1st Edge tech stack
1st Edge builds mostly with Python, SQL, PowerShell, Bash. Its stack also includes Microsoft Entra ID, GitLab, PyTorch. Python is named in 2 of the 5 job postings 1st Edge published in the last 12 months (40%). Counted by Alion from the job postings of 1st Edge, updated Oct 7, 2026.
What programming languages does 1st Edge use?
Python is named in 40% of job postings at 1st Edge, followed by SQL (40%), PowerShell (40%), Bash (20%).
What frameworks and libraries does 1st Edge use?
PyTorch is named in 20% of job postings at 1st Edge.
PyTorch
1 20%
What cloud and platforms does 1st Edge use?
Microsoft Entra ID is named in 40% of job postings at 1st Edge, followed by GitLab (40%), AWS (20%), Active Directory (20%).
GitLab
2 40%
AWS
1 20%
Azure
1 20%
Azure AKS
1 20%
Azure DevOps
1 20%
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What developer tools does 1st Edge use?
Ansible is named in 40% of job postings at 1st Edge, followed by Jenkins (40%), CloudFormation (20%), Docker (20%).
Ansible
2 40%
Jenkins
2 40%
CloudFormation
1 20%
Docker
1 20%
Git
1 20%
OpenTofu
1 20%
SLURM
1 20%
Terraform
1 20%
Show all (10)
Which engineering practices does 1st Edge ask for?
CI/CD is named in 80% of job postings at 1st Edge, followed by Computer Vision (20%), DHCP (20%), DNS (20%).
CI/CD
4 80%
Computer Vision
1 20%
Reinforcement Learning
1 20%
Configuration Management
1 20%
Show all (9)
How does your stack fit 1st Edge?
How modern is the 1st Edge stack?
1st Edge scores 67 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: 0; legacy ones: 0.
How common is the 1st Edge stack in its industry?
Share of the 458 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like 1st Edge
Questions about the 1st Edge tech stack
What programming languages does 1st Edge use?
The languages named in 1st Edge job postings are Python (40%), SQL (40%), PowerShell (40%), Bash (20%), as a share of the 5 postings of the last 12 months.
Does 1st Edge use Microsoft Entra ID?
Yes. Microsoft Entra ID is named in 2 of 5 job postings (40%) and required in 2 of them.
What cloud and platforms does 1st Edge use?
The cloud and platforms named in 1st Edge job postings are Microsoft Entra ID (2), GitLab (2), AWS (1) (postings in brackets).
Is the 1st Edge tech stack changing?
No new technology has appeared in 1st Edge job postings in the last six months.
How modern is the 1st Edge tech stack?
1st Edge scores 67 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: 0; legacy ones: 0.
How does Alion know the 1st Edge tech stack?
Alion reads every job posting 1st Edge publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 7, 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, "1st Edge tech stack: 40 technologies from 5 job postings", as of Oct 7, 2026. https://alion.io/company/1st-edge/technologies