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AI FinOps Machine Learning Analyst

Kolvex Cloud

Remote · $60k – $80k / year · Full-time · Posted 5 months ago

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About the role

Cloud bills are the new electricity bills — everyone knows they're too high, but nobody can figure out which light they left on. We help companies understand and reduce their AI/ML cloud spending, which often grows 3x faster than their revenue. Our platform ingests billing data from AWS, GCP, and Azure, normalizes it, and surfaces optimization recommendations. As a junior FinOps analyst, you'll dig into client cloud billing data to find patterns: GPU instances running idle overnight, training jobs that could use spot pricing, inference endpoints over-provisioned by 4x. You'll build the analysis scripts, create the dashboards, and write the recommendations that our account managers present to clients. Each recommendation includes an estimated savings figure — last quarter, our top 20 recommendations saved clients a combined $2.8M. You'll learn the FinOps domain quickly because the data tells clear stories. Your manager will review your first analyses, but within 3 months you'll own client portfolios independently.

Fully remote.

Responsibilities

  • Analyze client cloud billing data to identify cost optimization opportunities
  • Build analysis scripts and dashboards for recurring cost reviews
  • Calculate estimated savings for each optimization recommendation
  • Prepare client-ready reports with clear, actionable findings
  • Monitor implemented recommendations to verify actual savings
  • Maintain internal knowledge base of common cost patterns by cloud provider

Requirements

  • 1+ year of data analysis experience with Python and SQL
  • Familiarity with at least one major cloud provider (AWS, GCP, or Azure)
  • Strong spreadsheet and visualization skills
  • Ability to write clear, non-technical summaries of data findings
  • Interest in cloud infrastructure and cost management

Benefits

  • Fully remote with flexible hours
  • Health and dental insurance
  • $1,500 annual learning stipend
  • Mentorship from senior FinOps practitioners
  • Quarterly team events

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Categories

Data Science & Analytics AI Business, Marketing & Strategy

Skills

python sql pandas aws tableau

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Job Type

Full-time

Level

Junior

Language

English

Salary Range

$60k – $80k / year

AI Expertise

Data Science & Analytics AI Business, Marketing & Strategy

Skills

python sql pandas aws tableau statistics

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