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ScaleOps

AI Cloud Infrastructure / Kubernetes · New York, New York, USA / Tel Aviv, Israel

Matrix Employer Score™

96.69

High confidence

Employer Intelligence Evidence

Evidence-backed signals supporting our assessment of this AI employer.

Evidence-backed
AI Impact
High Confidence
95
3 evidence items
View evidence

Supporting signal

AI Infrastructure Deployment & Ecosystem Impact

AI Infrastructure Deployment & Ecosystem Impact

Medium Confidence

Oct 7, 2026

A ScaleOps case study reports Rokt placed autonomous Kubernetes compute orchestration into production during its proof of concept, without code changes or manual policies; Rokt's named cloud infrastructure lead reports a positive return on its initial contract commitment without building an in-house solution.

Source: ScaleOps Rokt production caseCompanyOpen source ↗

Kubernetes Automation Scale

High Confidence

Sep 26, 2026

ScaleOps publishes large production deployments including Adobe across 500+ EKS clusters, Roku across 110+ clusters and multiple enterprise environments with major CPU/GPU savings.

Source: ScaleOpsCompanyOpen source ↗

AI Infrastructure Deployment & Ecosystem Impact

High Confidence

Sep 26, 2026

ScaleOps publishes large production deployments including Adobe across 500+ EKS clusters, Roku across 110+ clusters and multiple enterprise environments with major CPU/GPU savings.

Source: ScaleOpsCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
AI Leadership
High Confidence
96
3 evidence items
View evidence

Supporting signal

AI Compute & Infrastructure Leadership

AI Compute & Infrastructure Leadership

High Confidence

Oct 7, 2026

ScaleOps announced general availability of in-place pod resizing that adjusts CPU and memory allocations for running Kubernetes pods without a restart, eviction or redeployment.

Source: ScaleOps official materialCompanyOpen source ↗

AI Compute & Infrastructure Leadership

High Confidence

Sep 26, 2026

ScaleOps develops autonomous Kubernetes and AI resource management that dynamically rightsizes CPU, GPU and memory and integrates with agentic workflows.

Source: ScaleOpsCompanyOpen source ↗

Autonomous Resource Management

High Confidence

Sep 26, 2026

ScaleOps develops autonomous Kubernetes and AI resource management that dynamically rightsizes CPU, GPU and memory and integrates with agentic workflows.

Source: ScaleOpsCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
Employer Strength
High Confidence
97
3 evidence items
View evidence

Supporting signal

AI Infrastructure Employer Strength

AI Infrastructure Employer Strength

High Confidence

Sep 26, 2026

ScaleOps raised a $130M Series C in 2026 at an $800M+ valuation, bringing total funding to $210M while expanding enterprise deployments.

Source: ScaleOpsCompanyOpen source ↗

Series C Cloud Execution

High Confidence

Sep 26, 2026

ScaleOps raised a $130M Series C in 2026 at an $800M+ valuation, bringing total funding to $210M while expanding enterprise deployments.

Source: ScaleOpsCompanyOpen source ↗

AI Infrastructure Employer Strength

High Confidence

Mar 30, 2026

ScaleOps reports more than 450 percent year-over-year growth and tripled its workforce over twelve months, with production enterprise customers including Adobe, Wiz, DocuSign, Salesforce and Coupa, providing operating-scale evidence independent of the previously counted Series C.

Source: ScaleOps / TechCrunchHigh-quality Third PartyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Sep 26, 2026
Market Transferability
High Confidence
99
3 evidence items
View evidence

Supporting signal

Compute & AI Systems Skill Transferability

Compute & AI Systems Skill Transferability

High Confidence

Oct 6, 2026

ScaleOps spans Kubernetes CPU, memory, node and GPU optimization; inference observability, batch inference, agent/model workload management, AI SRE and MCP tooling; and deployment across EKS, GKE, AKS, OpenShift, Rancher, Oracle, Alibaba, hybrid, on-premises and air-gapped environments.

Source: ScaleOpsCompanyOpen source ↗

Cloud Ai Portability

High Confidence

Sep 26, 2026

Kubernetes, GPU optimization, cloud infrastructure, SRE and AI resource-management skills transfer exceptionally broadly across cloud and AI infrastructure employers.

Source: ScaleOpsCompanyOpen source ↗

Compute & AI Systems Skill Transferability

High Confidence

Sep 26, 2026

Kubernetes, GPU optimization, cloud infrastructure, SRE and AI resource-management skills transfer exceptionally broadly across cloud and AI infrastructure employers.

Source: ScaleOpsCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 6, 2026

Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.

Hiring Signal

Hiring

Employer Signal

97

Hiring Opportunity

95

Company Overview

Employer Snapshot

AI Category

AI Cloud Infrastructure / Kubernetes

Primary Location

New York, New York, USA / Tel Aviv, Israel

Founded

2022

Employees

157

Why AI Talent Watches ScaleOps

ScaleOps develops autonomous cloud resource management technology for Kubernetes and AI workloads, optimizing infrastructure cost, capacity, and performance.

Why Join

Build autonomous infrastructure systems used to optimize large-scale production Kubernetes and AI workloads.

Employer Intelligence

Hiring: Hiring

Talent Competition: Very High

Technical Bar: Exceptional

AI Talent Matrix Confidence: High confidence

Talent Intelligence

Matrix Employer Score™ Breakdown

View Matrix Employer Score™ Methodology →

Core Employer Intelligence

AI Impact

95

AI Leadership

96

Employer Strength

97

Market Transferability

99

Career & Workplace

Career Growth

100

Compensation

100

Engineering Culture

100

Work-Life Balance

80

Evidence-Backed Signals

Career Upside

100

Talent Density

100

Hiring Opportunity

95

Talent & Career Programs

Remote Policy

Hybrid

Visa Sponsorship

Case by Case

Internship Program

Available

New Grad Program

Available

AI Focus

AI Infrastructure / Kubernetes / Cloud Optimization / AI SRE

Flagship Products

ScaleOps; AI SRE Agent; ScaleOps MCP

Data & Methodology

How AI Talent Matrix interprets this employer

Last Updated

9/5/2026

AI Talent Matrix Confidence

High confidence

AI Talent Matrix scores and signals are comparative employer-intelligence indicators and should not be interpreted as guarantees of hiring, compensation, career outcomes, or individual fit.

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