Associate, Customer Experience

You bring a strong foundation in data science, statistics, or a related quantitative field, and can translate theory into practical business applications.

You are fluent in SQL and Python, and have experience working with large, messy datasets to extract structured, decision-ready insights.

You think in systems, not symptoms, and can deconstruct complex support issues into clear, root cause categories.

You are comfortable building and deploying machine learning or AI-driven models that drive measurable operational impact.

You communicate complex analyses clearly and concisely, tailoring insights for both technical and executive audiences.

You operate with a bias for action, moving from analysis to recommendation to implementation without overengineering.

As an Associate, Customer Experience on the ACE team, you will apply data science and AI to uncover systemic drivers of executive escalations and support friction. You will design and deploy models that structure unstructured case data into scalable taxonomies, automate postmortem analyses, and surface clear root causes. This role goes beyond reporting, you will translate complex datasets into executive-ready insights and partner cross-functionally to drive measurable reductions in Overturned Rate and M Team Escalations. Success requires strong technical rigor, structured thinking, and the ability to convert analysis into durable operational and product improvements.

Deploy AI-driven solutions to identify systemic support gaps and convert unstructured case data into actionable taxonomies.

Own the development of scalable case classification models that improve visibility into root causes and reduce noise in escalation channels.

Translate complex datasets into executive-ready insights that influence product, policy, and operational decisions.

Partner cross-functionally with Product, Engineering, and Operations to close upstream gaps and prevent repeat issues at scale.

Operate at the intersection of data science and business strategy, using analytics to drive measurable customer and operational outcomes.

The Advanced Case Escalations, ACE, team is responsible for identifying and resolving the systemic gaps that drive executive escalations. We operate at the intersection of Support, Product, Policy, and Operations, conducting structured root cause analyses on high-impact cases and translating findings into scalable fixes. Our mandate is twofold, resolve critical customer pain points in the near term and eliminate the upstream drivers that create repeat friction, strengthen accountability across partners, and sustain improvements to the end-to-end customer experience.