About the Company
Delivery Hero is the world's pioneering local delivery platform, operating in over 70+ countries worldwide. As one of Europe's largest tech platforms, headquartered in Berlin, Germany, Delivery Hero has been listed on the Frankfurt Stock Exchange since 2017 and is part of the MDAX stock market index.
Responsibilities
- Drive the development and implementation of advanced machine learning models for delivery time prediction, food prep time prediction, vendor consistency, etc.
- Collaborate with cross-functional teams to enhance the efficiency and performance of the machine learning models across the vertical.
- Analyse large-scale datasets to understand and identify opportunities deploying sophisticated statistical techniques to improve decision making in Time Predictions.
- Lead research initiatives to explore emerging trends and technologies in machine learning, contributing to the advancement of Delivery Hero's digital products and algorithms.
- Serve as a subject matter expert in data science and machine learning, providing guidance and mentorship to other team members and fostering a culture of continuous learning and innovation within the data science team.
Requirements
- Expertise in building and training advanced machine learning models with strong knowledge of the Python data toolkit, ideally centring around PyTorch, xgboost, and lightgbm.
- Through the fluent use of SQL queries, you are able to explore our data universe and gather data to support your analysis and the development of machine learning solutions.
- Have exposure to distributed cloud systems like Kubernetes, Docker Kafka etc.
- You are familiar with deploying and developing in cloud systems, ideally with experience in GCP and BigQuery.
- Experience deploying complex models to serve live traffic and collaborating with ML engineers in creating efficient systems that integrate ML models following good MLOps practices.
Benefits
- Hybrid working model with 2 days per week in the Berlin campus
- 27 days holiday with an extra day on 2nd and 3rd year of service
- €1,000 Educational Budget, Language Courses, Parental Support, and access to Udemy Business
- Health Checkups, Meditation, Gym & Bicycle Subsidy
- Employee Share Purchase Plan, Sabbatical Bank, Public Transportation Ticket Discount, Life & Accident Insurance, Corporate Pension Plan
- Digital Meal Vouchers, Food Vouchers, Corporate Discounts