Applied Science Manager, CBA
Core
Lead a science team developing transformer-based foundation models of customer behavior to evaluate launches and investments, balancing short-term profitability with long-term growth.
Role type
Manager of Applied Scientists, Economists, and Data Scientists
Builds
Shared infrastructure of learned customer behavior representations for measurement and optimization systems
Domain
Retail, Customer Behavior Analytics, Causal Inference, Machine Learning
Deliverable
production ML models
Required skills
ML management, causal inference, sequence modeling, experimental design, methodological invention, production system translation
Preferred skills
deep learning, complex software systems, computer vision
Technologies
transformer-based foundation models, deep learning
Responsibilities
Lead a team of scientists and data scientists, set multi-year research and product agendas, partner with senior scientists and business leaders, work with engineering teams to translate research into production systems
Seniority
Manager, hands-on leadership
