Senior Data Scientist (m/f/x)
Core
Develop and deploy production ML models and data analysis tools for railway IoT sensor data to enable data-driven decisions.
Role type
Senior IC data scientist (production ML)
Builds
Production ML models and sensor data analysis tools for the railway industry
Domain
Railway industry + IoT/AI
Deliverable
production ML models
Required skills
Python, pandas, PySpark, SQL, Git, statistical modeling, ML model deployment, time-series analysis, state-space modeling, survival modeling
Preferred skills
Digital signal processing (DSP), AWS, Databricks, model monitoring, CI/CD workflows
Responsibilities
Develop insights from IIoT sensor data, design and implement solutions from problem understanding to production release, deploy maintainable solutions into live systems, develop tools for sensor data analysis, collaborate with engineers and product managers to translate business needs into technical impact
Seniority
Senior, hands-on IC