Data Scientist - Machine Learning/AI Specialist

Date: Feb 12, 2024

Location: Dorval, Québec, CA, H4S 1Y9

Company: Bombardier

Bombardier is a global leader, creating innovative and game-changing planes. Our products and services provide world-class transportation experiences that set new standards in passenger comfort, energy, efficiency, reliability and safety. We are a global organization focused on working together with a team spirit.

In your role, you will

 

•    Act as the lead of a team of data scientist, data engineer 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 the 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 test to assess the impact and fine-tune them to improve accuracy and efficiency.
•    Develop and maintain documentation, best practices, and guidelines for machine learning implementation in SAP4Hana.
•    Keep up to date with the latest research and trends in the field of Machine Learning and SAP4Hana, and apply new methods and techniques where appropriate.

 

Job Overview: We are seeking a talented and experienced Machine Learning/AI Specialist to join aftermarket planning & forecasting team and work on the development and implementation of Artificial Intelligence and Machine Learning solutions for optimization on various aftermarket processes such as inventory management, demand forecasting, supply chain management. You will be responsible for analyzing data, designing and implementing machine learning models, and integrating them into our various transactional platform to improve workflow efficiency using automation, business processes and optimize decision-making.

 

As our ideal candidate

  • 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 have 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,lgbm, R: dplyr, time series forecasting
    • SQL: : Experience with complex queries
  • You have experience with Reinforcement Learning and Mathematical Optimization is a plus
  • You have experience in development using cloud providers Azure (Databricks. Synapse) and AWS (Codebuild, Elastic Contained service) 
  • You have excellent problem-solving and analytical skills.
  • You speak and write in French and English 
  • You are autonomous and resourceful spirit
  • You have strong communication and interpersonal skills to work effectively with cross-functional teams.

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.
 
We thank all applicants for their interest, however, only those under consideration will be contacted. Please continue to monitor our website and apply for additional positions for which you are qualified and may be of interest to you.
 
Join us at https://bombardier.com/en/careers/career-opportunities

Your ideas move people.

 

Job Data Scientist - Machine Learning/AI Specialist

Primary Location Administrative Centre (CA)

Organization Aerospace Canada

Shift 

Employee Status Regular