Responsibilities include:

• Building end-to-end machine learning and causal inference systems
• Combining experimental and observational data for long-term decision optimization
• Developing scalable forecasting workflows for product, growth, and finance outcomes

Responsibilities include:

• Leading forecasting and causal inference systems for the global seller ecosystem
• Designing interpretable forecasting engines for revenue, growth, traffic, and LTV planning
• Building causal ML frameworks for feature uplift and campaign effectiveness

Responsibilities include:

• Causal inference and quasi-experimental analysis
• Time series forecasting and risk decomposition
• Business insight generation for planning and decision support

Responsibilities include:

• Equity alpha research focused on ESG and sustainability factors
• Constructing and back-testing proprietary ESG trading signals

Responsibilities include:

• Text and numeric data research for financial-market projects
• Data mining, feature engineering, and statistical modeling

Responsibilities include:

• Building text-based risk measures from large-scale firm disclosures and transcripts
• Supporting empirical research on political risk, global risk, and capital flows

Responsibilities include:

• Teaching graduate and undergraduate economics courses
• Holding consultation hours and supporting student learning
• Designing and evaluating assignments and exams