AIS tech stack

AIS builds mostly with PowerShell, SQL, JavaScript, Python. Its stack also includes Azure, Kubernetes, React.js, PostgreSQL. Azure is named in 20 of the 27 job postings AIS published in the last 12 months (74%). Counted by Alion from the job postings of AIS, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
90
Postings analysed
27
Open now
27
Modernity
77 /100
New in 6 months
8

What programming languages does AIS use?

PowerShell is named in 30% of job postings at AIS, followed by SQL (22%), JavaScript (19%), Python (19%).

PowerShell 8 30% required in 50% · 8 open now · since Jun 2026
SQL 6 22% required in 100% · 6 open now · since May 2026
JavaScript 5 19% required in 80% · 5 open now · since Jun 2026
Python 5 19% required in 80% · 5 open now · since May 2026
TypeScript 5 19% required in 80% · 5 open now · since Jun 2026
C# 5 19% required in 60% · 5 open now · since Jun 2026
Node JS 3 11% required in 100% · 3 open now · since Aug 2026
Java 3 11% required in 33% · 3 open now · since May 2026
Show all (10)
Bash1
Sass1

What frameworks and libraries does AIS use?

React.js is named in 15% of job postings at AIS, followed by Angular (7%), ASP.NET Core (4%), Entity Framework Core (4%).

React.js 4 15% required in 100% · 4 open now · since Aug 2026
Angular 2 7% required in 100% · 2 open now · since Jun 2026
ASP.NET Core 1 4% required in 100% · 1 open now · since Sep 2026
Entity Framework Core 1 4% required in 100% · 1 open now · since Sep 2026
Hibernate 1 4% required in 100% · 1 open now · since Aug 2026
Spring Boot 1 4% required in 100% · 1 open now · since Aug 2026
Spring Cloud 1 4% required in 100% · 1 open now · since Sep 2026
Spring Framework 1 4% required in 100% · 1 open now · since Aug 2026
Show all (12)
Spring Security1
Vue.js1
Cypress1
Jest1

What databases does AIS use?

PostgreSQL is named in 7% of job postings at AIS, followed by Amazon Aurora (4%), Delta Lake (4%).

PostgreSQL 2 7% required in 100% · 2 open now · since May 2026
Amazon Aurora 1 4% required in 100% · 1 open now · since Aug 2026
Delta Lake 1 4% optional · 1 open now · since Sep 2026

What cloud and platforms does AIS use?

Azure is named in 74% of job postings at AIS, followed by Kubernetes (33%), Microsoft Entra ID (30%), AWS (30%).

Azure 20 74% required in 80% · 20 open now · since Jun 2026
Kubernetes 9 33% required in 44% · 9 open now · since Jun 2026
Microsoft Entra ID 8 30% required in 88% · 8 open now · since Aug 2026
AWS 8 30% required in 63% · 8 open now · since May 2026
Azure DevOps 4 15% required in 75% · 4 open now · since Jun 2026
GitLab 4 15% required in 75% · 4 open now · since Aug 2026
Azure AKS 4 15% required in 50% · 4 open now · since Jun 2026
Linux 3 11% required in 100% · 3 open now · since May 2026
Show all (33)
Windows3
.NET3
GitHub3
GitLab CI3
Amazon EC22
Amazon S32
GCP2
GitHub Actions2
Microsoft Defender2
Power BI2
SIEM2
AWS Lambda1
Airflow1
Amazon CloudWatch1
Amazon ECS1
Databricks1
Microsoft Sentinel1
OpenAI1
Red Hat1
Spark1
Ubuntu1
VMWare1
Grafana1
Microsoft Fabric1
Splunk1

What developer tools does AIS use?

Terraform is named in 30% of job postings at AIS, followed by Git (26%), Ansible (19%), Rest API (19%).

Terraform 8 30% required in 63% · 8 open now · since May 2026
Git 7 26% required in 86% · 7 open now · since Jun 2026
Ansible 5 19% required in 100% · 5 open now · since May 2026
Rest API 5 19% required in 100% · 5 open now · since May 2026
Docker 5 19% required in 40% · 5 open now · since Jun 2026
GraphQL 2 7% required in 100% · 2 open now · since May 2026
Jenkins 2 7% required in 100% · 2 open now · since May 2026
Azure Data Factory 2 7% required in 50% · 2 open now · since Sep 2026
Show all (18)
Bicep2
Helm2
FluxCD1
Hyper-V1
Keycloak1
Maven1
OpenAI Codex1
SSIS1
Vault1
JFrog Artifactory1

What AI and ML technologies does AIS use?

