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Data Scientist - Sales Forecasting & Pricing(m/w/x)
ML model design for demand forecasting and price optimization at a home & living e-commerce platform. 2-4 years data science experience and high proficiency in SQL, Python, Git required. Up to 30 days vacation, subsidized public transport ticket.
Requirements
- 2-4 years experience in data science or machine learning
- Degree in statistics, economics, computer science, mathematics, or comparable
- Deep knowledge of machine learning algorithms
- High proficiency in SQL, Python, and Git
- Cloud infrastructure experience and engineering proficiency as a plus
- Strong analytical thinking and business acumen
- Proactivity, curiosity, and eagerness to grow
- Fluency in English and German as a plus
Tasks
- Design and maintain machine learning models
- Focus on demand forecasting and supply chain simulation
- Develop price optimization algorithms
- Translate business needs into technical specifications
- Prioritize data science initiatives with commercial leadership
- Integrate solutions into end-to-end production systems
- Automate decision-making processes
- Define and monitor performance KPIs
- Continuously improve algorithms based on results
- Provide insightful statistical analyses
- Explain findings to technical and non-technical stakeholders
- Apply new technologies to forecasting engines
- Share learnings to maintain state-of-the-art systems
Work Experience
- 2 - 4 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
- German – Basic
Tools & Technologies
- SQL
- Python
- Git
- AWS
Benefits
Learning & Development
- Extensive learning opportunities
Career Advancement
- Growth and development opportunities
Mentorship & Coaching
- Regular feedback rounds
More Vacation Days
- Up to 30 days vacation
Public Transport Subsidies
- Subsidized public transportation ticket
Company Bike
- Eco-friendly bike leasing program
Informal Culture
- International campus
Parking & Commuter Benefits
- Drive-in bicycle garage
Modern Office
- Outdoor space and lounge areas
Healthcare & Fitness
- Fitness facilities
Family Support
- Parent and multi-faith rooms
Retirement Plans
- Company pension scheme
Corporate Discounts
- 30% home24 discount
- Partner organization employee discounts
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Data Scientist - Sales Forecasting & Pricing(m/w/x)
ML model design for demand forecasting and price optimization at a home & living e-commerce platform. 2-4 years data science experience and high proficiency in SQL, Python, Git required. Up to 30 days vacation, subsidized public transport ticket.
Requirements
- 2-4 years experience in data science or machine learning
- Degree in statistics, economics, computer science, mathematics, or comparable
- Deep knowledge of machine learning algorithms
- High proficiency in SQL, Python, and Git
- Cloud infrastructure experience and engineering proficiency as a plus
- Strong analytical thinking and business acumen
- Proactivity, curiosity, and eagerness to grow
- Fluency in English and German as a plus
Tasks
- Design and maintain machine learning models
- Focus on demand forecasting and supply chain simulation
- Develop price optimization algorithms
- Translate business needs into technical specifications
- Prioritize data science initiatives with commercial leadership
- Integrate solutions into end-to-end production systems
- Automate decision-making processes
- Define and monitor performance KPIs
- Continuously improve algorithms based on results
- Provide insightful statistical analyses
- Explain findings to technical and non-technical stakeholders
- Apply new technologies to forecasting engines
- Share learnings to maintain state-of-the-art systems
Work Experience
- 2 - 4 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
- German – Basic
Tools & Technologies
- SQL
- Python
- Git
- AWS
Benefits
Learning & Development
- Extensive learning opportunities
Career Advancement
- Growth and development opportunities
Mentorship & Coaching
- Regular feedback rounds
More Vacation Days
- Up to 30 days vacation
Public Transport Subsidies
- Subsidized public transportation ticket
Company Bike
- Eco-friendly bike leasing program
Informal Culture
- International campus
Parking & Commuter Benefits
- Drive-in bicycle garage
Modern Office
- Outdoor space and lounge areas
Healthcare & Fitness
- Fitness facilities
Family Support
- Parent and multi-faith rooms
Retirement Plans
- Company pension scheme
Corporate Discounts
- 30% home24 discount
- Partner organization employee discounts
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
home24 SE
Industry
Retail
Description
Das Unternehmen ist eine der führenden Home & Living E-Commerce Plattformen in Kontinentaleuropa und bietet über 250.000 Möbel und Wohnaccessoires an.
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