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Overview
Virtue AI builds security and safety guardrails for enterprise artificial intelligence applications and agents. Founded in 2024 by researchers from Berkeley, Illinois and Chicago, it combines red teaming with runtime protection. Its models screen inputs and outputs across text, code and images.
News
Fortinet Advances Continuous AI Protection with the Acquisition of Virtue AI
Virtue AI will enhance the Fortinet AI-Native Security Fabric with continuous agentic AI validation and runtime protection across the AI lifecycle.
Read more
Report
Technologies
Tech DNA
Python
C++
JavaScript
Robot Framework
Selenium
React.js
PostgreSQL
ElasticSearch
MySQL
AWS
Azure
GCP
LLM
Claude
ChatGPT
Security
JavaScript
Bash
Perl
Go
Ruby
C
PowerShell
Rust
Assembly
FortiGate
Zero Trust
Wireshark
MITRE ATT&CK
OWASP Top 10
GDPR
SOC 2
Burp Suite
Metasploit
OWASP ZAP
STRIDE
Threat Modeling
FedRAMP
HIPAA
ISO 27001
NIST 800-53
PCI DSS
ModSecurity
Snort
SQLmap
U-Boot
PCRE
libcurl
AI/ML
Python
C++
SQL
Cython
AWS
Docker
Azure
Kubernetes
CI/CD
VMWare
GCP
PostgreSQL
Ansible
Git
LLM
Terraform
Jenkins
KVM
ElasticSearch
OpenStack
GitLab
MySQL
CloudFormation
AI Agents
Prompt Engineering
ClickHouse
Redis
OpenSearch
AWS Lambda
Configuration Management
Helm
GitHub
Claude
RAG
EU AI Act
Red Teaming
Model Context Protocol
DynamoDB
MS SQL
Proxmox VE
Hyper-V
Ubuntu
GitHub Actions
GitLab CI
Chef
Nginx
WebRTC
WebSockets
ArgoCD
GitOps
Grafana
Prometheus
Amazon Kinesis
Amazon S3
ChatGPT
Copilot
AWS Bedrock
Kubeflow
LLM Guardrails
OpenAI
Windows Server
Xen
OpenTofu
SLI/SLO/SLA
HAProxy
Blue-Green Deployment
Datadog
Istio
Linkerd
Rancher
Service Mesh
Graylog
QEMU
SaltStack
AIOps
Platform Engineering
eBPF
Docker Compose
API Gateway
IAM
Anomaly Detection
XGBoost
Claude Code
Fine-tuning
Hybrid Search
NLP
NumPy
Pandas
PyTorch
Reinforcement Learning
Scikit-learn
TensorFlow
LangChain
LangGraph
Hallucination
Edge AI
Human-in-the-Loop
ISO 42001
NIST AI RMF
Anthropic
Oracle
Snowflake
Backend
Java
Node JS
C#
PHP
Kotlin
Rest API
Apache Kafka
Electron
FastAPI
RabbitMQ
Laravel
.NET
ASP.NET Core
GraphQL
QA
TypeScript
Robot Framework
Selenium
Cypress
Pytest
JMeter
Rest-Assured
Appium
Playwright
Postman
Frontend
Elm
Sass
React.js
Angular
Redux
Socket.IO
Vue.js
Other
PoC Library
Cadence Allegro
n8n
Power Automate
Zapier
OrCAD
Avalanche
Layer 2
PWA
ETL/ELT
Salesforce
Confluence
ServiceNow
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
58 jobs
Required
$137k
-24% vs market
AWS
28 jobs
Required
$140k
-24% vs market
Docker
22 jobs
Required
$160k
+6% vs market
CI/CD
21 job
Required
$192k
+20% vs market
Kubernetes
21 job
Required
$179k
Median
Azure
21 job
Required
$137k
-18% vs market
FortiGate
20 jobs
Required
$115k
+1% vs market
C++
19 jobs
Required
$160k
-20% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
JavaScript
15%
CI/CD
15%
SQL
14%
Kubernetes
14%
Share of companies in the same industry that use each technology.
