Develop credit risk model implementations * Develop scalable and efficient production ... Maintain technical documentation and submit change control UAT/PIV evidence for validation review
Develop credit risk model implementations * Develop scalable and efficient production ... Maintain technical documentation and submit change control UAT/PIV evidence for validation review
Analyst III, Counterparty Credit Risk
Oakville, ON · Hybrid
CA$90K - CA$120K/yr
Assess credit risk associated with new counterparties, products, transactions, and business ... Proficiency with Excel, financial modeling, and treasury systems * CPA or progress toward ...
Analyst III, Counterparty Credit Risk
Oakville, ON · Hybrid
CA$90K - CA$120K/yr
Assess credit risk associated with new counterparties, products, transactions, and business ... Proficiency with Excel, financial modeling, and treasury systems * CPA or progress toward ...
Manager, Forecasting Models - Retail & Small Business (Contract until April 2027)
Toronto, ON · On-site
... Validation and Approval, Retail Provisions, Compliance, and Audit. Is this role right for you? In ... Develop credit risk models for the retail and / or small business portfolios that predict PD, LGD ...
Manager, Forecasting Models - Retail & Small Business (Contract until April 2027)
Toronto, ON · On-site
... Validation and Approval, Retail Provisions, Compliance, and Audit. Is this role right for you? In ... Develop credit risk models for the retail and / or small business portfolios that predict PD, LGD ...
Model Risk Specialist
Toronto, ON · On-site
CA$61K - CA$113K/yr
Audit, Risk & Compliance Skills: * Analytical, detail-oriented, well-organized, highly self ... Troubleshoots model validation issues with team members and stakeholders. * Leads or assists with ...
Model Risk Specialist
Toronto, ON · On-site
CA$61K - CA$113K/yr
Audit, Risk & Compliance Skills: * Analytical, detail-oriented, well-organized, highly self ... Troubleshoots model validation issues with team members and stakeholders. * Leads or assists with ...
VP credit Risk & Analytics
CA$160K - CA$180K/yr
VP Credit Risk & Analytics Cambridge ON With over $1Billion in loans funded, our client has helped ... Experience building predictive models, regression modeling, credit modelling for auto adjudication ...
Quick apply
VP credit Risk & Analytics
CA$160K - CA$180K/yr
VP Credit Risk & Analytics Cambridge ON With over $1Billion in loans funded, our client has helped ... Experience building predictive models, regression modeling, credit modelling for auto adjudication ...
VP credit Risk & Analytics
CA$160K - CA$180K/yr
VP Credit Risk & Analytics Cambridge ON With over $1Billion in loans funded, our client has helped ... Experience building predictive models, regression modeling, credit modelling for auto adjudication ...
Quick apply
VP credit Risk & Analytics
CA$160K - CA$180K/yr
VP Credit Risk & Analytics Cambridge ON With over $1Billion in loans funded, our client has helped ... Experience building predictive models, regression modeling, credit modelling for auto adjudication ...
Analyst - Model Validation Group - Toronto
Toronto, ON · On-site
CA$90K - CA$100K/yr
The Model Validation Group (MVG) is currently seeking a model validation analyst at Analyst or ... Previous exposure to credit rating analysis or cash flow modelling * Understanding of model risk ...
Analyst - Model Validation Group - Toronto
Toronto, ON · On-site
CA$90K - CA$100K/yr
The Model Validation Group (MVG) is currently seeking a model validation analyst at Analyst or ... Previous exposure to credit rating analysis or cash flow modelling * Understanding of model risk ...
Partner with business teams to review and validate business cases, ensuring assumptions are robust ... model risk standards. * Oversee adherence to creditrelated policies, standards, and regulatory ...
Partner with business teams to review and validate business cases, ensuring assumptions are robust ... model risk standards. * Oversee adherence to creditrelated policies, standards, and regulatory ...
