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BMO

AI Process re-engineer, Capital Markets Product Control

Toronto, ON, Canada
FCP, Canada

$70,000.00 - $150,000.00 · Full-time

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Job details

Pay: $70,000.00 - $150,000.00
Job type: Full-time
Apply by: Nov 10, 2026
Experience: Typically between 5 – 7 years of relevant experience and post-secondary degree in related field of study or an equivalent combination of education and experience.
Posting language: English
Posted: Nov 9, 2026

Original job description

Application Deadline:

11/09/2026

Address:

100 King Street West

Job Family Group:

Finance & Accounting

This role resides in the Capital Markets Product Control team. In this role it will be required to research, builds, and implements scalable artificial intelligence systems capable of learning and making predictions to business requirements, with a focus on finance/accounting operations (month/quarter/year-end close, reconciliations, reporting, and governance). Enhances data pipelines to ensure data is clean, accurate, and optimized for machine learning models; monitors and optimizes learning processes to continuously improve model performance.

This role will help build more effective tools that would enhance the month-, quarter-, and year-end closing process, including financial reporting and financial governance. Supports an efficient and effective accounting function that uses common information sources and practices, reduces ongoing costs, and increases service level performance. This role looks to also drive change using AI tools and skills set to generate efficiencies.

Develops solutions and makes recommendations based on an understanding of the business strategy and stakeholder needs.
Researches, builds, and implements scalable AI systems to support business requirements, including finance/accounting reporting and governance needs.
Runs tests, performs statistical analysis, and interprets test results to validate model performance and reliability for business use.
Monitors, evaluates, and optimizes learning processes to continuously improve high-performance models.
Provides advice and guidance to assigned business/group on implementation of solutions.
Supports the execution of strategic initiatives; includes tracking metrics and milestones.
Builds effective relationships with internal/external stakeholders.
Provides advice and on the implementation of accounting solutions and operational programs.
Reviews supporting documentation, escalating areas of concern and making any necessary amendments.
Coordinates and executes specific activities for the implementation of strategic initiatives; includes tracking metrics and milestones.
Executes routine tasks (e.g. service requests, transactions, queries, etc.) within relevant service level agreements.
Organizes work information to ensure accuracy and completeness.
Collaborates with internal and external stakeholders to deliver on business objectives.
Develops knowledge related to business / group accounting requirements and standards.
Works with other data and analytics professionals to optimize, refine, automate, and scale analysis into repeatable analytics solutions and decision support tools for finance/accounting stakeholders.
Develops ML applications, implements algorithms, and builds tools to apply ML frameworks in production-like workflows that support business processes.
Turns unstructured data into useful information where applicable (e.g., auto-tagging documents, extracting attributes, or assisting narrative/reporting workflows).
Focus may be on a business/group.
Thinks creatively and proposes new solutions.
Exercises judgment to identify, diagnose, and solve problems within given rules.
Works mostly independently.
Broader work or accountabilities may be assigned as need
Operates with a “human-in-the-loop” mindset and responsible AI practices - AI outputs are reviewed/validated before being used for business decisions and reporting.
Take measured risks while protecting the bank by applying our Risk Management Framework in the execution of your role, in line with our Risk Culture and within our approved Risk Appetite, making sound and risk informed decisions that align to business strategy, protect assets, and adhere to applicable policy documents (Frameworks, Policies, Standards, Procedures and Supporting documents), laws and regulations.

Qualifications:

Typically between 5 – 7 years of relevant experience and post-secondary degree in related field of study or an equivalent combination of education and experience.
Completed or near completion of an accounting designation is a plus
Specialized knowledge from education and/or business experience.
Verbal & written communication skills - In-depth.
Collaboration & team skills - In-depth.
Prompt writing skills
Business use case identification
Implement and testing ability
Understanding of AI governance issues
Ability to teach others AI
Ability to use AI tools to prepare data to generate efficiencies (GitHub Co-pilot, Power Automate, Finance for Excel)
Analytical and problem solving skills - In-depth.
Influence skills - In-depth.

Salary:

$70,000.00 - $150,000.00

Pay Type:

Salaried

The above represents BMO Financial Group’s pay range and type.

Salaries will vary based on factors such as location, skills, experience, education, and qualifications for the role, and may include a commission structure. Salaries for part-time roles will be pro-rated based on number of hours regularly worked. For commission roles, the salary listed above represents BMO Financial Group’s expected target for the first year in this position.

BMO Financial Group’s total compensation package will vary based on the pay type of the position and may include performance-based incentives, discretionary bonuses, as well as other perks and rewards. BMO also offers health insurance, tuition reimbursement, accident and life insurance, and retirement savings plans. To view more details of our benefits, please visit: https://jobs.bmo.com/global/en/Total-Rewards

About Us

At BMO we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting, positive change for our customers, our communities and our people. By working together, innovating and pushing boundaries, we transform lives and businesses, and power economic growth around the world.

As a member of the BMO team you are valued, respected and heard, and you have more ways to grow and make an impact. We strive to help you make an impact from day one – for yourself and our customers. We’ll support you with the tools and resources you need to reach new milestones, as you help our customers reach theirs. From in-depth training and coaching, to manager support and network-building opportunities, we’ll help you gain valuable experience, and broaden your skillset.

To find out more visit us at https://jobs.bmo.com/ca/en.

BMO is committed to an inclusive, equitable and accessible workplace. By learning from each other’s differences, we gain strength through our people and our perspectives. Accommodations are available on request for candidates taking part in all aspects of the selection process. To request accommodation, please contact your recruiter.

Note to Recruiters: BMO does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to BMO, directly or indirectly, will be considered BMO property. BMO will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid, written and fully executed agency agreement contract for service to submit resumes.

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More about this job

Responsibilities

This role involves researching, building, and implementing scalable AI systems to optimize finance and accounting operations such as month-end closing and reporting. The incumbent will also monitor model performance, ensure data integrity, and collaborate with stakeholders to drive efficiency through automation.

Requirements

Candidates should have 5-7 years of relevant experience and a post-secondary degree in a related field. An accounting designation is considered a plus, along with specialized knowledge in AI tools and financial governance.

Skills

Artificial intelligence
Machine learning
Data pipelines
Financial reporting
Accounting
Statistical analysis
Model performance monitoring
Prompt engineering
GitHub Co-pilot
Power Automate
Finance for Excel
Analytical skills
Problem solving
Stakeholder management
Risk management
Automation

Benefits

Health insurance
Tuition reimbursement
Accident insurance
Life insurance
Retirement savings plans

Visa sponsorship

Not detected in the job text

Keywords

Artificial Intelligence
Machine Learning
Capital Markets
Product Control
Finance
Accounting
Data Pipelines
Financial Governance
Statistical Analysis
Automation
GitHub Co-pilot
Power Automate
Finance for Excel
Risk Management
Predictive Modeling
Data Analytics
Reporting
Stakeholder Management
Model Validation
Human-in-the-loop
Strategic Initiatives
Financial Reporting
Algorithms
Unstructured Data
Business Strategy

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