Position Overview
Data Science &Machine Learning Lead
Mission
Leverage AI and Solera’s data assets to develop, deliver, operate, and maintain innovative, production-grade components that make vehicle claims and ownership simpler, faster, and more more efficient for customers and users.
What you will do
Lead technical direction for computer vision–based vehicle damage detection (classification, detection, segmentation), plus tree-based models and LLM-powered components.Own the ML roadmap: translate business goals into measurable technical plans, milestones, and KPIs.Architect scalable data/ML systems on GCP (BigQuery, Dataflow, Vertex AI) to train and serve models across hundreds of millions of images and claims.Guide high-quality delivery in a monorepo: reviews, standards, design docs, testing, reproducibility, and CI/CD.Drive production MLOps: containerization, GKE/Cloud Run, observability (Grafana), cost/perfor...