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Added 4 days ago
CS
Associate, Multi-Residential Lending (CMHC)
Cameron Stephens
Toronto, ON
- Full-time
We manage capital on behalf of various partners, including banks, insurance companies, pension funds, family offices, credit unions, and individual investors.
Added 5 days ago
SG
Director – Esoteric ABS, Denver, CO or Toronto
S&P Global
Toronto, ON
- Full-time
As a Director on the Esoteric ABS team, you will lead credit analysis across a portfolio of complex, non-traditional asset-backed structures, serve as an escalation point for analytical…
Added 5 days ago
SL
Director, Operations Analytics
Sun Life
Toronto, ON · Waterloo, ON · Montreal, QC · Sun Life Waterloo King
- Full-time
The Director, Operations Analytics represents a strategic opportunity to help lead the analytics transformation in partnership with key stakeholders across Canadian Operations. This role…
Added 8 days ago
RB
Manager, ML Engineer
Royal Bank of Canada
Toronto, ON
- Full-time
Reporting to the Director, Credit & Stress Testing Implementation Assurance, the Manager, ML Engineer will apply business and technical knowledge to turn models into production-grade…
Added 8 days ago
R
Manager, ML Engineer
RBC
Toronto, ON
- Full-time
Reporting to the Director, Credit & Stress Testing Implementation Assurance, the Manager, ML Engineer will apply business and technical knowledge to turn models into production-grade…
Added 8 days ago
O
Director of Finance
Other.™
Toronto, ON
- $150,000 to $175,000 CAD / year
- Full-time
…Leadership Team. Our work runs on Propel™, our proprietary operating methodology, and PerformanceLock™, our outcome-linked compensation model, so clients get a system that's been refined…
Added 8 days ago
RB
Associate Director, Market Risk Stress Testing
Royal Bank of Canada
Toronto, ON
- Full-time
As an Associate Director, you are an integral member of the Market Risk Stress Testing team within Market and Counterparty Credit Risk (MCCR). The Market Risk Stress Testing team develops,…
Added 8 days ago
R
Associate Director, Market Risk Stress Testing
RBC
Toronto, ON
- Full-time
As an Associate Director, you are an integral member of the Market Risk Stress Testing team within Market and Counterparty Credit Risk (MCCR). The Market Risk Stress Testing team develops,…
Added 9 days ago
Manager, Social Statistics
Government of Alberta
AB
Reporting to the Director of Demography and Social Statistics, the Manager of Social Statistics leads a team of analysts responsible for delivering a robust social statistics program. The…
Added 10 days ago
RB
Associate Director, GRA - Market Risk Analytics
Royal Bank of Canada
Toronto, ON
- Full-time
As Associate Director, you will take a leading role and undertake analysis to design, develop, and provide ongoing maintenance of the quantitative models used in internal risk management…
Added 11 days ago
SG
Associate Director - Structured Finance Ratings, Esoteric Assets, New York, Denver, or Toronto
S&P Global
Toronto, ON
- Full-time
Credit Ratings is an integral part of the Global Ratings Services team, comprising a diverse group of 1,400 analysts spread across key financial hubs worldwide. We are dedicated to…
Added 11 days ago
R
Associate Director, GRA - Market Risk Analytics
RBC
Toronto, ON
- Full-time
As Associate Director, you will take a leading role and undertake analysis to design, develop, and provide ongoing maintenance of the quantitative models used in internal risk management…
Added 13 days ago
SG
Associate Director – Non-Bank Financial Institutions, New York City, Denver or Toronto
S&P Global
Toronto, ON
- Full-time
Coach junior analysts on credit fundamentals, financial modeling, analytical quality, and responsible use of technology.
Added 19 days ago
Manager, Model Validation
EQ Bank | Canada's Challenger Bank
Toronto, ON
The Manager, Model Validation reports to the Director, Model Risk Management and supports the delivery of model validation activities across the Bank. The role executes validation…
Added 19 days ago
EB
Manager, Model Validation
EQ Bank
Toronto, ON
- Full-time
The Manager, Model Validation reports to the Director, Model Risk Management and supports the delivery of model validation activities across the Bank. The role executes validation…
Added 23 days ago
F
Data Scientist, Risk Modeling & Analytics
Financeit
Remote, Canada
- Full-time
- Remote
We are seeking a Data Scientist, Risk Analytics & Modeling, to work under the direction of the Director - Risk Analytics, Data Science & Reporting to develop and deliver robust risk machine…
Added 23 days ago
F
Data Scientist, Risk Modeling & Analytics
Financeit
Toronto, ON
- $75,000 to $100,000 CAD / year
- Full-time
We are seeking a Data Scientist, Risk Analytics & Modeling, to work under the direction of the Director - Risk Analytics, Data Science & Reporting to develop and deliver robust risk machine…
Added 25 days ago
BP
Corporate Credit Analyst – Winter 2027 Intern
BNP Paribas
Montreal, QC
- Internship
Corporate Credit Coordination – coordinates credit process/methodology topics throughout the CCM Team and the Corporate platform
Added 1 month ago
B
Associate, Markets & Liquidity
BCI
Victoria, BC
- $110,000 to $130,000 CAD / year
- Full-time
Reporting to the Director, Markets and Liquidity, the Associate supports BCI’s exchange-traded and OTC derivatives book across all asset classes and clients, spanning trade capture and…
Added 1 month ago
B
Associate, Markets & Liquidity
BCI
Vancouver, BC
- $110,000 to $130,000 CAD / year
- Full-time
Reporting to the Director, Markets and Liquidity, the Associate supports BCI’s exchange-traded and OTC derivatives book across all asset classes and clients, spanning trade capture and…
Added 1 month ago
EB
Senior Manager, Model Validation
EQ Bank
Toronto, ON
- Full-time
The Senior Manager, Model Validation reports to the Director, Model Risk Management, and supports the Director and the VP, Model Risk Management, with respect to all aspects of model…
Added 1 month ago
EB
Senior Manager, Model Validation
EQ Bank | Canada's Challenger Bank
Toronto, ON
- Full-time
The Senior Manager, Model Validation reports to the Director, Model Risk Management, and supports the Director and the VP, Model Risk Management, with respect to all aspects of model…
Added 1 month ago
M
Director, Leasing- Retail
Morguard
Vancouver, BC
- Full-time
…activities of their assigned portfolio incl. financial analysis and modeling of proposed deals, collection and analysis of market rent data, leasing activity reporting, leasing costs and…
Added 2 months ago
Director, AI & Data Science (Marketing Measurement & Effectiveness)
Artefact
Montreal, QC
We are hiring a Director to lead marketing measurement and effectiveness for our US client portfolio, starting with a large, in-flight measurement program for a major US financial services…
Added 2 months ago
FR
Director, Fund & Asset Manager Ratings - Toronto
Fitch Ratings
Toronto, ON
- Full-time
At Fitch Ratings, credit analysts play a pivotal role in moving markets, as quality credit analysis is the lifeblood of our organization. With a legacy of over a century, our unique…

