AIS tech stack
AIS builds mostly with SQL, Python, JavaScript, Bash. Its stack also includes Azure, Power BI, LightGBM, Matplotlib. SQL is named in 15 of the 37 job postings AIS published in the last 12 months (41%). Counted by Alion from the job postings of AIS, updated Sep 28, 2026.
What programming languages does AIS use?
SQL is named in 41% of job postings at AIS, followed by Python (38%), JavaScript (8%), Bash (5%).
SQL
15 41%
Python
14 38%
JavaScript
3 8%
Bash
2 5%
Node JS
2 5%
Scala
2 5%
PowerShell
1 3%
Solidity
1 3%
Show all (10)
What frameworks and libraries does AIS use?
LightGBM is named in 5% of job postings at AIS, followed by Matplotlib (5%), Pandas (5%), Plotly (5%).
LightGBM
2 5%
Matplotlib
2 5%
Pandas
2 5%
Scikit-learn
2 5%
Seaborn
2 5%
XGBoost
2 5%
CrewAI
1 3%
Show all (13)
What databases does AIS use?
Oracle is named in 3% of job postings at AIS, followed by PostgreSQL (3%), Teradata (3%), Snowflake (3%).
What cloud and platforms does AIS use?
Azure is named in 24% of job postings at AIS, followed by Power BI (22%), AWS (22%), Tableau (19%).
Show all (20)
What developer tools does AIS use?
pySpark is named in 8% of job postings at AIS, followed by Git (8%), dbt (8%), CloudFormation (5%).
pySpark
3 8%
Git
3 8%
dbt
3 8%
CloudFormation
2 5%
Terraform
2 5%
Rest API
2 5%
Bicep
1 3%
Docker
1 3%
Show all (13)
Which engineering practices does AIS ask for?
SLI/SLO/SLA is named in 24% of job postings at AIS, followed by CI/CD (11%), ETL/ELT (8%), IAM (8%).
SLI/SLO/SLA
9 24%
CI/CD
4 11%
Show all (22)
What does each AIS team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
6 postingsData Science
6 postingsDevOps
5 postingsFinance
3 postingsHow does your stack fit AIS?
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 72 out of 100 (Modern). 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 152 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like AIS
Questions about the AIS tech stack
What programming languages does AIS use?
The languages named in AIS job postings are SQL (41%), Python (38%), JavaScript (8%), Bash (5%), Node JS (5%), as a share of the 37 postings of the last 12 months.
Does AIS use LightGBM?
Yes. LightGBM is named in 2 of 37 job postings (5%) and required in 2 of them.
What cloud and platforms does AIS use?
The cloud and platforms named in AIS job postings are Azure (9), Power BI (8), AWS (8) (postings in brackets).
What skills do you need for a Analytics job at AIS?
Analytics postings at AIS most often require SQL (4), Power BI (3), Tableau (3), Looker (2), out of 6 postings in the last 12 months.
Is the AIS tech stack changing?
Yes. Incident Management, dbt, Dimensional Modeling, Looker first appeared in AIS job postings in the last six months.
How modern is the AIS tech stack?
AIS scores 72 out of 100 (Modern). 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 37 postings of the last 12 months and were updated on Sep 28, 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: 83 technologies from 37 job postings", as of Sep 28, 2026. https://alion.io/company/ais/technologies