Senior Data Engineer
Mesh, San Francisco, CA
About the job
Overview
Mesh moves money across hundreds of exchanges, wallets and chains. The data that flow generates is now a product in its own right: clients want to see their conversion, volume and settlement data, Finance needs reporting they can sign, and our own teams answer most questions by asking an AI agent instead of filing a ticket. You'll own how we define, instrument, validate and ship that data, working hands-on in SQL and Python and building the guardrails that let AI agents query our data safely.
What You'll Do
- Own product and client analytics. Define core metrics (conversion rates, transaction success rates) and maintain the central Amplitude data with reusable, templated charts. Build internal and external dashboards for clients.
- Run experiment readouts. Baseline and read out A/B tests on the flow (UI variants, algorithms) and turn results into product decisions.
- Prove migrations with data. Build apples-to-apples comparisons between platforms so decisions move on evidence, not gut feel.
- Guard data integrity. Run and automate daily reconciliation triage and the verification engine.
- Shape instrumentation. Define backend event schemas and the tracking plan, and normalize fields so the data is clean enough for analytics.