Stack changes
ETL/ELT
Aug 2026
Zapier
Aug 2026
Power Automate
Aug 2026
n8n
Aug 2026
IAM
Aug 2026
API Gateway
Aug 2026
Amazon S3
Aug 2026
Amazon Kinesis
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$143k
Typical range
$84k – $350k
Open positions
68
44
Jobs
Middle
9.1%
Senior
47.7%
Staff
25%
Principal
13.6%
Architect
4.5%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 4 | $117k | $93k – $183k |
| Senior | 21 | $137k | $88k – $312k |
| Staff | 11 | $172k | $134k – $219k |
| Principal | 6 | $202k | $180k – $261k |
| Architect | 2 | $267k | $253k – $280k |
Highest paying role
AI Infrastructure Engineer
$350k
Normalized to USD per year
Growth
Hiring Momentum
42/100
Stable
Open positions
131
8 opened / 0 closed in 30 days
Median time-to-fill
15 days
faster than 58% of the market
ATS activity
Every ~3 hours
Today
Hiring Dynamics
0%
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.
Security
28% ▲
Backend
20% ▼
Support
20% ▲
Marketing
7% ▲
QA
6% ▲
Hardware
6% ▲
Actively hiring for Security (+12 in 30 days)
Activity Timeline
+8 jobs in a week
Aug 2026
Added Hallucination to stack
Aug 2026
Added Vue.js to stack
Aug 2026
Added Sass to stack
Aug 2026
Added Cython to stack
Aug 2026
Added Docker Compose to stack
Aug 2026
Added Elm to stack
Aug 2026
Added eBPF to stack
Aug 2026
Added Snowflake to stack
Aug 2026
Added LangGraph to stack
Aug 2026
Added LangChain to stack
Aug 2026
Added Kubeflow to stack
Aug 2026
Jobs
$126k – $200k per year • In office • 4+ years exp • Sunnyvale
ChatGPT
Claude
Copilot
Management
n8n
Power Automate
Zapier
Apply
$215k – $350k per year • Remote/Hybrid • Bachelor's Degree • New York
Bash
Python
CI/CD
Docker
Kubernetes
KVM
Cybersecurity
FortiGate
Apply
In office • Vienna
MITRE ATT&CK
Apply
≈ $54k – $126k per year (Estimated) • In office • Bachelor's Degree • Atlanta
FortiGate
Apply
In office • Sophia Antipolis
GraphQL
DevOps
AWS
Azure
GCP
Cybersecurity
OWASP Top 10
Management
ServiceNow
Marketing
Salesforce
Apply
$112k – $137k per year • In office • Bachelor's Degree • Sunnyvale
Bash
Python
AWS
Azure
Docker
GCP
Kubernetes
KVM
Proxmox VE
VMWare
Cybersecurity
FortiGate
Wireshark
QA
Pytest
Robot Framework
Apply
$150k – $183k per year • In office • 3+ years exp • Bachelor's Degree • Sunnyvale
Java
Python
SQL
DynamoDB
ElasticSearch
PostgreSQL
AI/ML
Anomaly Detection
DevOps
Ansible
AWS
AWS Lambda
CI/CD
Docker
Kubernetes
Terraform
Amazon Kinesis
Amazon S3
API Gateway
IAM
Cybersecurity
GDPR
SOC 2
Zero Trust
Apply
In office • Kuala Lumpur
Bash
VMWare
Cybersecurity
Wireshark
Apply
$92k – $113k per year • Equity • In office • Master's Degree • Burnaby
Cadence Allegro
OrCAD
Apply
In office • Bachelor's Degree • Seoul
SQL
Apply
In office • Mexico City
SLI/SLO/SLA
Apply
$179k – $219k per year • Remote/Hybrid • Santa Clara
Python
ClickHouse
DevOps
AWS
Azure
CI/CD
GCP
Kubernetes
OpenStack
OpenTofu
Terraform
Apply
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