Acuity tech stack
Acuity builds mostly with Python, SQL, Java, Structured Text. Its stack also includes Azure, Oracle, Azure DevOps, PostgreSQL. Azure is named in 18 of the 59 job postings Acuity published in the last 12 months (31%). Counted by Alion from the job postings of Acuity, updated Sep 26, 2026.
What programming languages does Acuity use?
Python is named in 12% of job postings at Acuity, followed by SQL (8%), Java (5%), Structured Text (3%).
C# 
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What frameworks and libraries does Acuity use?
Pytest is named in 5% of job postings at Acuity, followed by FastAPI (5%), LangChain (3%), ASP.NET Core (2%).
Pytest
3 5%
FastAPI
3 5%
LangChain
2 3%
ASP.NET Core
1 2%
Flask
1 2%
Playwright
1 2%
Pydantic
1 2%
Robot Framework
1 2%
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What databases does Acuity use?
Oracle is named in 31% of job postings at Acuity, followed by PostgreSQL (5%), ElasticSearch (3%), Redis (2%).
What cloud and platforms does Acuity use?
Azure is named in 31% of job postings at Acuity, followed by Azure DevOps (22%), Kubernetes (19%), AWS (10%).
Azure
18 31%
Azure DevOps
13 22%
Kubernetes
11 19%
AWS
6 10%
Power BI
5 8%
GitHub Actions
4 7%
Grafana
4 7%
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What developer tools does Acuity use?
Docker is named in 20% of job postings at Acuity, followed by SolidWorks (15%), Rest API (12%), Microsoft Excel (8%).
Docker
12 20%
SolidWorks
9 15%
Rest API
7 12%
Git
5 8%
Prometheus
4 7%
Altium Designer
4 7%
MQTT
3 5%
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Which engineering practices does Acuity ask for?
CI/CD is named in 17% of job postings at Acuity, followed by AI Agents (7%), Platform Engineering (7%), SLI/SLO/SLA (3%).
CI/CD
10 17%
AI Agents
4 7%
Platform Engineering
4 7%
SLI/SLO/SLA
2 3%
GitOps
1 2%
Show all (15)
What does each Acuity team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Industrial Engineering
12 postingsOperations
9 postingsSolutions
5 postingsFinance
4 postingsDevOps
4 postingsHow does your stack fit Acuity?
How modern is the Acuity stack?
Acuity scores 76 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: 1; legacy ones: 0.
Companies with a stack like Acuity
Questions about the Acuity tech stack
What programming languages does Acuity use?
The languages named in Acuity job postings are Python (12%), SQL (8%), Java (5%), Structured Text (3%), JavaScript (3%), as a share of the 59 postings of the last 12 months.
Does Acuity use Pytest?
Yes. Pytest is named in 3 of 59 job postings (5%) and required in 3 of them.
What cloud and platforms does Acuity use?
The cloud and platforms named in Acuity job postings are Azure (18), Azure DevOps (13), Kubernetes (11) (postings in brackets).
What skills do you need for a Industrial Engineering job at Acuity?
Industrial Engineering postings at Acuity most often require SolidWorks (7), Azure DevOps (2), out of 12 postings in the last 12 months.
Is the Acuity tech stack changing?
No new technology has appeared in Acuity job postings in the last six months.
How modern is the Acuity tech stack?
Acuity scores 76 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: 1; legacy ones: 0.
How does Alion know the Acuity tech stack?
Alion reads every job posting Acuity publishes and tags the technologies each one names. The figures on this page count the 59 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, "Acuity tech stack: 99 technologies from 59 job postings", as of Sep 26, 2026. https://alion.io/company/acuityinc/technologies