RBC

Manager, ML Engineer

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
Apply by: Oct 30, 2026
Experience: 0-2+ years related work experience in developing and/or deploying scalable coding solutions (including distributed systems and performance optimization)
Posting language: English
Posted: Oct 16, 2026

Original job description

Job Description

What is the opportunity?

Reporting to the Director, Credit & Stress Testing Implementation Assurance, the Manager, ML Engineer will apply business and technical knowledge to turn models into production-grade services that will support model development across the Credit Modeling and Methodology Team (CMM).

In this position you will have the opportunity to work across all banking book exposures in full development/deployment cycles of critical provisioning (CECL, IFRS9) and stress testing (CCAR, EWST, MST) programs. You will be responsible for the production lifecycle of the ECL generation process through development of production source code, building and execution of user assurance and post-implementation testing (UAT/PIV), writing implementation documentation, and development of continuous assurance solutions.

What will you do?

Develop credit risk model implementations

Develop scalable and efficient production implementations of all credit risk models across provisioning and stress testing programs

Engineer and maintain scalable ETL pipelines and workflows

Apply and advocate for coding best practices to optimize production system performance, scalability, and reliability

Development of scalable testing solutions to increase coverage, including unit testing

Build and maintain CI/CD automation (Docker, Kubernetes, OpenShift, GitHub Actions, Airflow)

Contribute to code reviews, collaborate with data scientists, credit risk modelers, and IT teams

Maintain technical documentation and submit change control UAT/PIV evidence for validation review

Use of quantitative methods to diagnose model implementation issues and impacts

What do you need to succeed?

