Responsibilities • Problem Formulation & Business Context: Analyze root causes, question assumptions, and recommend tech-focused approaches. Develop business cases with projected ROI/cost savings, translate domain requirements into projects, and quantify business impact.
• Data Source Identification & Strategy: Identify and extract fit-for-purpose data across functional domains and datastores (SQL, NoSQL). Perform data quality checks and apply defined data strategy, governance, and management principles.
• Analytical Modeling & Validation: Conduct EDA and select advanced modeling techniques (Bayesian inference, NLP, Vision, Neural Networks, SVM, Random Forest, AutoML) for large-scale structured/unstructured data. Create test-and-learn frameworks and apply testing metrics (ROC, RMSE, Chi-square) to validate multi-stage models and ensembles.
• Code Development, Deployment & Scaling: Write, test, and document code (SQL, Java, C++, Python) to create proofs of concept and application features. Deploy code and models to production servers, track deployed model behavior, and modify parameters for scaling.
• Data Visualization & Communication: Generate graphical data representations using tools (Tableau, PowerBI, Python/R libraries) and story structures (OABCDE). Collaborate with UX/UI designers to build front-end applications, influence stakeholders, and mentor junior associates.
• Execution & Leadership: Drive business plans, remove performance barriers, provide resources, and develop contingency plans. Select, train, mentor, and evaluate associates while promoting a belonging mindset, company compliance, and the Open Door Policy. Requirements:
• Bachelor's degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field
• At lease 8 years' experience in an analytics related fields in Cross-border E-Commerce risk management.
WMGS doesn’t charge any recruitment or similar fee in the recruitment process including but not limited to interview, offering and onboarding.