Senior Data Scientist

3 weeks ago

Aurora, Ontario, Canada Magna International Inc. Full time
About the Role

The Senior Data Scientist will be a key member of the data analytics team at Magna International Inc. In this role, you will use your expertise to solve data-related challenges in manufacturing operations and vehicle data analysis.

You will lead the data projects, apply, and inspire the adoption of advanced data science, analytics, and computer vision across the team and projects.

Develop strategy and applications of statistical analysis, Machine Learning, Computer vision, and AI tools to improve product development, manufacturing, predictive maintenance, and business processes.

Support, plan, and execute the initial and wider deployment and adoption of ML and AI initiatives, PoC, and small-scale implementation.

Conceptualize Machine Learning problems, apply appropriate theory, explore approaches, execute simulations, and implement with minimal supervision.

Leverage internal and external expertise as required.

Regularly interface with senior management to provide project updates.

Occasionally responsible to hire, lead, supervise, and evaluate indirect hires, such as summer students.

Requirements
  • Master's Degree in Data Analytics, Mathematics, Statistics, Computer Science, or a closely related education with 7+ years of experience in industry with a focus on data analytics and/or computer vision.
  • Alternate: Bachelor's degree in Mathematics, Statistics, Computer Science, or a closely related education with 10+ years of experience in industry with a focus on data analytics and/or computer vision.
Preferred Qualifications
  • Experience with a wide variety of ML and AI techniques and algorithms
  • Experience with computer vision, structured light based 3D reconstruction of point cloud or mesh, feature estimation
  • Experience with optimization algorithms for processing time and memory, parallel processing and implementation / Cuda
  • Knowledge of C++
  • Experience with agile project management and related tools such as Confluence and JIRA
  • Experience with cloud-based tools by Microsoft, AWS, Databricks
  • Analytic tools and languages for statistical and machine learning models, especially Python
  • Deep Learning frameworks and tools such as TensorFlow
  • Data management using PySpark and SQL
About Us

Magna International Inc. is a mobility technology company built to innovate, with a global, entrepreneurial-minded team. With 65+ years of expertise, our ecosystem of interconnected products combined with our complete vehicle expertise uniquely positions us to advance mobility in an expanded transportation landscape.

We see a future where everyone can live and move without limitations. That's why we are developing technologies, systems and concepts that make vehicles safer and cleaner, while serving our communities, the planet and, above all, people.

Forward. For all.

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