Data Scientist Simulationsmodelle (m/w/d)
Core
Develop a prototype for a long-term planning model, deriving cause-effect relationships between value drivers and financial targets like EBIT and EBITDA.
Role type
Data Scientist (Financial Planning & Simulation)
Builds
Long-term planning model prototypes
Domain
Finance / Corporate Planning
Deliverable
production ML models
Required skills
Statistics, quantitative modeling, regression models, forecasting models, OLS regression, correlation analysis, lag analysis, Monte-Carlo simulations, financial planning, controlling, financial KPI modeling, value driver modeling
Preferred skills
Python, Palantir Foundry, energy sector knowledge, regulatory knowledge (EnWG, ARegV)
Responsibilities
Develop a prototype for a long-term planning model, Derive cause-effect relationships between value drivers and financial targets, Conceive and implement regression models, Build and configure Monte-Carlo simulations, Validate and plausibilize models, Conduct sensitivity analyses and critically examine assumptions and results, Document models and transfer knowledge to the team
