Delivery Hero
Director of Data Science, Deep Learning(m/w/x)
Full-timeWith HomeofficeManagement
Berlin
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DEDelivery Hero
Senior Data Scientist - Logistics, Workforce(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Developing ML models for logistics optimization and workforce planning. 5+ years of ML experience with Python and statistical modeling required. 27 days holiday, €1000 educational budget.
Requirements
- 5+ years of experience applying machine learning methods
- Fluency in Python and familiarity with scientific/visualization libraries (NumPy, Pandas, Scikit-learn, Matplotlib, Plotly)
- Ability to transfer business problems to technical solutions
- Design, execute, and analyze A/B tests for platform changes
- Experience solving regression and classification problems with statistical, linear/non-linear, and ensemble models (Random Forest, XGBoost, LightGBM, CatBoost)
- Experience with Time-Series Forecasting, Operations Research, and Statistics is interesting
- Experience with Big Data platforms (Big Query/Spark) and SQL query writing
- Ability to write maintainable code following software engineering best practices
- Severely disabled applicants with equal qualifications will be given preferential consideration.
Tasks
- Conceptualize modeling approaches for logistics challenges
- Innovate new modeling solutions using Machine Learning, Operations Research, and Statistics
- Pair-program to automate model retraining and prediction generation
- Contribute ideas in brainstorming sessions to solve complex modeling problems
- Define data needs for projects and collaborate with data engineering and tech teams
- Work with (semi-)structured data from BigQuery DWH and process with Spark
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- NumPy
- Pandas
- Scikit-learn
- Matplotlib
- Plotly
- Random Forest
- XGBoost
- LightGBM
- CatBoost
- Big Query
- Spark
- SQL
Benefits
More Vacation Days
- 27 days holiday
- Extra holiday day on 2nd year of service
- Extra holiday day on 3rd year of service
Additional Allowances
- 1000 EUR Educational Budget
- Digital meal vouchers
- Food vouchers
Learning & Development
- Language courses
- Udemy Business platform access
Family Support
- Parental support
Healthcare & Fitness
- Health checkups
- Gym subsidy
Mental Health Support
- Meditation
Company Bike
- Bicycle subsidy
Competitive Pay
- Employee Share Purchase Plan
Workation & Sabbatical
- Sabbatical bank
Public Transport Subsidies
- Public transportation ticket discount
Other Benefits
- Life & accident insurance
Retirement Plans
- Corporate pension plan
Corporate Discounts
- Corporate discounts
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Delivery Hero and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- Delivery Hero
Senior Pricing Analyst (Global Pricing)(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Delivery Hero
Senior Manager Software Engineering - Logistics, Time Estimations(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Delivery Hero
Senior Data Scientist - (Query Intelligence, Global Discovery)(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Billie
(Senior) Data Scientist(m/w/x)
Full-timeWith HomeofficeExperiencedBerlin
DEDelivery Hero
Senior Data Scientist - Logistics, Workforce(m/w/x)
Berlin
Full-timeWith Home OfficeSenior
AI/ML
Data Science
Nejo AI Summary
Developing ML models for logistics optimization and workforce planning. 5+ years of ML experience with Python and statistical modeling required. 27 days holiday, €1000 educational budget.
Requirements
- 5+ years of experience applying machine learning methods
- Fluency in Python and familiarity with scientific/visualization libraries (NumPy, Pandas, Scikit-learn, Matplotlib, Plotly)
- Ability to transfer business problems to technical solutions
- Design, execute, and analyze A/B tests for platform changes
- Experience solving regression and classification problems with statistical, linear/non-linear, and ensemble models (Random Forest, XGBoost, LightGBM, CatBoost)
- Experience with Time-Series Forecasting, Operations Research, and Statistics is interesting
- Experience with Big Data platforms (Big Query/Spark) and SQL query writing
- Ability to write maintainable code following software engineering best practices
- Severely disabled applicants with equal qualifications will be given preferential consideration.
Tasks
- Conceptualize modeling approaches for logistics challenges
- Innovate new modeling solutions using Machine Learning, Operations Research, and Statistics
- Pair-program to automate model retraining and prediction generation
- Contribute ideas in brainstorming sessions to solve complex modeling problems
- Define data needs for projects and collaborate with data engineering and tech teams
- Work with (semi-)structured data from BigQuery DWH and process with Spark
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- NumPy
- Pandas
- Scikit-learn
- Matplotlib
- Plotly
- Random Forest
- XGBoost
- LightGBM
- CatBoost
- Big Query
- Spark
- SQL
Benefits
More Vacation Days
- 27 days holiday
- Extra holiday day on 2nd year of service
- Extra holiday day on 3rd year of service
Additional Allowances
- 1000 EUR Educational Budget
- Digital meal vouchers
- Food vouchers
Learning & Development
- Language courses
- Udemy Business platform access
Family Support
- Parental support
Healthcare & Fitness
- Health checkups
- Gym subsidy
Mental Health Support
- Meditation
Company Bike
- Bicycle subsidy
Competitive Pay
- Employee Share Purchase Plan
Workation & Sabbatical
- Sabbatical bank
Public Transport Subsidies
- Public transportation ticket discount
Other Benefits
- Life & accident insurance
Retirement Plans
- Corporate pension plan
Corporate Discounts
- Corporate discounts
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Delivery Hero and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Delivery Hero
Industry
Logistics
Description
The company is a pioneering local delivery platform operating in over 70 countries, focused on delivering an amazing experience.
Not a perfect match?
- Delivery Hero
Director of Data Science, Deep Learning(m/w/x)
Full-timeWith HomeofficeManagementBerlin - Delivery Hero
Senior Pricing Analyst (Global Pricing)(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Delivery Hero
Senior Manager Software Engineering - Logistics, Time Estimations(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Delivery Hero
Senior Data Scientist - (Query Intelligence, Global Discovery)(m/w/x)
Full-timeWith HomeofficeSeniorBerlin - Billie
(Senior) Data Scientist(m/w/x)
Full-timeWith HomeofficeExperiencedBerlin