Data Engineer

BMO Financial Group

BMO Financial Group aims to foster positive change for customers, communities, and employees, focusing on growth through innovation and collaboration. The Data Engineer role is integral to influencing business transformation and ensuring confidence in data across vital operations. BMO supports its employees with training, coaching, and broadening skills as they help achieve company goals.

In this role you can expect to have the responsibilities:

• Lead expertise in data sourced for ML operations.
• Transform data for ML and analytics programs.
• Ensure alignment of production scores and business metrics.
• Proactively identify and resolve metric deviations.
• Clarify key business metrics and implement them at scale.
• Collaborate on preparing modeling master data sets.
• Develop insights and visualizations for business questions.
• Prepare model validation documentation.

This role comes with the following benefits:

• Health insurance.
• Tuition reimbursement.
• Accident and life insurance.
• Retirement savings plans.

This role requires you to have:

• Proven experience in creating production-level data pipelines.
• Strong SQL proficiency.
• 4+ years in data operations engineering and ETL/ELT solutions.
• Practical knowledge in DevOps, DataOps, and MLOps.

You would benefit from having:

• Experience in business transformation using data.
• Competence in NLP to handle unstructured data.
• Familiarity with distributed computing frameworks like Spark and analytics libraries.
• Understanding cloud platforms such as AWS, Azure, and GCP.

BMO is an inclusive, equitable workplace that values diversity and provides accommodations upon request during the selection process. Note to recruiters: BMO does not accept unsolicited resumes from third-party agencies.