Data Engineer

BMO Financial Group

BMO Financial Group, driven by their core purpose to 'Boldly Grow the Good in business and life', is looking for a Data Engineer. This role is pivotal in crafting clean and automated solutions for data and analytics challenges, enhancing the confidence stakeholders have in BMO's data. The position offers opportunities to collaborate with varied teams to drive business transformation.

In this role you can expect to have the responsibilities:

• Serve as an expert on data used in machine learning operations.
• Transform structured and unstructured data for machine learning and analytics.
• Ensure alignment of production behavioral scores and business metrics with expectations.
• Identify and resolve deviations in metrics proactively.
• Identify, diagnose, and solve problems within given rules.
• Clarify and implement key business metrics at scale.
• Collaborate with data scientists to prepare modeling master data sets.
• Create insights and visualizations to answer high-impact business questions.
• Prepare documentation for model validation.

This role comes with the following benefits:

• Health insurance
• Tuition reimbursement
• Accident and life insurance
• Retirement savings plans
• Performance-based incentives

This role requires you to have:

• Experience in building data pipelines for analytics.
• Ability to write clean, scalable, production-ready code.
• Proficiency with SQL and knowledge of its variations.
• Experience in utilizing natural language processing for unstructured data.
• Experience developing ETL/ELT solutions for large data pipelines.

You would benefit from having:

• Consultative approach with internal partners.
• Proficiency in computational thinking and creative reasoning.
• Verbal and written communication skills.
• Team and collaboration skills.
• Familiarity with distributed computing frameworks like Spark.

BMO Financial Group is committed to providing an accessible workplace and offers accommodations upon request throughout the recruitment process, promoting an equitable and inclusive environment.