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Senior Data Scientist
2 months ago
We are seeking a highly skilled Data Scientist to join our team at Bombardier Transportation GmbH. As a key member of our Data Science team, you will be responsible for collecting and preprocessing data from various sources, including SAP, Salesforce, and the Connected Aircraft Smart Link Plus box (IoT) of our Global and Challenger fleet.
Key Responsibilities- 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 as well as increase the productivity of our Aftermarket tools and processes.
- Plan and implement the Aftermarket Data Science and AI roadmap together with product managers, product owners, business analysts, and UI/UX designers.
- Collaborate with data and MLOps engineers, ensuring the models are productionized successfully and yield the desired outcome.
- Conduct literature reviews and competitive intelligence on AI-powered digital products and services tailored to the business aviation industry.
- D. in Computer Science, Engineering, or a related field.
- 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).
Bombardier Transportation GmbH is an equal opportunity employer and encourages persons of any race, religion, ethnicity, gender identity, sexual orientation, age, immigration status, disability, or other applicable legally protected characteristics to apply.
