Teams at CarOnSale

Lead a seven-engineer team responsible for real-time auctions and selling modalities. Own technical strategy, architecture, delivery, quality, technical metrics, team hiring and development, and collaboration with Product. Drive AI adoption, manage distributed teams across time zones, and balance engineering risks with product priorities. The role requires substantial software engineering experience, engineering management experience, and expertise in distributed systems, technical governance, testing, and team building.

Own machine learning models from handoff through production, including packaging, deployment, serving, monitoring, drift detection, alerting, and incident response. Review model design and evaluation quality, identify leakage and temporal validation issues, and improve the shared ML platform. Establish engineering standards, ensure feature-store parity, and mentor or review colleagues while operating production AWS infrastructure.

Own machine learning models from handoff through production, including packaging, deployment, inference, monitoring, drift detection, alerting, and incident response. Review model design and evaluation methodology, identify leakage and pipeline issues, and extend a shared ML platform. Establish engineering standards across AWS infrastructure, SageMaker, feature stores, CI/CD, and Terraform while mentoring and reviewing colleagues’ work.