Senior Data Scientist - Predictive Maintenance & ML Ops

Siemens Mobility; Raleigh (NC); Remote; USD 86,000 - 148,000; Full time

Job summary

Siemens Mobility is seeking a hands-on Data Scientist to transform asset, maintenance, operational, and product data into production-ready analytical and machine learning solutions.

You will partner with product managers, engineers, domain experts, and customer-facing teams to frame business problems, prepare data, develop and evaluate models, and support deployment into production workflows.

Qualifications

• 4-5 years of professional experience in data science or ML

Responsibilities

• Translate business problems into analytical questions, hypotheses, and measurable success criteria.
• Prepare data, engineer features, and build/validate models for production use cases.
• Develop and evaluate statistical and ML models for forecasting, anomaly detection, and predictive maintenance.
• Collaborate with product, engineering, and domain teams to deploy and monitor models.
• Own data science workstreams ensuring explainability and measurable impact.

Skills

Python

SQL

Statistics

Time-series

Data wrangling

Model evaluation

Education

Bachelor's or Master's in CS/Stats/DS/ML/OR/Engineering

Tools

Azure

AWS

Databricks

Git

Job description

Siemens Mobility is seeking a hands-on Data Scientist to transform asset, maintenance, operational, and product data into production-ready analytical and machine learning solutions.

You will partner with product managers, engineers, domain experts, and customer-facing teams to frame business problems, prepare data, develop and evaluate models, and support deployment into production workflows.