Ignite tech stack
Ignite builds mostly with Python, SAS, SQL, Java. Its stack also includes AWS, PyTorch, PostgreSQL, AWS Lambda. Python is named in 14 of the 28 job postings Ignite published in the last 12 months (50%). Counted by Alion from the job postings of Ignite, updated Sep 30, 2026.
What programming languages does Ignite use?
Python is named in 50% of job postings at Ignite, followed by SAS (21%), SQL (18%), Java (14%).
SAS 
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What frameworks and libraries does Ignite use?
PyTorch is named in 43% of job postings at Ignite, followed by Angular (7%), NumPy (7%), Pandas (7%).
PyTorch
12 43%
Angular
2 7%
NumPy
2 7%
Pandas
2 7%
SciPy
2 7%
Spring Boot
2 7%
Scikit-learn
2 7%
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What databases does Ignite use?
PostgreSQL is named in 25% of job postings at Ignite, followed by Amazon Aurora (18%).
PostgreSQL
7 25%
Amazon Aurora
5 18%
What cloud and platforms does Ignite use?
AWS is named in 43% of job postings at Ignite, followed by AWS Lambda (18%), Amazon S3 (18%), AWS Fargate (14%).
AWS
12 43%
AWS Lambda
5 18%
AWS Fargate
4 14%
Amazon EKS
3 11%
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What developer tools does Ignite use?
Git is named in 14% of job postings at Ignite, followed by CloudFormation (11%), Terraform (11%), Rest API (11%).
Git
4 14%
CloudFormation
3 11%
Terraform
3 11%
Rest API
3 11%
Adobe XD
1 4%
Ansible
1 4%
Axure RP
1 4%
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What AI and ML technologies does Ignite use?
LLM is named in 14% of job postings at Ignite.
LLM
4 14%
Which engineering practices does Ignite ask for?
CI/CD is named in 43% of job postings at Ignite, followed by IAM (21%), DNS (11%), NLP (11%).
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What does each Ignite team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
4 postingsAI/ML
3 postingsDevOps
3 postingsHow does your stack fit Ignite?
How is the Ignite 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 Ignite stack?
Ignite scores 70 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 Ignite stack in its industry?
Share of the 1,010 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Ignite apart
Ignite products in its job postings
Postings at Ignite name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like Ignite
Questions about the Ignite tech stack
What programming languages does Ignite use?
The languages named in Ignite job postings are Python (50%), SAS (21%), SQL (18%), Java (14%), JavaScript (7%), as a share of the 28 postings of the last 12 months.
Does Ignite use Angular?
Yes. Angular is named in 2 of 28 job postings (7%) and required in 2 of them.
What cloud and platforms does Ignite use?
The cloud and platforms named in Ignite job postings are AWS (12), AWS Lambda (5), Amazon S3 (5) (postings in brackets).
What skills do you need for a Backend job at Ignite?
Backend postings at Ignite most often require Python (4), NumPy (2), Pandas (2), R (2), out of 4 postings in the last 12 months.
Is the Ignite tech stack changing?
Yes. LLM, NLP, Platform Engineering, Microsoft Excel first appeared in Ignite job postings in the last six months.
How modern is the Ignite tech stack?
Ignite scores 70 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 Ignite tech stack?
Alion reads every job posting Ignite publishes and tags the technologies each one names. The figures on this page count the 28 postings of the last 12 months and were updated on Sep 30, 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, "Ignite tech stack: 90 technologies from 28 job postings", as of Sep 30, 2026. https://alion.io/company/igniteitservices/technologies