Analyst, Data & Business Intelligence

Bombardier Transportation GmbH; Dorval; On-site; CAD 90,000 - 120,000; Full time

Job summary

Join a leading aerospace company as a Data Science Lead, where you'll spearhead the implementation of innovative machine learning solutions. With a need for a Master's degree and proven experience in developing AI models, you'll play a critical role in solving business challenges and enhancing data-driven decisions. Bring your strong analytical skills and bilingual proficiency to a dynamic team at Bombardier!

Qualifications

• 5+ years of experience in developing and deploying machine learning models.
• Hands-on experience with Python, R, and SQL.
• Fluent in both French and English.

Responsibilities

• Lead a team of data scientists and engineers to design AI models.
• Automate data extraction and transformation for ML pipelines.
• Evaluate and fine-tune machine learning models for better performance.

Skills

Machine Learning Algorithms

Statistical Modeling

Data Analysis Techniques

Programming in Python

Communication Skills

Analytical Skills

Education

Master's degree in Data Science or related field

Tools

PyTorch

Kedro

Scikit-learn

SQL

Azure

AWS

Job description

Act as the lead of a team of data scientists, data engineers, and university interns.

Collaborate with cross-functional teams to identify business problems and opportunities that can be addressed through machine learning solutions.

Design, develop, and implement artificial intelligence models using tools such as PyTorch, Kedro, and Scikit-learn.

Automate data extraction and transformation for AI/ML pipelines.

Deploy and integrate/adapt existing and new machine learning models into the SAP4Hana platform using SAP Hana Cloud Platform or SAP Cloud Platform.

Evaluate the performance of machine learning models through testing to assess impact and fine-tune them for better accuracy and efficiency.

Develop and maintain documentation, best practices, and guidelines for machine learning implementation in SAP4Hana.

Stay updated with the latest research and trends in Machine Learning and SAP4Hana, applying new methods where appropriate.

How to thrive in this role?

• You have a Master's degree in data science & business analytics, Computer Science, Mathematics, Statistics, or a related field.
• You have at least 5 years of experience in developing and deploying machine learning models.
• You possess strong knowledge of machine learning algorithms, statistical modeling, and data analysis techniques.
• You have hands-on experience with programming languages such as Python (Pandas, Kedro, Scikit-learn, LightGBM), R (dplyr, time series forecasting), and SQL (complex queries).
• Experience with Reinforcement Learning and Mathematical Optimization is a plus.
• You have experience developing using cloud providers Azure (Databricks, Synapse) and AWS (CodeBuild, Elastic Container Service).
• You possess excellent problem-solving and analytical skills.
• You are autonomous and resourceful.
• You have strong communication and interpersonal skills to work effectively with cross-functional teams.
• You are fluent in both French and English, spoken and written.

Join the Bombardier team!

Please note: You don’t need all the listed skills, knowledge, and experience to apply. We are looking for passionate individuals and great talent, not a perfect candidate.

Bombardier is an equal opportunity employer and encourages applications from all backgrounds and characteristics.

Primary Location: Administrative Centre (CA)

Organization: Aerospace Canada

Shift: Day job

Employee Status: Regular