AIG tech stack
AIG builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Power BI, AWS, Snowflake, Scikit-learn. Python is named in 38 of the 126 job postings AIG published in the last 12 months (30%). Counted by Alion from the job postings of AIG, updated Sep 26, 2026.
What programming languages does AIG use?
Python is named in 30% of job postings at AIG, followed by SQL (25%), Java (6%), JavaScript (5%).
Python
38 30%
SQL
31 25%
Java
8 6%
JavaScript
6 5%
TypeScript
5 4%
SAS
3 2%
MATLAB
2 2%
Assembly
1 1%
Show all (12)
What frameworks and libraries does AIG use?
Scikit-learn is named in 2% of job postings at AIG, followed by Angular (2%), LangChain (2%), Pandas (2%).
Scikit-learn
3 2%
Angular
2 2%
LangChain
2 2%
Pandas
2 2%
PyTorch
2 2%
CrewAI
1 1%
Hadoop
1 1%
Show all (12)
What databases does AIG use?
Snowflake is named in 5% of job postings at AIG, followed by PostgreSQL (2%), Amazon Aurora (1%), ElasticSearch (1%).
Snowflake
6 5%
PostgreSQL
2 2%
Amazon Aurora
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 18% of job postings at AIG, followed by AWS (17%), Azure (12%), GCP (7%).
Power BI
23 18%
AWS
21 17%
Azure
15 12%
GCP
9 7%
Kubernetes
7 6%
Show all (45)
And 5 more, each named in fewer postings.
What developer tools does AIG use?
Microsoft Excel is named in 21% of job postings at AIG, followed by Copilot (5%), pySpark (3%), Ansible (2%).
Copilot
6 5%
pySpark
4 3%
Ansible
3 2%
Terraform
3 2%
Claude Code
2 2%
HashiCorp Vault
2 2%
Jenkins
2 2%
Show all (15)
What AI and ML technologies does AIG use?
LLM is named in 3% of job postings at AIG, followed by Claude (3%), Llama (2%), Mixtral (2%).
Which engineering practices does AIG ask for?
SLI/SLO/SLA is named in 8% of job postings at AIG, followed by AI Agents (6%), IAM (6%), Machine Learning (6%).
SLI/SLO/SLA
10 8%
AI Agents
8 6%
CI/CD
7 6%
RAG
6 5%
Prompt Engineering
5 4%
Show all (28)
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
45 postingsAnalytics
19 postingsIndustrial Engineering
9 postingsSecurity
8 postingsData Science
6 postingsOperations
5 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: $148k across 33 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 11 | $148k | 0% |
| AWS | 10 | $159k | +7% |
| Azure | 8 | $146k | −2% |
| SQL | 7 | $148k | 0% |
| GCP | 6 | $159k | +7% |
| Power BI | 5 | $150k | +1% |
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 84 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 161 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like AIG
GIC
91 shared technologies
Dun & Bradstreet
86 shared technologies
Travelers
81 shared technologies
Citizens Financial Group
87 shared technologies
Synapxe
84 shared technologies
Ameriprise Financial
81 shared technologies
Coupa Software
82 shared technologies
Bank of America
112 shared technologies
Questions about the AIG tech stack
What programming languages does AIG use?
The languages named in AIG job postings are Python (30%), SQL (25%), Java (6%), JavaScript (5%), TypeScript (4%), as a share of the 126 postings of the last 12 months.
Does AIG use Scikit-learn?
Yes. Scikit-learn is named in 3 of 126 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 (23), AWS (21), 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 (13), Python (13), SQL (9), Power BI (6), out of 45 postings in the last 12 months.
Is the AIG tech stack changing?
Yes. MATLAB, AWS Bedrock, Self-Healing, Snowflake first appeared in AIG job postings in the last six months.
How modern is the AIG tech stack?
AIG scores 84 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 126 postings of the last 12 months and were updated on Sep 26, 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: 126 technologies from 126 job postings", as of Sep 26, 2026. https://alion.io/company/aig/technologies