Senior Manager, Credit & Risk, Consumer Financing Toronto About Clutch We're on a mission to ... Data, models, and experimentation * Build scorecarding approaches, segmentation, and predictive ...
Senior Manager, Credit & Risk, Consumer Financing Toronto About Clutch We're on a mission to ... Data, models, and experimentation * Build scorecarding approaches, segmentation, and predictive ...
Manager, Credit Risk Strategic Initiatives (RESL) (ATH 5274)
CA$96K - CA$136K/yr
Role Overview This role leads strategic credit risk initiatives within the RESL portfolio. It is ... Partner with analytics and/or model development teams to ensure outputs are relevant, interpretable ...
Manager, Credit Risk Strategic Initiatives (RESL) (ATH 5274)
CA$96K - CA$136K/yr
Role Overview This role leads strategic credit risk initiatives within the RESL portfolio. It is ... Partner with analytics and/or model development teams to ensure outputs are relevant, interpretable ...
... Credit risk, Market risk, Model risk, Stress Testing and Internal Capital Adequacy (ICAAP). * Thorough in-depth understanding of the business including changes to the regulatory and business ...
... Credit risk, Market risk, Model risk, Stress Testing and Internal Capital Adequacy (ICAAP). * Thorough in-depth understanding of the business including changes to the regulatory and business ...
Strong financial modeling, accounting, and credit analysis skills, with an ability to assess complex capital structures and risk factors. * Deep understanding of credit products (loans, derivatives ...
Strong financial modeling, accounting, and credit analysis skills, with an ability to assess complex capital structures and risk factors. * Deep understanding of credit products (loans, derivatives ...
Strong financial modeling, accounting, and credit analysis skills, with an ability to assess complex capital structures and risk factors. * Deep understanding of credit products (loans, derivatives ...
Strong financial modeling, accounting, and credit analysis skills, with an ability to assess complex capital structures and risk factors. * Deep understanding of credit products (loans, derivatives ...
Specialist, Capital Markets Model Validation - New or Recent Graduate Opportunity
CA$61K - CA$113K/yr
Audit, Risk & Compliance This role sits within the Capital Markets Model Validation team. The successful candidate will be responsible for validating pricing models, working closely with traders ...
New
Specialist, Capital Markets Model Validation - New or Recent Graduate Opportunity
CA$61K - CA$113K/yr
Audit, Risk & Compliance This role sits within the Capital Markets Model Validation team. The successful candidate will be responsible for validating pricing models, working closely with traders ...
New
Specialist, Capital Markets Model Validation - New or Recent Graduate Opportunity
CA$61K - CA$113K/yr
Audit, Risk & Compliance This role sits within the Capital Markets Model Validation team. The successful candidate will be responsible for validating pricing models, working closely with traders ...
New
Specialist, Capital Markets Model Validation - New or Recent Graduate Opportunity
CA$61K - CA$113K/yr
Audit, Risk & Compliance This role sits within the Capital Markets Model Validation team. The successful candidate will be responsible for validating pricing models, working closely with traders ...
New
Validate AML models including transaction monitoring, client risk rating, and screening * Rigorously test models to assess output quality and provide assurance on the effectiveness of alerts for ...
Validate AML models including transaction monitoring, client risk rating, and screening * Rigorously test models to assess output quality and provide assurance on the effectiveness of alerts for ...
You'll own how we assess risk, make credit decisions, price appropriately, and manage portfolio ... Data, models, and experimentation * Build scorecarding approaches, segmentation, and predictive ...
Quick apply
You'll own how we assess risk, make credit decisions, price appropriately, and manage portfolio ... Data, models, and experimentation * Build scorecarding approaches, segmentation, and predictive ...
Group Risk Specialist (ATH 5211)
Toronto, ON · On-site
CA$96K - CA$136K/yr
Support the ongoing evaluation and use of predictive models in credit strategies to ensure effective use and application of various available models. Provide a broad range of risk analysis, reporting ...
