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Posted 22 days ago

Vice President, Data Scientist

@ Bank of Montreal

Toronto, Ontario

3+ years experience
Apply now
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Overview

Bank of Montreal (BMO Capital Markets) is hiring a Data Scientist for its Data Cognition Team in Toronto. The role builds machine learning and advanced analytics models for algorithmic trading and front-office business decisions across asset classes. Base salary is $120,000-$150,000 CAD, subject to negotiation.

Responsibilities:

  • Develop machine learning models for algorithmic trading across asset classes
  • Analyze large datasets to support trading and banking decisions
  • Build reproducible machine learning pipelines for production
  • Present complex findings to non-technical and senior stakeholders

Requirements summary:

  • PhD in computer science, mathematics, physics or quantitative field
  • Minimum 3 years of data science or machine learning experience
  • Strong Python programming and cloud experience
  • Experience with statistical modeling and time series analysis

Tools & skills

Benefits mentioned

Health insuranceLife insuranceRetirement planTuition support
Source and dates

Employer career site / ATS feed · workday

Employer posting date
2026-10-15
First seen by our source
2026-10-08
Source record updated
2026-11-06

These dates describe the source record, not a live verification that the employer is still hiring. Check the original posting.

Job details

SeniorityMid level
DepartmentData & analytics
Experience3+ years
Work settingOffice
PositionMostly sitting
Physical demandsphysical low · computer high
EducationDoctorate (required)
Fields of studyComputer Science, Mathematics, Physics, Finance, Economics
Perks mentionedRetirement plan, Tuition support, Performance bonus

Summary and details written by AI from the posting; the employer’s posting is the authority.

Bank of Montreal

Saved company profile

Historical company information from a saved The Jobs API profile (LinkedIn/Crunchbase fields). It is not live-verified; figures may have changed. Missing values remain unknown.

Full company description

We’re a bank, but there’s more to it than that. ​ When you join BMO, it opens a world of opportunities. This is a team that's committed to helping you succeed – personally and professionally. Because at BMO, when you grow, we grow. ​ You know your worth and so do we. That’s why we offer the right mix of learning programs, on-the-job experiences, and opportunities to build personal and professional connections – so you can build a meaningful career and thrive as a part of a winning culture.  ​ Sound like your kind of place? Then we should be co-workers.

LinkedIn followers
529,147
People associated on LinkedIn
59,168
Reported office locations
  • First Canadian Place, 100 King Street, Toronto, ON M5X 1A1, CA
  • 111 W Monroe St, Chicago, IL 60603, US
Business categories
  • Wealth Management
  • Finance
  • Banking
  • Financial Services
  • Crowdfunding
Other recorded names
  • Bank of Montreal
  • BMO
Specialties
  • Personal Banking
  • Commercial Banking
  • Wealth Management
  • Capital Markets
  • and Asset Management
Profile identifies a recruitment agency
No
Reported total investment
8,114,072,573

Currency and observation date were not supplied; this is not a current valuation or a funding round.

We’re a bank, but there’s more to it than that. ​ When you join BMO, it opens a world of opportunities. This is a team that's committed to helping you succeed – personally and professionally. Because at BMO, when you grow, we grow. ​ You know your worth and so do we. That’s why we offer the right mix of learning programs, on-the-job experiences, and opportunities to build personal and professional connections – so…

FieldValue
IndustryFinancial Services
Company size10,001+ employees
HeadquartersToronto, ON
Organization typePublic Company
SpecialtiesPersonal BankingCommercial BankingWealth ManagementCapital Marketsand Asset Management
Open jobs on Jobsy965
LinkedInView page
Job description

Application Deadline:

11/29/2026

Address:

100 King Street West

Job Family Group:

Capital Mrkts Sales & Service

BMO Capital Markets is a leading, full-service North American-based financial services provider, with over 2,700 professionals in 30 locations around the world, including 20 offices in North America, offering corporate, institutional and government clients access to a complete range of investment and corporate banking products and services. BMO Capital Markets is a member of BMO Financial Group (NYSE, TSX: BMO), one of the largest diversified financial services providers in North America with US$1.0 trillion total assets and approximately 54,000 employees as of January 31, 2025.

About the Role

We are seeking a talented and experienced Data Scientist to join our Data Cognition Team at BMO Capital Markets. As a Data Scientist, you will be responsible for developing and implementing advanced analytics and machine learning models to support algorithmic trading strategies, and drive business decisions in the front office, Investment Banking, and Corporate Banking. You will collaborate closely with business teams and other stakeholders to understand their data needs and provide insights that improve trading performance and profitability.

Our Team

The Data Cognition Team (DCT) at BMO Capital Markets delivers a scalable, customizable, and sustainable suite of AI-enabled products for multiple business units. Leveraging cutting-edge data and analytics technologies, we solve complex business challenges and drive strategic transformation across Investment Banking, Global Markets, and other divisions.

Key Responsibilities

· Develop and implement advanced analytics and machine learning models using techniques such as Generative AI, Deep Learning, and Reinforcement Learning.

· Build predictive models for algorithmic trading across asset classes including Equities, Fixed Income, Commodities, and Foreign Exchange.

· Collaborate with trading desks, investment banking teams, and corporate banking stakeholders to identify opportunities and optimize strategies.

· Research and experiment with new machine learning techniques, including time series analysis, to improve trading performance and profitability.

· Design and maintain reproducible machine learning pipelines for production environments.

· Analyze large datasets to extract insights and support strategic decision-making.

· Communicate complex technical concepts to non-technical stakeholders and present findings to senior management.

· Visualize complex data clearly and concisely for business consumption.

Qualifications

· Ph.D. in Computer Science, Mathematics, Physics, or a related quantitative field (focus on finance, economics, or operations research preferred).

· Minimum 3 years of experience in data science or machine learning; experience in capital markets is a strong asset.

· Proficiency in statistical modeling, time series analysis, and machine learning frameworks.

· Strong programming skills (Python preferred) and experience with cloud technologies.

· Familiarity with financial tools such as Bloomberg, FactSet, and Thomson Reuters is a plus.

· Excellent problem-solving skills and ability to formulate hypotheses and learn from data.

· Strong communication skills for effective collaboration with technical and business stakeholders.

· Team-oriented, adaptable, and detail-focused with a results-driven mindset.

Nice to Have

· Experience with Generative AI and advanced ML techniques.

· Knowledge of investment banking concepts, trading strategies, and financial data formats.

· Familiarity with MLOps tools and practices for model deployment and monitoring.

What We Offer

Join our dynamic team at BMO Capital Markets and contribute to solving complex challenges in investment banking and global markets using innovative technologies. We offer opportunities for professional growth, access to cutting-edge tools, and the chance to make a significant impact on critical business operations. Apply today with your resume, highlighting your relevant experience in data science and finance.

Base Salary: $120,000-$150,000 CAD

(subject to negotiation and subject to the candidate meeting the specific skills, experience, education, and qualification requirements)

Salary:

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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