07 ago
|
Experteer Italy
|
Milano
07 ago
Experteer Italy
Milano
pSpecialista Senior / Project Manager /ppYou will perform end-to-end validation of fraud detection ML models, covering data, features, models, deployment, and monitoring. You’ll develop challenger approaches and scrutinize methodologies used by first-line teams. You will build agentic AI tools to automate validation workflows and surface risks. Your work directly supports governance, regulatory expectations, and responsible deployment in a fast-paced payments environment. /pulliValidate end-to-end fraud ML models, including data integrity, features, deployment design, and monitoring /liliDevelop challenger models and critique first-line methodologies and implementations /liliBuild and deploy agentic AI tools to automate validation workflows and surface risks /liliAssess model performance using fraud-specific metrics and business impact trade-offs /liliEvaluate data representativeness, leakage risks, bias, and large-scale feature pipelines /liliReview model governance, explainability, privacy, and regulatory compliance /liliAssess CI/CD controls, deployment processes,
and cloud environments /liliDevelop and maintain validation frameworks and monitoring tools /liliCollaborate with data scientists, ML engineers, product, and business stakeholders /liliDocument validation outcomes in line with governance standards and regulations /liliStay updated on fraud typologies, ML/AI techniques, and regulatory developments /liliAdvanced degree in a quantitative field (Master’s or PhD) /lili3+ years of hands-on fraud modeling experience /liliDeep ML lifecycle expertise from design to production monitoring /liliStrong Python and SQL; PySpark/Spark /liliExperience with agentic AI workflows /liliFamiliarity with cloud ML platforms (AWS SageMaker, Lambda, S3, Athena) and deployment /liliKnowledge of model validation, governance, and regulatory expectations /liliExperience assessing bias, fairness, and privacy risks /liliStrong communication and ability to explain risks to senior stakeholders /liliAbility to work independently while constructively challenging teams /li /ulYou will perform end-to-end validation of fraud detection ML models, covering data, features, models, deployment, and monitoring. You’ll dev… #J-18808-Ljbffr
📌 Senior Data Scientist - Fraud Model Validation (Milano)
🏢 Experteer Italy
📍 Milano