Data Scientist at home24 focusing on Sales Forecasting and Pricing, applying machine learning to optimize decision-making processes in supply chain and pricing.
Responsibilities
Design, develop, and maintain machine learning models with a focus on demand forecasting, supply chain simulation, and price optimization
Collaborate with the Commercial Leadership Team to understand business needs and translate them into technical specifications
Integrate solutions into production systems, automating decision-making processes end to end
Define and monitor relevant KPIs to assess performance and improve algorithms based on results
Provide accurate statistical analyses and explain findings to stakeholders to facilitate decision making
Continuously learn and apply new technologies, sharing learnings to ensure state-of-the-art forecasting and pricing engines
Requirements
2-4 years of professional experience in data science or machine learning engineering
Academic degree in a quantitative field such as statistics, economics, computer science, or mathematics
Deep knowledge of machine learning algorithms (e.g., time series models, regression analysis, tree-based models)
High proficiency in SQL and Python
Strong experience in version control (Git)
Experience with cloud infrastructure (AWS preferred) and engineering proficiency
Strong analytical thinking and business acumen, with the ability to translate data into clear insights
Proactive, curious, and eager to grow in a fast-paced environment
Fluent in English; German is a plus
Benefits
Up to 30 days paid vacation each year to unwind and recharge
City mobility with a subsidized public transportation ticket and our eco-friendly bike leasing program
Retirement plans
Company benefits including a pension scheme, 30 % off the home24 assortment, and employee discounts at partner organizations
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