Fits tech stack
Fits builds mostly with Python, Bash, C#, PowerShell. Its stack also includes AWS, Kubernetes, OpenTelemetry, OpenSearch. Python is named in 6 of the 8 job postings Fits published in the last 12 months (75%). Counted by Alion from the job postings of Fits, updated Nov 3, 2026.
What programming languages does Fits use?
Python is named in 75% of job postings at Fits, followed by Bash (50%), C# (25%), PowerShell (13%).
What frameworks and libraries does Fits use?
OpenTelemetry is named in 25% of job postings at Fits.
OpenTelemetry
2 25%
What databases does Fits use?
OpenSearch is named in 13% of job postings at Fits, followed by Redis (13%).
OpenSearch
1 13%
Redis
1 13%
What cloud and platforms does Fits use?
AWS is named in 75% of job postings at Fits, followed by Kubernetes (75%), GCP (63%), Grafana (63%).
AWS
6 75%
Kubernetes
6 75%
GCP
5 63%
Grafana
5 63%
Azure
5 63%
Azure DevOps
4 50%
Apache Kafka
2 25%
Show all (16)
What developer tools does Fits use?
Docker is named in 75% of job postings at Fits, followed by Git (75%), Terraform (63%), Helm (38%).
Docker
6 75%
Git
6 75%
Terraform
5 63%
Helm
3 38%
Zabbix
3 38%
Ansible
2 25%
ArgoCD
2 25%
Copilot
2 25%
Show all (12)
What AI and ML technologies does Fits use?
ChatGPT is named in 25% of job postings at Fits, followed by Claude (13%).
Which engineering practices does Fits ask for?
CI/CD is named in 75% of job postings at Fits, followed by FinOps (25%), GitOps (25%), AIOps (13%).
What does each Fits team work with?
The technologies each team's postings require most often, with the number of postings that require them.
DevOps
3 postingsHow does your stack fit Fits?
How is the Fits 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 Fits stack?
Fits scores 82 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: 2; legacy ones: 0.
How common is the Fits stack in its industry?
Share of the 1,621 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Fits
Questions about the Fits tech stack
What programming languages does Fits use?
The languages named in Fits job postings are Python (75%), Bash (50%), C# (25%), PowerShell (13%), SQL (13%), as a share of the 8 postings of the last 12 months.
Does Fits use OpenTelemetry?
Yes. OpenTelemetry is named in 2 of 8 job postings (25%) and required in 2 of them.
What cloud and platforms does Fits use?
The cloud and platforms named in Fits job postings are AWS (6), Kubernetes (6), GCP (5) (postings in brackets).
What skills do you need for a DevOps job at Fits?
DevOps postings at Fits most often require AWS (3), Azure DevOps (3), Bash (3), Docker (3), out of 3 postings in the last 12 months.
Is the Fits tech stack changing?
Yes. ArgoCD, FinOps, GitHub, GitOps first appeared in Fits job postings in the last six months.
How modern is the Fits tech stack?
Fits scores 82 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: 2; legacy ones: 0.
How does Alion know the Fits tech stack?
Alion reads every job posting Fits publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Nov 3, 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, "Fits tech stack: 43 technologies from 8 job postings", as of Nov 3, 2026. https://alion.io/company/fits/technologies