Applied Scientist, Customer Growth

Develop and deploy AI models that drive profitable customer growth across Thumbtack’s customer lifecycle. Build production systems such as CLV modeling, LLM-powered agentic workflows for ad copy generation and performance understanding, recommendation engines, and next-best-action personalization. Analyze structured and unstructured data from experiments and observational sources, ensuring reliability through monitoring and iterative improvement while balancing execution speed with scientific rigor.