Senior Data Scientist für Demand Forecasting und Workforce Analytics (m/w/d)
Core
Building and improving demand forecasting models for workforce planning in the hospitality industry, serving clients with data-driven consulting and actionable insights.
Role type
Senior Data Scientist (Time Series Forecasting & Workforce Analytics)
Builds
Production forecasting models, data-driven consulting services, and new customer-facing services
Domain
Hospitality industry, Time Series Forecasting, Workforce Analytics
Deliverable
production ML models
Required skills
Time series forecasting, Machine Learning, Feature Engineering, Python, AWS, CI/CD, SQL/NoSQL, Model evaluation, Backtesting, Hyperparameter optimization
Preferred skills
Cross-location modeling, API integration, Feature Stores, Deep Learning for time series, Business acumen
Technologies
Python, AWS, CI/CD, SQL, NoSQL
Responsibilities
Develop and refine forecasting models, mentor junior colleagues, conduct data-driven consulting for clients, integrate new data sources, deploy prototypes to production, analyze forecast errors with clients
Seniority
Senior, hands-on IC