Must Have

0-2+ years related work experience in developing and/or deploying scalable coding solutions (including distributed systems and performance optimization)
Knowledge of credit risk methodology, including capital estimation, credit risk/stress testing models, and/or direct experience with Expected Credit Loss implementations
- Strong programming experience and providing technical leadership on modern Python and PySpark (or similar)

- Experience in data manipulation on large datasets
Credit Risk & Banking Stress Testing: Understanding of provisioning models and stress testing frameworks
Testing & QA: UAT/PIV testing experience in regulated financial environments
Experience in code management solutions (e.g. Git, GitHub)
- Strong interpersonal, communication, and presentation skills, with the ability to articulate and document complex technical problems and control process for a non-technical audience
- Ability to structure workload and manage multiple competing priorities.
- Conceptual thinker with a curious mind to challenge and question the status quo and the ability to make quantitative decisions on ambiguous and complex techniques which will have an impact directly on RBC’s financial statements.

Nice to Have

Test automation frameworks and CI/CD pipeline optimization
Experience with agile transformation or process improvement
AI-assisted development tools (GitHub Copilot, Windsurf, Claude Code)
Familiarity with the AWS Sagemaker environment

What’s in it for you?

We thrive on the challenge to be our best, progressive thinking to keep growing, and working together to deliver trusted advice to help our clients thrive and communities prosper. We care about each other, reaching our potential, making a difference to our communities, and achieving success that is mutual.

A comprehensive Total Rewards Program including bonuses and flexible benefits and competitive compensation
Leaders who support your development through coaching and managing opportunities
Ability to make a difference and lasting impact
Flexible work/life balance options
Work in a dynamic, collaborative, progressive, and high-performing team
Opportunities to do challenging work

Job Skills

Code Reviews, Communication, Critical Thinking, Financial Instruments, Financial Regulation, GitHub, Long Term Planning, Process Management, Python (Programming Language), Quantitative Methods, Risk Management, Source Code Management

Additional Job Details

Address:

RBC CENTRE, 155 WELLINGTON ST W:TORONTO

City:

Toronto

Country:

Canada

Work hours/week:

37.5

Employment Type:

Full time

Platform:

GROUP RISK MANAGEMENT

Job Type:

Regular

Pay Type:

Salaried

Posted Date:

2026-10-16

Application Deadline:

2026-10-30

Note: Applications will be accepted until 11:59 PM on the day prior to the application deadline date above

Our Employment Opportunities

At RBC, we are guided by living shared values of Client First, Integrity, Collaboration, Respect and Excellence and winning together as One RBC. We believe an inclusive workplace that has diverse perspectives is core to our continued growth as one of the largest and most successful banks in the world. Maintaining a workplace where our employees feel supported to perform at their best, effectively collaborate, drive innovation, and grow professionally helps to bring our Purpose to life and create value for our clients and communities. RBC strives to deliver this through policies and programs intended to foster a workplace based on respect, belonging and opportunity for all.

Join our Talent Community

Stay in-the-know about great career opportunities at RBC. Sign up and get customized info on our latest jobs, career tips and Recruitment events that matter to you.

Expand your limits and create a new future together at RBC. Find out how we use our passion and drive to enhance the well-being of our clients and communities at jobs.rbc.com.

RBC is presently inviting candidates to apply for this existing vacancy. Applying to this posting allows you to express your interest in this current career opportunity at RBC. Qualified applicants may be contacted to review their resume in more detail.

Apply About employer

More about this job

Responsibilities

The Manager, ML Engineer will develop and maintain production-grade credit risk models and scalable ETL pipelines to support provisioning and stress testing programs. They will also implement CI/CD automation and ensure high-quality model deployment through rigorous testing and technical documentation.

Requirements

Candidates must have 0-2+ years of experience in developing scalable coding solutions and a strong understanding of credit risk methodology. Proficiency in Python, PySpark, and experience with data manipulation on large datasets are essential for this role.

Skills

Python
PySpark
Credit risk modeling
Stress testing
ETL pipelines
CI/CD
Docker
Kubernetes
OpenShift
GitHub
Airflow
UAT/PIV testing
Data manipulation
Quantitative methods
Technical documentation
Communication

Benefits

Bonuses
Flexible benefits
Competitive compensation
Flexible work/life balance options

Visa sponsorship

Not detected in the job text

Keywords

ML Engineer
Credit Risk
Stress Testing
CECL
IFRS9
CCAR
EWST
MST
Python
PySpark
ETL
Docker
Kubernetes
OpenShift
GitHub Actions
Airflow
CI/CD
UAT
PIV
Quantitative Methods
Data Science
Banking Book
Provisioning
Model Implementation
Agile
AWS Sagemaker
Risk Management
Financial Statements
Software Engineering
Automation

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