AIS tech stack
AIS builds mostly with SQL, Python, JavaScript, Java. Its stack also includes Azure, Linux, PostgreSQL, Angular. SQL is named in 31 of the 73 job postings AIS published in the last 12 months (42%). Counted by Alion from the job postings of AIS, updated Nov 11, 2026.
What programming languages does AIS use?
SQL is named in 42% of job postings at AIS, followed by Python (36%), JavaScript (15%), Java (12%).
SQL
31 42%
Python
26 36%
JavaScript
11 15%
Java
9 12%
Bash
6 8%
TypeScript
6 8%
Node JS
5 7%
Scala
3 4%
Show all (15)
What frameworks and libraries does AIS use?
Angular is named in 8% of job postings at AIS, followed by Nest.JS (4%), Hadoop (3%), LightGBM (3%).
Angular
6 8%
Nest.JS
3 4%
Hadoop
2 3%
LightGBM
2 3%
Matplotlib
2 3%
Pandas
2 3%
Scikit-learn
2 3%
Show all (22)
What databases does AIS use?
PostgreSQL is named in 15% of job postings at AIS, followed by Oracle (7%), MySQL (5%), MS SQL (4%).
PostgreSQL
11 15%
Oracle
5 7%
MySQL
4 5%
MS SQL
3 4%
ElasticSearch
2 3%
Redis
2 3%
Snowflake
2 3%
Cassandra
1 1%
Show all (13)
What cloud and platforms does AIS use?
Azure is named in 23% of job postings at AIS, followed by Linux (21%), Kubernetes (18%), AWS (18%).
Azure
17 23%
Kubernetes
13 18%
AWS
13 18%
Power BI
9 12%
GCP
9 12%
Tableau
8 11%
Grafana
7 10%
Show all (40)
What developer tools does AIS use?
Docker is named in 15% of job postings at AIS, followed by Git (14%), Ansible (11%), Rest API (10%).
Docker
11 15%
Git
10 14%
Ansible
8 11%
Rest API
7 10%
Terraform
6 8%
Prometheus
5 7%
Helm
4 5%
Jenkins
4 5%
Show all (39)
What AI and ML technologies does AIS use?
Claude is named in 1% of job postings at AIS, followed by LLM (1%).
Which engineering practices does AIS ask for?
CI/CD is named in 23% of job postings at AIS, followed by ETL/ELT (8%), IAM (7%), VPN (7%).
CI/CD
17 23%
Incident Management
3 4%
Show all (27)
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
12 postingsBackend
12 postingsData Science
10 postingsAnalytics
8 postingsSupport
7 postingsFinance
6 postingsHow does your stack fit AIS?
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: $50k across 20 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Kubernetes | 9 | $56k | +12% |
| Linux | 8 | $49k | −3% |
| SQL | 7 | $46k | −9% |
| Java | 7 | $46k | −9% |
| GitLab CI | 6 | $54k | +7% |
| PostgreSQL | 6 | $52k | +4% |
| JavaScript | 5 | $50k | 0% |
| Angular | 5 | $50k | 0% |
| TypeScript | 5 | $50k | 0% |
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.
How modern is the AIS stack?
AIS scores 76 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: 2; legacy ones: 0.
How common is the AIS stack in its industry?
Share of the 656 companies in the same industries, whose stack Alion knows, that use each technology.
What sets AIS apart
Companies with a stack like AIS
Orange Business
108 shared technologies
Dellent Consulting
121 shared technologies
Netcompany
118 shared technologies
European Dynamics
119 shared technologies
Deutsche Börse
110 shared technologies
PNC Financial Services Group
114 shared technologies
Worldline
107 shared technologies
United Overseas Bank
113 shared technologies
Questions about the AIS tech stack
What programming languages does AIS use?
The languages named in AIS job postings are SQL (42%), Python (36%), JavaScript (15%), Java (12%), Bash (8%), as a share of the 73 postings of the last 12 months.
Does AIS use Angular?
Yes. Angular is named in 6 of 73 job postings (8%) and required in 6 of them.
What cloud and platforms does AIS use?
The cloud and platforms named in AIS job postings are Azure (17), Linux (15), Kubernetes (13) (postings in brackets).
What skills do you need for a DevOps job at AIS?
DevOps postings at AIS most often require Kubernetes (8), Linux (7), Docker (6), Terraform (5), out of 12 postings in the last 12 months.
Is the AIS tech stack changing?
Yes. DHCP, Apache Tomcat, CentOS Stream, SonarQube first appeared in AIS job postings in the last six months.
How modern is the AIS tech stack?
AIS scores 76 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: 2; 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 73 postings of the last 12 months and were updated on Nov 11, 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: 158 technologies from 73 job postings", as of Nov 11, 2026. https://alion.io/company/ais/technologies