VetsEZ
DevSecOps · AI Consulting & Integration

VetsEZ tech stack

VetsEZ builds mostly with SQL, Python, JavaScript, Java. Its stack also includes AWS, Azure, Spring Boot, React.js. AWS is named in 44 of the 105 job postings VetsEZ published in the last 12 months (42%). Counted by Alion from the job postings of VetsEZ, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
150
Postings analysed
105
Open now
49
Modernity
82 /100
New in 6 months
8

What programming languages does VetsEZ use?

SQL is named in 34% of job postings at VetsEZ, followed by Python (28%), JavaScript (24%), Java (20%).

SQL 36 34% required in 100% · 19 open now · since Jun 2026
Python 29 28% required in 97% · 11 open now · since Jul 2026
JavaScript 25 24% required in 92% · 13 open now · since Jul 2026
Java 21 20% required in 86% · 8 open now · since Jun 2026
TypeScript 15 14% required in 93% · 6 open now · since Jul 2026
C# 10 10% required in 100% · 7 open now · since Jul 2026
PowerShell 5 5% required in 100% · 4 open now · since Jul 2026
Node JS 3 3% required in 100% · 1 open now · since Jul 2026
Show all (11)
Groovy2
Ruby1
SAS1

What frameworks and libraries does VetsEZ use?

Spring Boot is named in 10% of job postings at VetsEZ, followed by React.js (9%), Angular (3%), OpenTelemetry (3%).

Spring Boot 10 10% required in 100% · 3 open now · since Jun 2026
React.js 9 9% required in 89% · 5 open now · since Jul 2026
Angular 3 3% required in 100% · 2 open now · since Jul 2026
OpenTelemetry 3 3% required in 100% · since Aug 2026
ASP.NET Core 2 2% required in 100% · 1 open now · since Jul 2026
Playwright 2 2% required in 100% · since Aug 2026
PyTorch 2 2% required in 100% · since Aug 2026
Rest-Assured 2 2% required in 100% · since Aug 2026
Show all (17)
Scikit-learn2
Selenium2
TensorFlow2
TestNG2
PostGIS1
Ruby on Rails1
Spring Framework1
Vue.js1
Redux1

What databases does VetsEZ use?

PostgreSQL is named in 7% of job postings at VetsEZ, followed by MS SQL (6%), Amazon Aurora (4%), MySQL (3%).

PostgreSQL 7 7% required in 86% · 4 open now · since Jul 2026
MS SQL 6 6% required in 100% · 5 open now · since Aug 2026
Amazon Aurora 4 4% required in 100% · 2 open now · since Jul 2026
MySQL 3 3% required in 100% · 3 open now · since Sep 2026
OpenSearch 2 2% required in 100% · 1 open now · since Aug 2026
Oracle 2 2% required in 100% · 2 open now · since Sep 2026
Apache Iceberg 1 1% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does VetsEZ use?

AWS is named in 42% of job postings at VetsEZ, followed by Azure (41%), Kubernetes (24%), GitHub (18%).

AWS 44 42% required in 93% · 17 open now · since Jun 2026
Azure 43 41% required in 79% · 24 open now · since Jul 2026
Kubernetes 25 24% required in 100% · 5 open now · since Jul 2026
GitHub 19 18% required in 100% · 3 open now · since Jul 2026
Azure DevOps 18 17% required in 100% · 12 open now · since Jul 2026
Linux 13 12% required in 100% · 5 open now · since Aug 2026
GCP 12 11% required in 100% · 5 open now · since Aug 2026
Power BI 11 10% required in 100% · 7 open now · since Aug 2026
Show all (45)
Amazon CloudWatch10
Anthropic9
OpenAI9
Datadog7
GitHub Actions7
Splunk7
Unix7
Amazon ECS6
Dynatrace6
.NET5
Amazon S35
Istio5
Tableau5
AWS Bedrock4
AWS Lambda4
AWS Step Functions4
Amazon EKS4
Fortify4
Grafana4
Windows4
API Gateway3
Active Directory3
Azure AKS3
LDAP3
Windows Server3
Spark3
Amazon EC22
Aqua Security2
Databricks2
GitLab CI2
Hugging Face2
Postman2

And 5 more, each named in fewer postings.

What developer tools does VetsEZ use?

FHIR is named in 26% of job postings at VetsEZ, followed by Copilot (21%), Rest API (21%), HL7 (16%).

FHIR 27 26% required in 100% · 17 open now · since Jun 2026
Copilot 22 21% required in 100% · 15 open now · since Jul 2026
Rest API 22 21% required in 100% · 12 open now · since Jun 2026
HL7 17 16% required in 100% · 11 open now · since Jul 2026
Docker 15 14% required in 100% · 3 open now · since Jul 2026
Git 13 12% required in 85% · 6 open now · since Jun 2026
Jenkins 12 11% required in 100% · 5 open now · since Aug 2026
Cursor 10 10% required in 100% · 3 open now · since Aug 2026
Show all (40)
OpenAI Codex10
Ansible8
Claude Code8
ArgoCD7
Terraform7
Microsoft Excel5
Apache HTTP Server3
Azure Data Factory3
Gateway API3
Prometheus3
Apache NiFi2
Apache Tomcat2
Cilium2
Helm2
Hyper-V2
Karpenter2
Kong2
Kustomize2
Kyverno2
Nessus2
SoapUI2
Swagger2
Bicep1
CloudFormation1
Envoy1
Flyway1
Lighthouse1
Nagios1
Nginx1
Vault1
Wireshark1
pySpark1

What AI and ML technologies does VetsEZ use?

