AIG tech stack
AIG builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Power BI, AWS, Snowflake, Angular. Python is named in 49 of the 152 job postings AIG published in the last 12 months (32%). Counted by Alion from the job postings of AIG, updated Nov 10, 2026.
What programming languages does AIG use?
Python is named in 32% of job postings at AIG, followed by SQL (30%), Java (6%), JavaScript (5%).
SAS 
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What frameworks and libraries does AIG use?
Angular is named in 2% of job postings at AIG, followed by Scikit-learn (2%), LangChain (1%), Pandas (1%).
Angular
3 2%
Scikit-learn
3 2%
LangChain
2 1%
Pandas
2 1%
PyTorch
2 1%
CrewAI
1 1%
Hadoop
1 1%
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What databases does AIG use?
Snowflake is named in 5% of job postings at AIG, followed by PostgreSQL (1%), Amazon Aurora (1%), DynamoDB (1%).
Snowflake
8 5%
PostgreSQL
2 1%
Amazon Aurora
1 1%
DynamoDB
1 1%
ElasticSearch
1 1%
MS SQL
1 1%
MySQL
1 1%
Oracle
1 1%
What cloud and platforms does AIG use?
Power BI is named in 19% of job postings at AIG, followed by AWS (15%), Azure (10%), Tableau (7%).
Power BI
29 19%
AWS
23 15%
Azure
15 10%
Tableau
10 7%
GCP
9 6%
Kubernetes
7 5%
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And 3 more, each named in fewer postings.
What developer tools does AIG use?
Microsoft Excel is named in 28% of job postings at AIG, followed by Copilot (5%), pySpark (3%), Terraform (3%).
Copilot
7 5%
pySpark
5 3%
Terraform
4 3%
Ansible
3 2%
Claude Code
3 2%
Git
2 1%
HashiCorp Vault
2 1%
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What AI and ML technologies does AIG use?
LLM is named in 3% of job postings at AIG, followed by Claude (3%), Llama (1%), Mixtral (1%).
Which engineering practices does AIG ask for?
Machine Learning is named in 5% of job postings at AIG, followed by IAM (5%), AI Agents (5%), CI/CD (5%).
AI Agents
7 5%
CI/CD
7 5%
RAG
6 4%
Prompt Engineering
5 3%
Incident Management
4 3%
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What does each AIG team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Finance
53 postingsAnalytics
29 postingsSecurity
7 postingsIndustrial Engineering
7 postingsData Science
6 postingsManagement
6 postingsHow does your stack fit AIG?
How much does AIG pay by technology?
Median stated pay of the postings that name each technology, against the median of all AIG postings with stated pay: $143k across 49 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 16 | $143k | 0% |
| SQL | 14 | $135k | −6% |
| AWS | 12 | $146k | +2% |
| Azure | 8 | $146k | +2% |
| Power BI | 7 | $148k | +3% |
| GCP | 6 | $159k | +11% |
| Tableau | 6 | $152k | +6% |
| JavaScript | 5 | $124k | −13% |
How is the AIG 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 AIG stack?
AIG scores 85 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: 7; legacy ones: 0.
How common is the AIG stack in its industry?
Share of the 736 companies in the same industries, whose stack Alion knows, that use each technology.
What sets AIG apart
Companies with a stack like AIG
Questions about the AIG tech stack
What programming languages does AIG use?
The languages named in AIG job postings are Python (32%), SQL (30%), Java (6%), JavaScript (5%), TypeScript (4%), as a share of the 152 postings of the last 12 months.
Does AIG use Angular?
Yes. Angular is named in 3 of 152 job postings (2%) and required in 3 of them.
What cloud and platforms does AIG use?
The cloud and platforms named in AIG job postings are Power BI (29), AWS (23), Azure (15) (postings in brackets).
What skills do you need for a Finance job at AIG?
Finance postings at AIG most often require Microsoft Excel (17), Python (16), SQL (13), Power BI (10), out of 53 postings in the last 12 months.
Is the AIG tech stack changing?
Yes. AWS Lambda, Amazon S3, Git, MATLAB first appeared in AIG job postings in the last six months.
How modern is the AIG tech stack?
AIG scores 85 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: 7; legacy ones: 0.
How does Alion know the AIG tech stack?
Alion reads every job posting AIG publishes and tags the technologies each one names. The figures on this page count the 152 postings of the last 12 months and were updated on Nov 10, 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, "AIG tech stack: 132 technologies from 152 job postings", as of Nov 10, 2026. https://alion.io/company/aig/technologies