Senior Data Scientist

3 weeks ago

Dorval, Quebec, Canada Bombardier Transportation GmbH Full time
About the Role

We are seeking a highly skilled Senior Data Scientist to join our team at Bombardier Transportation GmbH. As a Senior Data Scientist, you will be responsible for collecting and preprocessing data from various sources, performing exploratory data analysis, and developing machine learning models to propel our Digital Portfolio of customer-facing applications.

Key Responsibilities
  • Collect and preprocess data from SAP, Salesforce, and the Connected Aircraft Smart Link Plus box (IoT) of our Global and Challenger fleet.
  • Perform exploratory data analysis and feature engineering to extract new insights and generate business value.
  • Develop, train, validate, and monitor machine learning, statistical, and AI models to propel our Digital Portfolio of customer-facing applications.
  • Work in close collaboration with data and MLOps engineers, ensuring the models are productionized successfully and yield the desired outcome.
  • Collaborate with aircraft system engineers, technical specialists, field service representatives, and our Customer Response Center to develop a state-of-the-art Predictive Maintenance solution.
Requirements
  • Experience deploying big data analytics in the cloud (AWS, Azure, Google Cloud).
  • Experience supporting enterprise-grade, fully productionized MLOps pipelines.
  • Experience with time-series data, particularly telemetry (sensor-based) data.
  • Experience with predictive maintenance and aircraft systems (asset).
  • Master Python and its ecosystem of machine learning libraries.
  • Excellent communication skills in English and French (asset).
What We Offer
  • Insurance plans (Dental, medical, life insurance, disability, and more).
  • Retirement savings plan.
  • Employee Assistance Program.

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