LLM is named in 10% of job postings at VetsEZ, followed by Claude (3%), ChatGPT (2%).

LLM 10 10% required in 100% · 3 open now · since Jul 2026
Claude 3 3% required in 100% · since Aug 2026
ChatGPT 2 2% required in 100% · since Jul 2026

Which engineering practices does VetsEZ ask for?

CI/CD is named in 52% of job postings at VetsEZ, followed by Prompt Engineering (14%), RAG (11%), Embeddings (10%).

CI/CD 55 52% required in 100% · 20 open now · since Jun 2026
Prompt Engineering 15 14% required in 100% · 6 open now · since Jul 2026
RAG 12 11% required in 100% · 5 open now · since Jul 2026
Embeddings 10 10% required in 100% · 4 open now · since Jul 2026
Semantic Search 10 10% required in 100% · 4 open now · since Jul 2026
AI Agents 8 8% required in 100% · 2 open now · since Aug 2026
Machine Learning 8 8% required in 100% · 3 open now · since Jul 2026
ETL/ELT 7 7% required in 100% · 4 open now · since Jul 2026
Show all (27)
GitOps7
Human-in-the-Loop5
Platform Engineering5
DNS4
Service Mesh4
AIOps3
Anomaly Detection3
LLM Guardrails3
NIST AI RMF3
SOAP3
DHCP2
Hallucination2
Master Data Management2
PKI2
BGP1
IAM1
MPLS1
OSPF1
VPN1

What does each VetsEZ team work with?

The technologies each team's postings require most often, with the number of postings that require them.

DevOps

22 postings
Kubernetes10
AWS9
Copilot8
Azure7
GitHub7
GitHub Actions7

Backend

20 postings
JavaScript12
AWS11
TypeScript11
Kubernetes10
Docker9
Rest API9

Data Science

10 postings
SQL10
FHIR6
Power BI6
Azure DevOps5
MS SQL5
Copilot4

Industrial Engineering

9 postings
AWS5
Amazon CloudWatch5
Ansible5
Dynatrace5
FHIR5
HL75

Analytics

8 postings
SQL5
Azure DevOps3
FHIR3
Power BI3
HL72

Enterprise Apps

6 postings
JavaScript6
.NET4
Azure4
C#4
Azure DevOps3
AWS2

See the open roles

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How is the VetsEZ stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Anomaly DetectionNov 2026
DHCPOct 2026
Hyper-VOct 2026
NessusOct 2026
AIOpsOct 2026
TableauOct 2026
Apache NiFiSep 2026
Master Data ManagementSep 2026
Rising
SQL23% → 39%
Claude Code0% → 11%
Power BI3% → 13%
Cursor3% → 12%
OpenAI Codex3% → 12%
Anthropic3% → 11%
OpenAI3% → 11%
Microsoft Excel0% → 7%
Falling
CI/CD83% → 40%
AWS67% → 32%
ArgoCD23% → 0%
Datadog23% → 0%
GitOps23% → 0%
Terraform23% → 0%
Python40% → 23%
Istio17% → 0%

How modern is the VetsEZ stack?

Cutting-edge AI adopter 82/100

VetsEZ scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How common is the VetsEZ stack in its industry?

Share of the 7,469 companies in the same industries, whose stack Alion knows, that use each technology.

AWS46%
Azure50%
SQL53%
Python54%
JavaScript48%
Kubernetes38%
Java35%
GitHub22%
Azure DevOps21%
TypeScript37%

What sets VetsEZ apart

Istio3%
AWS Step Functions4%
Amazon Aurora4%
Fortify1%

Questions about the VetsEZ tech stack

What programming languages does VetsEZ use?

The languages named in VetsEZ job postings are SQL (34%), Python (28%), JavaScript (24%), Java (20%), TypeScript (14%), as a share of the 105 postings of the last 12 months.

Does VetsEZ use Spring Boot?

Yes. Spring Boot is named in 10 of 105 job postings (10%) and required in 10 of them.

What cloud and platforms does VetsEZ use?

The cloud and platforms named in VetsEZ job postings are AWS (44), Azure (43), Kubernetes (25) (postings in brackets).

What skills do you need for a DevOps job at VetsEZ?

DevOps postings at VetsEZ most often require Kubernetes (10), AWS (9), Copilot (8), Azure (7), out of 22 postings in the last 12 months.

Is the VetsEZ tech stack changing?

Yes. Anomaly Detection, DHCP, Hyper-V, Nessus first appeared in VetsEZ job postings in the last six months.

How modern is the VetsEZ tech stack?

VetsEZ scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How does Alion know the VetsEZ tech stack?

Alion reads every job posting VetsEZ publishes and tags the technologies each one names. The figures on this page count the 105 postings of the last 12 months and were updated on Nov 13, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "VetsEZ tech stack: 150 technologies from 105 job postings", as of Nov 13, 2026. https://alion.io/company/vetsez/technologies

Licence: CC BY-SA 4.0JSON