Group Risk Specialist (ATH 5211)
Toronto, ON · On-site
CA$96K - CA$136K/yr
Support the ongoing evaluation and use of predictive models in credit strategies to ensure effective use and application of various available models. Provide a broad range of risk analysis, reporting ...
Provide comprehensive model risk assessments and challenge recommendations to senior leadership and governance committees * Manage the Enterprise Model Risk Management (EMRM) inventory system ...
Provide comprehensive model risk assessments and challenge recommendations to senior leadership and governance committees * Manage the Enterprise Model Risk Management (EMRM) inventory system ...
Leveraging strong data mining, modeling, and analytical skills, you'll identify credit risk trends ... validation of their work experience to qualify for hire. We thank all interested applicants ...
Leveraging strong data mining, modeling, and analytical skills, you'll identify credit risk trends ... validation of their work experience to qualify for hire. We thank all interested applicants ...
Credit Risk Model Validation information
See Ontario salary details
$23K - $39K
7% of jobs
$39K - $55K
10% of jobs
$70K is the 25th percentile. Wages below this are outliers.
$55K - $71K
9% of jobs
$71K - $87K
11% of jobs
$87K - $103K
13% of jobs
The median wage is $104.1K / yr.
$103K - $119K
15% of jobs
$119K - $135K
11% of jobs
$135.8K is the 75th percentile. Wages above this are outliers.
$135K - $151K
11% of jobs
$151K - $167K
6% of jobs
$167K - $183K
4% of jobs
$183K - $199K
4% of jobs
$23K
$110.4K
$199K
How much do credit risk model validation jobs pay per year?
What is credit risk model validation?
What are the key skills and qualifications needed to thrive in credit risk model validation, and why are they important?
What is the difference between Credit Risk Model Validation vs Credit Risk Analyst?
| Aspect | Credit Risk Model Validation | Credit Risk Analyst |
|---|---|---|
| Primary Focus | Assessing and validating the accuracy of credit risk models | Analyzing credit data to assess borrower risk and support lending decisions |
| Skills & Certifications | Statistical, quantitative skills; certifications like FRM or CFA often preferred | Financial analysis skills; relevant certifications like CFA or credit-specific training |
| Work Environment | Quantitative teams within risk management or model validation units | Credit departments, lending teams, or risk management units |
While both roles involve credit risk, Credit Risk Model Validation focuses on testing and validating models' accuracy, whereas Credit Risk Analysts evaluate individual creditworthiness to inform lending decisions. The validation role is more technical and model-focused, while analysts work directly with credit data and client assessments.
What are some common challenges faced by professionals in credit risk model validation roles?

Full-time
Re-posted 12 days ago
Job description
Job Description
What is the opportunity?
Reporting to the Director, Credit & Stress Testing Implementation Assurance, the Associate Director, Credit & Stress Testing ML Engineer will apply business and technical knowledge to turn models into production-grade services that will support model development across the Credit Modelling 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 and stress testing 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. As part of development and maintenance of production models, you will collaborate with several groups including model developers, business stakeholders, and IT teams.
What will you do?
Develop credit risk model implementations
- Develop scalable and efficient production implementations of all credit risk models across provisioning (IFRS 9/CECL) and stress testing programs (EWST/MST/CCAR)
- Engineer and maintain scalable data pipelines and workflows using Python and PySpark
- 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 modellers, 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
Source code review
- Review of reporting code for provisioning (IFRS9/CECL) and stress testing programs (EWST/MST/CCAR).
What do you need to succeed?
Must Have
- 5+ 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
Client Counseling, Communication, Competitive Markets, Critical Thinking, Financial Instruments, Financial Regulation, Long Term Planning, Process Management, Quantitative Methods, Risk ManagementAdditional Job Details
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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.
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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.
Employment Type: FULL_TIMEAbout Royal Bank of Canada
Sourced by ZipRecruiter
Industry
Banking and credit intermediation
Company size
10,000+ Employees
Headquarters location
Toronto, Ontario, CA