Senior Machine Learning Engineer (m/f/d)
Core
Develop and optimize forecasting and pricing models, define features and labels, and build reproducible ML workflows to drive data-driven decision logics in the Pricing & Revenue context.
Role type
Senior Machine Learning Engineer (Applied)
Builds
Production forecasting and pricing models, data pipelines, and evaluation dashboards
Domain
Retail/Commerce, Revenue Management, Time Series
Deliverable
production ML models
Required skills
Python, SQL, Time Series Analysis, Feature Engineering, Model Evaluation (Backtesting/A/B), Data Quality, Reproducible Pipelines
Preferred skills
Revenue Management/Dynamic Pricing, Analytics Engineering (dbt, Snowflake), MLOps, AWS
Responsibilities
Develop and optimize forecasting and pricing models; Define features and labels while preventing leakage; Implement robust evaluation via backtesting and A/B logic; Build reproducible ML workflows and automate analyses; Enhance dashboards for model and business KPI transparency.
Seniority
Senior, hands-on IC