Analyst, Data & Business Intelligence

at  Bombardier

WHAT ARE YOUR CONTRIBUTIONS TO THE TEAM?

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.
As a Machine Learning/AI Specialist, 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.

Responsibilities:

• 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.

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 have a 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 possess excellent problem-solving and analytical skills.
• You speak and write in French and English
• You are autonomous and have a resourceful spirit
• You have strong communication and interpersonal skills to work effectively with cross-functional teams.
  Please note: You don’t need all the skills, knowledge, and experience listed for this position! We’re not looking for the perfect candidate, we’re looking for great talent and resourcefulness.
  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.
  Job Analyst, Data & Business Intelligence
  Primary Location Administrative Centre (CA)
  Organization Aerospace Canada

Responsibilities:

• 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