Rbc
Finance
Manager,AMLModelTesting
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optimal for Mid candidates.
“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.
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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