AI Infra Deployment
About Nscale and the Deployment PMO
Nscale builds and operates large-scale AI infrastructure, delivering GPU clusters for leading hyperscalers, AI labs and enterprises across North America, EMEA and APAC.
The Deployment PMO turns signed contracts into live AI infrastructure, coordinating the many teams and partners involved in bringing large GPU clusters online.
About the role
The Validation TPM owns the proof that a cluster is ready for the customer. You take the customer’s acceptance criteria and turn them into a test plan, run it at cluster scale, and deliver results that stand up to scrutiny. You track the state of validation for every cluster, from first test run to signed acceptance.
You come from software validation and test frameworks, not only program management. You go deep into any test, question outputs that look too good or too bad, and write the script yourself when that is the fastest way to unblock testing. You sit between engineering, OEM partners and the customer, and your results decide when a cluster is handed off.
This is an individual contributor role reporting to the Director, Logical Deployment. Expect to travel up to 50% of the time, primarily to data center sites.
What you’ll do
Turn acceptance criteria into tests
- Translate each customer’s acceptance criteria into a clear test plan: what is run, at what scale, and with what pass thresholds.
- Agree the plan with the customer and engineering before testing starts, so there are no surprises at handoff.
- Map every acceptance criterion to the test result that proves it, and keep that tra