AI Talent Matrix Company Profile
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.
AI ImpactHigh Confidence953 evidence itemsView 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.
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.
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.
AI LeadershipHigh Confidence963 evidence itemsView 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.
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.
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.
Employer StrengthHigh Confidence973 evidence itemsView 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.
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.
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.
Market TransferabilityHigh Confidence993 evidence itemsView 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.
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.
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.
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
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
Methodology
View Matrix Employer Score™ Methodology →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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