Demand & Capacity Analyst – GPU Utilization & Modeling

Arka Innovate; United States; Remote; USD 80,000 - 110,000; Full time

Benefits offered by this job

Dynamic team environment

Impactful projects

Growth opportunities

Job summary

A tech-driven company is seeking a Demand & Capacity Analyst to drive forecasting and planning of GPU infrastructure usage. The role involves analyzing usage patterns, building predictive models, and collaborating with teams to manage resources effectively. Candidates should have 4–5+ years in analytics and hands-on experience with GPU infrastructure. This is a remote position offering growth opportunities in a dynamic environment.

Qualifications

• 4–5+ years in demand/capacity or infrastructure analytics.
• 2+ years of hands-on experience with GPU infrastructure.
• Strong analytical background.

Responsibilities

• Monitor GPU usage trends across workloads, teams, and applications.
• Develop and maintain predictive models for GPU capacity planning.
• Collaborate with infra and engineering to align scaling strategies.
• Deliver actionable insights and reporting for procurement and cost optimization.
• Identify GPU bottlenecks and recommend improvements.

Skills

Analytical skills

Communication skills

Collaboration skills

Tools

Python

Excel

Job description

Position Overview

At Arka Innovate, we partner with organizations to deliver technology‑led transformation through talent‑driven solutions. Our focus spans across life sciences, healthcare, and emerging tech domains. We take pride in our personalized approach, matching high‑impact professionals with mission‑critical roles.

Position Summary

We’re seeking a results‑oriented Demand & Capacity Analyst to drive forecasting and planning of GPU infrastructure usage. You will analyze usage patterns, build predictive models, and partner with engineering and infrastructure teams to ensure scalable, cost‑effective resource management.

Key Responsibilities

• Monitor GPU usage trends across workloads, teams, and applications
• Develop and maintain predictive models for GPU capacity planning
• Collaborate with infra and engineering to align scaling strategies
• Deliver actionable insights and reporting for procurement and cost optimization
• Identify GPU bottlenecks and recommend improvements in utilization

Requirements

• 4–5+ years in demand/capacity or infrastructure analytics
• 2+ years of hands‑on experience with GPU infrastructure.
• Strong analytical background with tools like Python, Excel, etc.
• Excellent communication and cross‑functional collaboration skills.

Why Join Arka Innovate

• Be a part of a dynamic team that values innovation and cutting‑edge solutions.
• Work on diverse and impactful projects in various industries.
• Growth opportunities in a fast‑paced and supportive environment.
• Remote position.

At Arka Innovate, we are proud to an Equal Opportunity Employer. We are committed to creating an inclusive environment for all employees and do not discriminate on the basis of race, color, religion, gender, sexual orientation, national origin, age, disability, veteran status, or any other legally protected status.