Cast AI
cast.ai
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Overview
CAST AI is an AI-driven cloud automation and Kubernetes cost optimization platform built to help enterprises manage, scale, and secure their cloud infrastructure. Founded in 2019 and headquartered in Miami, Florida, the company automates cloud operations across major hyper-scalers including Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure.
News
Why enterprise GPU utilization is stuck at 5% - and why the fix makes it worse
Enterprise GPU fleets average 5% utilization - not from misconfiguration, but a procurement loop where the shortage driving prices up is the same reason no team will release idle capacity.
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Report
Billions are being poured into AI hardware that sits unused
Tech firms are stockpiling GPUs at record levels and wasting most of that power
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Report
Companies are hoarding AI compute because of FOMO - and they're sitting on most of it
Cast AI finds that that 95% of GPU capacity across thousands of organizations are idle, as companies overbuy GPUs on FOMO.
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Report
Report: Utilization of Kubernetes Infrastructure Remains Abysmal
An analysis published today by CAST AI finds average CPU utilization stood at just 8% in 2025, while memory utilization was 20%.
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Report
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Technologies
Tech DNA
SQL
Go
Python
OpenTelemetry
Feast
CUDA
ClickHouse
Snowflake
PostgreSQL
Akamai
AWS
Azure
DeepSeek
MiniMax
LLM
AI/ML
SQL
Python
Kubernetes
Akamai
Hugging Face
AWS
Azure
GCP
CI/CD
Grafana
Prometheus
FinOps
ArgoCD
GitLab CI
GitLab
AI Agents
OpenTelemetry
Amazon EKS
Azure AKS
Google GKE
Terraform
Loki
GitOps
ClickHouse
Snowflake
PostgreSQL
Time Series Forecasting
containerd
CRI-O
Platform Engineering
Karpenter
Google BigQuery
Feast
MLFlow
DeepSeek
MiniMax
CUDA
CUDA Toolkit
LLM
Perplexity
PyTorch
Quantization
SGLang
TensorRT
TensorRT-LLM
TPOT
vLLM
Anthropic
Model Context Protocol
OpenAI
Context Engineering
Other
Go
JavaScript
TypeScript
gRPC
Bootstrap
Apollo
Tableau
Least Privilege
HubSpot
Salesforce
Zapier
Stack modernity
82/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Kubernetes
13 jobs
Required
$300k
+68% vs market
Akamai
11 jobs
Required
$300k
+45% vs market
Hugging Face
11 jobs
Required
$300k
+67% vs market
GCP
10 jobs
Required
$300k
+58% vs market
Azure
10 jobs
Required
$300k
+79% vs market
AWS
10 jobs
Required
$300k
+62% vs market
FinOps
3 jobs
Required
$300k
+62% vs market
Prometheus
3 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
27%
SQL
25%
CI/CD
25%
JavaScript
24%
PostgreSQL
20%
AWS
20%
Share of companies in the same industry that use each technology.
Stack changes
Zapier
Aug 2026
Context Engineering
Aug 2026
OpenAI
Aug 2026
Model Context Protocol
Aug 2026
Least Privilege
Aug 2026
Anthropic
Aug 2026
Time Series Forecasting
Aug 2026
Hugging Face
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
NVIDIA
Weekday
Quantiphi
Adobe
Booz Allen Hamilton
Salary insights
Compensation ranges based on this company's open jobs
Median
$300k
Typical range
$300k
Open positions
1
1
Jobs
Architect
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Architect | 1 | $300k | $300k |
Highest paying role
Head of Channel | USA
$300k
Normalized to USD per year
Growth
Hiring Momentum
53/100
Stable
Open positions
13
0 opened / 0 closed in 30 days
Median time-to-fill
90 days
faster than 18% of the market
ATS activity
Every ~6 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Marketing
29% ▲
Backend
14% ▼
DevOps
14% ▲
Executive
14% ▲
Support
14% ▼
Management
14% ▼
Activity Timeline
Added Tableau to stack
Aug 2026
Added Salesforce to stack
Aug 2026
Added HubSpot to stack
Aug 2026
Added Apollo to stack
Aug 2026
Added Karpenter to stack
Aug 2026
Added JavaScript to stack
Aug 2026
Added GitOps to stack
Aug 2026
Added Bootstrap to stack
Aug 2026
Added vLLM to stack
Aug 2026
Added TPOT to stack
Aug 2026
Added TensorRT-LLM to stack
Aug 2026
Added TensorRT to stack
Aug 2026
Jobs
≈ $32k – $58k per year (Estimated) • Equity • Remote • 5+ years exp • Bachelor's Degree • Bengaluru
AWS
Azure
FinOps
GCP
Kubernetes
Apply
Equity • Remote
Go
TypeScript
AI Agents
DeepSeek
MiniMax
Anthropic
Model Context Protocol
OpenAI
DevOps
AWS
Azure
CI/CD
GCP
Grafana
Kubernetes
OpenTelemetry
Prometheus
Cybersecurity
Least Privilege
Apply
Equity • Remote
Go
AI Agents
Hugging Face
DevOps
Akamai
Amazon EKS
AWS
Azure
Azure AKS
containerd
CRI-O
GCP
Google GKE
gRPC
Kubernetes
Apply
Equity • Remote • Internship
Hugging Face
DevOps
Akamai
Kubernetes
Apply
Equity • Remote • Internship • 5+ years exp
Hugging Face
DevOps
Akamai
Kubernetes
Apply
≈ $19k – $40k per year (Estimated) • Equity • Remote/Hybrid • 3+ years exp • Bachelor's Degree • Bengaluru
Hugging Face
DevOps
Akamai
AWS
Azure
GCP
Kubernetes
Terraform
Apply
$250k – $300k per year • Equity • Remote
Hugging Face
DevOps
Akamai
AWS
Azure
FinOps
GCP
Kubernetes
Platform Engineering
Apply
Equity • Remote • Internship
Python
ClickHouse
PostgreSQL
AI/ML
CUDA
CUDA Toolkit
LLM
Perplexity
PyTorch
Quantization
SGLang
TensorRT
TensorRT-LLM
TPOT
vLLM
Hugging Face
DevOps
Akamai
ArgoCD
AWS
Azure
GCP
GitLab CI
Grafana
Kubernetes
Loki
Prometheus
GitLab
Apply
Equity • Remote/Hybrid
JavaScript
Hugging Face
Frontend
Bootstrap
DevOps
Akamai
Amazon EKS
ArgoCD
AWS
Azure
Azure AKS
CI/CD
GCP
GitLab CI
GitOps
Google GKE
Kubernetes
Terraform
GitLab
Apply
Equity • Remote
PostgreSQL
AI/ML
Hugging Face
Time Series Forecasting
DevOps
Akamai
ArgoCD
AWS
Azure
CI/CD
GCP
GitLab CI
GitOps
Grafana
gRPC
Karpenter
Kubernetes
Loki
OpenTelemetry
Prometheus
GitLab
Apply
Equity • Remote • Internship • 5+ years exp
SQL
ClickHouse
Google BigQuery
Snowflake
AI/ML
Feast
MLFlow
Hugging Face
Time Series Forecasting
DevOps
Akamai
AWS
Azure
GCP
Kubernetes
Apply
≈ $71k – $157k per year (Estimated) • Equity • Remote • Internship • 2+ years exp • Bachelor's Degree
Hugging Face
DevOps
Akamai
AWS
Azure
FinOps
GCP
Kubernetes
Apply
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