Rbc

Finance

Manager,AMLModelTesting

Toronto, Ontario, Canada FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid candidates.

The Brief

“Manager, AML Model Testing at Rbc. Skills: AML Model Testing, SQL, SAS, Python, Dataiku, Code Logic Validation, Unit Testing, Integration Testing. Support the ongoing AML model development testing process. Ensure the accuracy and reliability of model code through comprehensive testing”

What You'll Achieve.

Ensure the accuracy and reliability of model code through comprehensive testing; Ensure the model logic correctness, and functionality as per design; Ensure the model passes all test cases

Industry & Context.

Finance
Problems you'll solve

analytical and logical thinking skills; Attention to detail that can identify code bugs; be inquisitive and ask good questions; Not afraid to raise issues and maintain a problem-solving mindset; Provide reasons for test failures along with suggestions for improvement

What They're Looking For.

Must Have

Hands-on experience with SQL, SAS, Python and Dataiku, analytical and logical thinking skills, Skilled in using the MECE (Mutually Exclusive, Collectively Exhaustive) principle to design complicated test cases, Attention to detail that can identify code bugs, be inquisitive and ask good questions, Not afraid to raise issues and maintain a problem-solving mindset, Proficient in preparing and presenting formal reports and documentation, Ability to rapidly acquire new knowledge and conduct testing in unfamiliar modeling areas

Nice to Have

Bachelor's degree in Statistics, Mathematics, Engineering and Computer Science, or a related field, Familiarity with machine learning or data science techniques

What You'll Do.

Support the ongoing AML model development testing process

Ensure the accuracy and reliability of model code through comprehensive testing

Reviewing model design/update context

Conducting code logic/standard validation

Designing unit/integration tests

Providing actionable insights for improvement

Documenting all findings/recommendations

Gather relevant test information and model white paper

Communicate with the model development team

Determine the testing priorities based on business requirements

Define the testing scope and methodology

Develop a testing plan

Set up the testing environment

Develop testing programs

Conduct code logic validation

Implementing coding standard checks

Compare difference between code and documentation

Ensure the code adheres to best practices

Pass an initial logic review

Develop integration tests

Provide reasons for test failures along with suggestions for improvement

Facilitate issue resolution

Ensure the model passes all test cases

How You'll Work.

Team & Collaboration

Communicate with the model development team; Collaborate closely with stakeholders; Work with Testing Lead; Collaboration

Communication Scope

Proficient in preparing and presenting formal reports and documentation; Communication

Process & Methodology

Develop a testing plan

Full Job Description

**_Job Description_** **What is the opportunity?** In support of RBC’s commitment to maintaining a robust enterprise AML Program, the AML Model Testing Manager will support the ongoing AML model development testing process to ensure the accuracy and reliability of model code through comprehensive testing. This role will be responsible for reviewing model design/update context, conducting code logic/standard validation, designing unit/integration tests, providing actionable insights for improvement, and documenting all findings/recommendations to ensure the model logic correctness, and functionality as per design. **What will you do?** * Gather relevant test information and model white paper to understand the model’s design background and update context. Communicate with the model development team to understand the testing requirements. * Work with Testing Lead to determine the testing priorities based on business requirements, define the testing scope and methodology and develop a testing plan. * Set up the testing environment and develop testing programs to use during testing. * Use the model white paper as a guideline to conduct code logic validation, implementing coding standard checks, compare difference between code and documentation, ensuring the code adheres to best practices and passes an initial logic review. * Design unit tests, covering normal cases, abnormal cases, and corner cases to verify that the code consistently produces correct results that meet business requirements under all circumstances. * Develop integration tests as needed to ensure that different modules, components, or systems function correctly together. * Provide reasons for test failures along with suggestions for improvement based on the testing results. * Collaborate closely with stakeholders to facilitate issue resolution and ensure the model passes all test cases. **What do you need to succeed?** **Must-have** * Hands-on experience with SQL, SAS, Python and Dataiku * Strong analytic

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