LLM is named in 4% of job postings at AIS.

LLM 1 4% optional · 1 open now · since Sep 2026

Which engineering practices does AIS ask for?

CI/CD is named in 37% of job postings at AIS, followed by ETL/ELT (11%), IAM (11%), DNS (7%).

CI/CD 10 37% required in 70% · 10 open now · since Jun 2026
ETL/ELT 3 11% required in 100% · 3 open now · since May 2026
IAM 3 11% required in 67% · 3 open now · since Jun 2026
DNS 2 7% required in 100% · 2 open now · since Jun 2026
Platform Engineering 2 7% required in 100% · 2 open now · since Aug 2026
SLI/SLO/SLA 2 7% required in 100% · 2 open now · since Sep 2026
GitOps 2 7% required in 50% · 2 open now · since Jun 2026
Dependency Injection 1 4% required in 100% · 1 open now · since Sep 2026
Show all (13)
Machine Learning1
SOAP1
VLAN1
Master Data Management1
VPN1

What does each AIS team work with?

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

DevOps

9 postings
Azure6
Ansible4
Kubernetes3
Microsoft Entra ID3
PowerShell3
Terraform3

Backend

5 postings
Git3
AWS2
Azure2
Azure DevOps2
C#2
Docker2

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How much does AIS pay by technology?

Median stated pay of the postings that name each technology, against the median of all AIS postings with stated pay: $177k across 27 postings.

TechnologyPostings with payMedianvs company median
Azure20$186k+5%
Kubernetes9$182k+3%
Microsoft Entra ID8$180k+1%
AWS8$177k0%
PowerShell8$175k−1%
SQL6$172k−3%
C#5$177k0%
JavaScript5$177k0%
Python5$177k0%
TypeScript5$177k0%

How is the AIS 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
SLI/SLO/SLASep 2026
GitLab CISep 2026
Azure Data FactorySep 2026
WindowsSep 2026
Microsoft Entra IDAug 2026
GitLabAug 2026
BicepAug 2026
Microsoft DefenderAug 2026

How modern is the AIS stack?

Cutting-edge AI adopter 77/100

AIS scores 77 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: 1; legacy ones: 0.

How common is the AIS stack in its industry?

Share of the 329 companies in the same industries, whose stack Alion knows, that use each technology.

Azure74%
Kubernetes55%
AWS74%
Microsoft Entra ID24%
PowerShell34%
SQL61%
C#31%
JavaScript50%
Python65%
TypeScript37%

Questions about the AIS tech stack

What programming languages does AIS use?

The languages named in AIS job postings are PowerShell (30%), SQL (22%), JavaScript (19%), Python (19%), TypeScript (19%), as a share of the 27 postings of the last 12 months.

Does AIS use React.js?

Yes. React.js is named in 4 of 27 job postings (15%) and required in 4 of them.

What cloud and platforms does AIS use?

The cloud and platforms named in AIS job postings are Azure (20), Kubernetes (9), Microsoft Entra ID (8) (postings in brackets).

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

DevOps postings at AIS most often require Azure (6), Ansible (4), Kubernetes (3), Microsoft Entra ID (3), out of 9 postings in the last 12 months.

Is the AIS tech stack changing?

Yes. SLI/SLO/SLA, GitLab CI, Azure Data Factory, Windows first appeared in AIS job postings in the last six months.

How modern is the AIS tech stack?

AIS scores 77 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: 1; legacy ones: 0.

How does Alion know the AIS tech stack?

Alion reads every job posting AIS publishes and tags the technologies each one names. The figures on this page count the 27 postings of the last 12 months and were updated on Oct 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, "AIS tech stack: 90 technologies from 27 job postings", as of Oct 13, 2026. https://alion.io/company/ais-com/technologies

Licence: CC BY-SA 4.0JSON