposure to e-commerce, fintech, or fast-paced agency environments; e-commerce is ideal.
  • Demonstrate hands-on experience with Databricks as a Data & AI platform alongside cloud platforms such as AWS, GCP, or Azure.
  • Prove hands-on experience in building, productionalizing, and deploying Generative AI or Agentic AI solutions.
  • Apply hands-on experience with MLOps practices and tools for end-to-end model lifecycle management.
  • Possess a strong grasp of core data science principles to select appropriate techniques, combined with advanced proficiency in SQL, Python (PySpark, scikit-learn, NumPy, matplotlib, pandas), and AI-augmented development tools (Claude, Copilot).
  • Communicate in English, written and verbal, to articulate complex concepts to non-technical stakeholders and drive projects with end-to-end ownership.

Responsibilities

  • Employ statistical techniques and machine learning algorithms for regression, classification, and clustering, including Gradient Boosting, Random Forest, Hierarchical Clustering, and ensemble methods.
  • Develop and productionalize Generative AI and Agentic AI solutions alongside modern NLP techniques using transformer architectures such as BERT and GPT.
  • Utilize time-series forecasting methods such as ARIMA, LSTM, DeepAR, and Prophet for predictive modeling.
  • Conduct exploratory data analysis, advanced feature engineering, and dimensionality reduction such as PCA and t-SNE.
  • Develop and implement deep learning models in PyTorch, TensorFlow, or Keras while leveraging transfer learning strategies.
  • Apply data science to e-commerce use cases including demand forecasting, churn and CLTV modeling, pricing, customer segmentation, recommender systems, and personalization.
  • Handle large-scale datasets using Apache Spark on a technology stack comprising Python (PySpark, pandas, NumPy, scikit-learn, LightGBM), SQL, Databricks (Data Lakehouse and ML platform), AWS (S3, Lambda, EC2, SageMaker, Bedrock), GitHub, and AI-augmented tools (Claude, Copilot), collaborating directly to address stakeholder business needs.

About the Company

flaconi

Online beauty retailer selling fragrances, cosmetics

Flaconi sells beauty products online in the German-speaking region, offering perfume, skincare, makeup, and hair care. Customers shop on flaconi.de, choosing from a catalog of more than 55,000 items from over 1,000 brands, with product descriptions, reviews, and beauty tips to help decisions, plus a Halle logistics center to enable fast delivery. It differentiates itself through a very large product range, reliable delivery speed, and ongoing promotions supported by media backing from its parent group. Its goal is to grow market share in the DACH region and Poland by delivering a convenient, information-rich, and fast online beauty shopping experience.

Company size
501-1,000
Company stage
Acquired
Total funding
Not listed
Headquarters
Berlin, Germany
Founded
2011

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