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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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- 2 - 4 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
- Deutsch – Grundkenntnisse
Tools & Technologien
- SQL
- Python
- Git
- AWS
Benefits
Weiterbildungsangebote
- Extensive learning opportunities
Karriere- und Weiterentwicklung
- Growth and development opportunities
Mentoring & Coaching
- Regular feedback rounds
Mehr Urlaubstage
- Up to 30 days vacation
Öffi Tickets
- Subsidized public transportation ticket
Firmenfahrrad
- Eco-friendly bike leasing program
Lockere Unternehmenskultur
- International campus
Parkplatz & Pendelvorteile
- Drive-in bicycle garage
Modernes Büro
- Outdoor space and lounge areas
Gesundheits- & Fitnessangebote
- Fitness facilities
Familienfreundlichkeit
- Parent and multi-faith rooms
Betriebliche Altersvorsorge
- Company pension scheme
Mitarbeiterrabatte
- 30% home24 discount
- Partner organization employee discounts
Noch nicht perfekt?
- DKB AGVollzeit/Teilzeitmit HomeofficeBerufserfahrenBerlin
- Simon-Kucher
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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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- 2 - 4 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
- Deutsch – Grundkenntnisse
Tools & Technologien
- SQL
- Python
- Git
- AWS
Benefits
Weiterbildungsangebote
- Extensive learning opportunities
Karriere- und Weiterentwicklung
- Growth and development opportunities
Mentoring & Coaching
- Regular feedback rounds
Mehr Urlaubstage
- Up to 30 days vacation
Öffi Tickets
- Subsidized public transportation ticket
Firmenfahrrad
- Eco-friendly bike leasing program
Lockere Unternehmenskultur
- International campus
Parkplatz & Pendelvorteile
- Drive-in bicycle garage
Modernes Büro
- Outdoor space and lounge areas
Gesundheits- & Fitnessangebote
- Fitness facilities
Familienfreundlichkeit
- Parent and multi-faith rooms
Betriebliche Altersvorsorge
- Company pension scheme
Mitarbeiterrabatte
- 30% home24 discount
- Partner organization employee discounts
Über das Unternehmen
home24 SE
Branche
Retail
Beschreibung
Das Unternehmen ist eine der führenden Home & Living E-Commerce Plattformen in Kontinentaleuropa und bietet über 250.000 Möbel und Wohnaccessoires an.
Noch nicht perfekt?
- DKB AG
Data Scientist | Fokus: CLV & CRM(m/w/x)
Vollzeit/Teilzeitmit HomeofficeBerufserfahrenBerlin - Simon-Kucher
Senior Consultant Data Science(m/w/x)
Vollzeitmit HomeofficeManagementBerlin, Bonn, Köln, Frankfurt am Main, Hamburg, München - Zalando
Applied Scientist - ZEOS Data Science and Algorithms(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin - Billie
Data Scientist(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin - AUTO1 Group
Senior Data Scientist(m/w/x)
Vollzeitmit HomeofficeSeniorBerlin