Demand & Capacity Analyst - GPU Utilization & Modeling
Arka Innovate
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. #J-18808-Ljbffr Arka Innovate
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$94k - $102k
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Description The Capacity Management Analyst I applies knowledge of the client’s clinical or business requirements, Epic Cadence application capabilities... ...service and contributes to the organization’s mission of utilizing information technology to improve patient care while...Full timeTraineeshipWork at officeLocal area- Madison-Davis, LLC seeks an IT Demand Management Analyst for an in-office role within a financial services organization. You will establish and... ...ensure requirements align with business priorities and IT capacity. The ideal candidate combines strong business analysis and...Work at office
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...success. Overview The Financial Modeling Analyst joins the Financial... ...financial models supporting central utility, chilled water, renewable... ...analyses related to project capacity, costs, revenues, financing... ...changing priorities, and competing demands for time.. Travel...Work at office$195k - $235k
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$80k - $120k
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...for an experienced Network Planning Analyst to join our Network Planning and Strategy... ...for analyzing current and future demand, evaluating capacity and skill coverage, identifying gaps,... ...and Google Sheets. Build analytical models and reporting tools that improve visibility...Live inLocal areaRemote workWorldwideFlexible hours- ...Position Overview The Business Analyst I will play a critical role... ...project performance, resource utilization, profitability, forecasting,... ...data systems. Develop data models and structures that enable scalable... ...and on-site work Physical Demands & Work Environment On-site...Work at officeLocal areaNight shift
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6497 - Business Analyst, Veeva Migration / Business Analyst Remote... ...Document Lists, and TMF Reference Model alignment. Conduct data... ...processes, and document migration utilities. Experience with ALM, Jira,... ..., business needs, market demand, and competitive market practice...Temporary workWork experience placementRemote work$40 - $45 per hour
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$109.3k - $191k
..., and quality-conscious Undersea System Analysts to join our Operations Research and Systems... ...a wide range of analytical methods are utilized to aid decision-making.ARL is an... ...plan an approach to a problem, develop models, execute models/simulations, and analyze...Full timeWork experience placementWork at officeRemote workFlexible hours$112k - $168k
...you can make your mark as a Delivery Analyst at Marsh McLennan Agency. Marsh McLennan... ...we combine the personalized service model of a local consultant with the global... ...portfolio progress, resource utilization (capacity vs demand) and upcoming initiatives. Maintain...Minimum wageLocal areaRemote workNight shift$175k - $250k
...buildout of neocloud and GPU-as-a-service providers,... ...data center capacity, power and cooling constraints... ...are looking for a Senior Analyst to join our AI... ...take ownership of the models, shape the industry views... ...the pace of AI compute demand, and translate them into...Full timeContract workLocal areaImmediate start$40k - $65k
Data Annotation Analyst - AI Perception Career at Appen — Remote Career... ...Exposure to cutting-edge perception model development for autonomous machinery — a high-demand, fast-growing niche. Appen's... ...tools. Experience with subsurface utility engineering (SUE), construction...Hourly payContract workRemote work$28.08 - $43.88 per hour
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$70.48k - $84k
...join our team as a Business Analyst (Real Estate Development and... ...tracking tools Support financial modeling and scenario analysis related... ...required. Key Competencies: Capacity and initiative to function... ...perform professionally within a demanding environment and navigate a...Work at office- ...related opportunities.Develop and customize DS / ML / AI / Analytics models and solutions for specific business problems within an industry... ...to drive insights.Minimum of 1 year of experience serving utilities clients (electric, gas, or water) or in a utilities finance,...Work experience placementLive inWork at officeLocal area
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