Manager – AML Model Testing

Hands-on experience with SQL, SAS, Python and Dataiku
Strong analytical and logical thinking skills
Attention to detail that can identify code bugs
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

Gather relevant test information and model white paper to understand the model’s design background and update context
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
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

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