Data Scientist
Core
Design, develop, and validate machine learning models (forecasting, predictive, analytical) to transform business challenges into scalable AI solutions and data products.
Role type
Senior IC data scientist (time series & forecasting)
Builds
Production-ready ML models and demo-ready PoCs for intelligent mobility solutions
Domain
Intelligent Transportation Systems (ITS) / Mobility
Deliverable
production ML models
Required skills
Machine learning, Python, SQL, Feature engineering, Model validation, Time series analysis, Experimentation management, Data analysis
Preferred skills
MLflow, Apache Airflow, Notebook-based workflows, Agile environments
Technologies
MLflow, Apache Airflow, Python, SQL
Responsibilities
Design and validate ML models through iterative experimentation; Work with customers to define use cases and KPIs; Develop forecasting and predictive models; Collaborate with Data Engineers and MLOps to deliver solutions; Perform feature engineering and model performance analysis; Build visualizations and PoCs to communicate insights; Track experiments and model evolution.
Seniority
Senior, hands-on IC
