limehome
Visit websiteData Scientist
Salary not disclosed3+ yearsHybrid
- Germany
- Full time
- Yesterday
About the role
As a Data Scientist at Limehome, you will turn complex business challenges into scalable statistical and machine learning solutions to drive smarter decision-making across pricing, operations, and product. You will collaborate with cross-functional teams to create measurable business impact by applying advanced statistical thinking and commercial acumen. The role involves designing core pricing algorithms and developing models that optimize revenue and operational efficiency.
Responsibilities
- Design, develop, and continuously improve core pricing algorithms to maximize revenue and profitability.
- Design, develop, and evaluate advanced statistical models and machine learning algorithms to solve complex business challenges.
- Apply rigorous statistical methodologies to quantify uncertainty and generate reliable recommendations.
- Design experiments and define evaluation frameworks to measure the effectiveness of new products and pricing strategies.
- Analyze large and complex datasets to uncover opportunities for growth and operational improvements.
- Partner with Revenue Management, Product, Engineering, and BI to translate business questions into scalable analytical solutions.
- Collaborate with Data Engineering to productionize, deploy, and monitor machine learning models.
Required skills
- Python
- SQL
- Machine Learning
- Statistics
- Probability theory
- Regression analysis
- Bayesian statistics
- Experimentation
- Causal inference
- Predictive modelling
Nice to have
- Business Intelligence
Qualifications
- Degree in Data Science, Statistics, Mathematics, Computer Science, or a quantitative field
Benefits
- Visa support
- Language support
- Relocation support
- Hybrid work model
- Learning budget
- Workation
- Sabbatical
- Urban Sports Club membership
- Nilo.health mental wellbeing support
About the Company
Limehome is a leading tech-enabled operator in the hospitality industry offering functional, design accommodations across Europe. Using proprietary technology, the company delivers comfortable and convenient stays with a seamless digital guest experience for business and leisure travellers.