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обновлено 8 дней назад

Senior Data Scientist (Logistics)

Формат работы
hybrid
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Germany
Релокация
Germany

Описание вакансии

Текст:
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TL;DR

Senior Data Scientist (Logistics/ML): Optimizing on-demand last-mile delivery operations for millions of orders across 70+ countries with an accent on machine learning and operations research. Focus on conceptualizing modeling approaches, automating model retraining, and designing rigorous A/B tests to drive product growth.

Location: Hybrid (Berlin, Germany) — must be based in or be able to relocate to Berlin

Company

World’s pioneering local delivery platform operating in over 70 countries, headquartered in Berlin.

What you will do

  • Conceptualize and implement modeling approaches for large-scale logistics challenges.
  • Innovate solutions using Machine Learning, Operations Research, and Statistics to drive business value.
  • Engineer automated solutions for model retraining and prediction generation.
  • Collaborate with data engineering and tech teams to define data needs and roadmaps.
  • Process semi-structured data using BigQuery and Spark within a DWH architecture.

Requirements

  • 5+ years of experience applying ML methods to real-world datasets.
  • Fluency in Python and scientific libraries (NumPy, Pandas, Scikit-learn, Matplotlib, Plotly).
  • Proficiency in SQL and Big Data platforms such as BigQuery or Spark.
  • Experience with regression, classification, and ensemble models (Random Forest, XGBoost, LightGBM, CatBoost).
  • Ability to design, execute, and analyze rigorous A/B tests.
  • Must be able to work from the Berlin campus 2 days a week.

Nice to have

  • Experience with Time-Series Forecasting.
  • Knowledge of Operations Research and Statistics.

Culture & Benefits

  • Hybrid working model with a modern Berlin campus.
  • 27 days of holiday, increasing with tenure.
  • €1,000 educational budget, language courses, and access to Udemy Business.
  • Health checkups, meditation, and gym/bicycle subsidies.
  • Employee Share Purchase Plan, corporate pension plan, and life/accident insurance.
  • Comprehensive relocation support for moving to Berlin.