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AI Spot Market Capacity Planning Analyst

Ellie Petrov

Full-time · Job · New_York

About the role

We just closed our Series B and GPU spend is growing faster than our forecasting can keep up with. We need a senior-minded analyst, regardless of title, who can model spot market availability across regions and recommend when to commit to reserved capacity versus ride the spot market. Your forecasts directly shape a budget line that's now one of our largest operating costs.

Responsibilities

  • Model spot market GPU availability and pricing trends across regions
  • Recommend reserved vs. spot capacity mix to platform leadership
  • Build forecasting dashboards tracking capacity risk over time
  • Partner with infra engineers to validate capacity assumptions

Requirements

  • 3+ years in capacity planning, FinOps, or infrastructure analytics
  • Experience working with AWS or GCP compute pricing models
  • Comfortable building statistical forecasts from historical data
  • Clear communicator able to influence budget decisions

Benefits

  • Fully remote position
  • Competitive salary + equity
  • Health and dental insurance
  • Stock options

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Categories

MLOps & AI Infrastructure

Skills

python aws gcp kubernetes statistics

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Job Type

Full-time

Level

Mid-Level

Language

English

Salary Range

$100k – $130k / year

AI Expertise

MLOps & AI Infrastructure

Skills

python aws gcp kubernetes statistics

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