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Senior Data Scientist
2 months ago
Job Title: Senior Data Scientist
Location: Administrative Centre (CA)
About the Role:
We are seeking a highly skilled Senior Data Scientist to join our team at Bombardier. 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 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 to ensure 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.
Requirements:
- Master's or Ph.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).
- Proficiency in Python and its ecosystem of machine learning libraries.
- Excellent communication skills in English and French (asset).
About Bombardier:
Bombardier 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.
