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Qdrant

Senior FinOps, Cloud Analyst

Qdrant

. Own visibility into cloud unit economics, including COGS, gross margin, and contribution margin by customer and usage pattern.

Posted 4/21/2026full-timeRemote • 🇩🇪 GermanySeniorWebsite

Tech Stack

Tools & technologies
CloudPythonSQL

About the role

Key responsibilities & impact
  • Own visibility into cloud unit economics, including COGS, gross margin, and contribution margin by customer and usage pattern.
  • Translate infrastructure metrics into revenue, margin, and pricing impact.
  • Build and maintain cost allocation models per customer, ideally automated and easy to trust.
  • Develop real-time dashboards that connect usage, infrastructure cost, and profitability.
  • Create alerting and reporting for margin degradation and cost anomalies.
  • Support pricing decisions for new features, product changes, and packaging evolution.
  • Model the cost impact of variable customer workloads and changing usage behavior.
  • Build forecast models for growth scenarios, including “what happens at 10× scale?”
  • Support enterprise deal modeling and commercial discussions with clear margin insight.
  • Help create a repeatable operating system for pricing and unit economics across teams.

Requirements

What you’ll need
  • Strong analytical background and comfort working with data, cost models, and financial metrics.
  • Experience with cloud infrastructure, usage-based products, or FinOps.
  • Ability to connect technical systems to business outcomes.
  • Experience building dashboards, forecasts, or profitability models.
  • Strong SQL skills; Python or similar tooling is a plus.
  • Clear communication skills and the ability to work across Engineering, Product, Finance, and Sales.
  • A structured, ownership-driven mindset.
  • Nice to have Experience with pricing, monetization, or packaging.
  • Exposure to enterprise deal support.
  • Experience in SaaS, AI infrastructure, or high-variance usage environments.
  • Familiarity with customer profitability segmentation.

Benefits

Comp & perks
  • Shape the future of AI infrastructure
  • Work with a globally distributed, high-talent team
  • Competitive compensation + equity
  • Remote-first culture

ATS Keywords

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Hard Skills & Tools
cost modelsfinancial metricsdashboardsforecastsprofitability modelsSQLPythoncloud infrastructureusage-based productsFinOps
Soft Skills
analytical backgroundclear communicationstructured mindsetownership-driven mindset