Full-Time

Senior Capacity Planner

Gpu

Posted on 3/3/2025

CoreWeave

CoreWeave

501-1,000 employees

Cloud service for GPU-accelerated workloads

Compensation Overview

$145k - $185k/yr

Senior, Expert

Livingston, NJ, USA + 1 more

More locations: New York, NY, USA

Hybrid work environment; candidates not living within 30 miles of an office may be considered for remote work.

Category
Data Management
Data Analysis
Data & Analytics
Required Skills
SQL
Tableau
Looker
Data Analysis
Excel/Numbers/Sheets
Requirements
  • Minimum 7-9 years of prior experience in a planning role, preferably at an infrastructure company
  • Comfortable with basic computing concepts and terminology
  • Ability to effectively work and communicate with cross-functional teams to coordinate operations and activities between departments
  • Experience in managing large data structures (i.e. Excel, SQL, Looker/Tableau) to build reports and run analysis
  • Ability to make recommendations in an ambiguous environment
  • Interest in creating and streamlining processes
  • Strong analytical, problem-solving, and decision-making skills
  • Desire to work in fast-paced environment
  • Understanding of server, storage, and networking hardware and their impact on resource utilization
Responsibilities
  • Perform scenario analysis with a focus on impact to capacity utilization to advise on infrastructure projects under guidance
  • Build complex capacity models for deployment and capex planning that incorporate all physical and logical capacity limits, ensuring all assumptions are understood, measured, modeled and communicated
  • Identify capacity-related concerns and proactively work with data science and eng to develop data pipeline requirements to support all capacity planning needs
  • Analyze historical capacity resource usage metrics and actuals to create dashboards & reporting of key metrics across all product lines
  • Build & run 'what-if' capacity usage scenarios to support predictive budget planning and capacity impact
  • Apply data analysis to inform strategic business decisions prioritizing operational trade-offs and capital spend
  • Collaborate with Demand Planning and Product teams to understand various organic and inorganic demand streams and product trends to analyze and deliver robust forecasts and deployment plans
  • Analyze how hardware architecture and product changes impact capacity and provide feedback to teams and to upper level management
  • Understand and interpret capacity metrics and requirements to distill large data sets to form recommendations to a larger cross-functional team
  • Orchestrate capacity projects as part of larger infrastructure and engineering initiatives as it pertains to server, network and data center capacity
  • Partner with Supply Chain, Delivery, and Datacenter teams to execute and minimize risks on hardware deployment plans across all data centers

CoreWeave provides cloud computing services that focus on GPU-accelerated workloads, which are essential for tasks requiring high computational power like Generative AI, Machine Learning, and Visual Effects rendering. Their services allow clients to access powerful computing resources without needing to invest in expensive hardware, operating on a pay-as-you-go model. This flexibility is beneficial for various industries, including tech companies, film studios, and enterprises needing data processing solutions. CoreWeave uses a fully managed, bare metal serverless Kubernetes platform, which enhances performance while minimizing operational burdens for clients. Unlike many competitors, CoreWeave offers a wide selection of NVIDIA GPUs, enabling clients to optimize performance and costs based on their specific needs. The company's goal is to provide scalable and efficient computing resources that meet the growing demands of the cloud computing market.

Company Size

501-1,000

Company Stage

IPO

Headquarters

New York City, New York

Founded

2017

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for GPU services due to generative AI and machine learning growth.
  • CoreWeave's $1.5 billion credit facility expansion supports scaling and meeting demand.
  • NVIDIA's GPU marketplace expansion offers CoreWeave more opportunities to integrate advanced GPUs.

What critics are saying

  • Nvidia's DGX Cloud Lepton marketplace increases competition, potentially affecting CoreWeave's market share.
  • CoreWeave's earnings miss could impact investor confidence and stock performance.
  • Competitors like Nscale raising funds for AI infrastructure pose a threat to CoreWeave.

What makes CoreWeave unique

  • CoreWeave specializes in GPU-accelerated workloads, crucial for AI and machine learning tasks.
  • Their infrastructure uses bare metal serverless Kubernetes, enhancing performance and reducing DevOps burden.
  • CoreWeave offers a flexible pay-as-you-go model, appealing to cost-conscious businesses.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Tuition Reimbursement

Mental Health Support

Family Planning Benefits

Paid Parental Leave

Hybrid Work Options

401(k) Company Match

Unlimited Paid Time Off

Catered lunch each day in our office and data center locations

A casual work environment

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

2%

2 year growth

5%
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