# AI Infrastructure Operations, Demand Planning

Hiring organization: [Menlo Ventures Portfolio](https://career.thegoodapps.co/organizations/menlo-ventures-portfolio)

Canonical page: https://career.thegoodapps.co/jobs/9e66b2ec-d4e2-4ac2-8d5c-0dd61edb8eed

Listed on Menlo Ventures Portfolio's own careers site. Applications go to them directly.

- Seniority: Senior
- Location: New York, NY
- Salary: 320000 – 405000 USD per year

## Summary

This role manages the planning and execution of large-scale AI accelerator infrastructure deployments, translating capacity forecasts into concrete hardware and resource requirements, then tracking delivery through to operational use. It suits someone with deep experience delivering multi-region cloud or HPC infrastructure at scale who can bridge forecasting, procurement, and operational execution.

_Our summary, not Menlo Ventures Portfolio's wording._

## Skills named

Python, SQL

## Required

- Large-scale infrastructure delivery experience (multi-region cloud, HPC, or ≥10k accelerators)
- Technical depth from cluster orchestration through planning telemetry
- SQL and Python proficiency
- Bachelor's degree in a technical field or equivalent engineering track record

## Nice to have

- Reserved-capacity or private-offer experience with cloud or neocloud providers
- Demand-planning translation and variance analysis
- Data center or colocation delivery experience (power, space, network, vendor management)
- Accelerator health assessment and fleet-health SLO definition
- Systems of record or lifecycle services for infrastructure assets
- Hardware generation onboarding into scheduler and observability stacks

Apply on Menlo Ventures Portfolio's site: https://job-boards.greenhouse.io/anthropic/jobs/5382750008