Precision AQ tech stack
Precision AQ builds mostly with SQL, Python, R, SAS. Its stack also includes Power BI, Snowflake, Azure DevOps, Shiny. SQL is named in 11 of the 24 job postings Precision AQ published in the last 12 months (46%). Counted by Alion from the job postings of Precision AQ, updated Sep 29, 2026.
What programming languages does Precision AQ use?
SQL is named in 46% of job postings at Precision AQ, followed by Python (29%), R (17%), SAS (13%).
SAS 
C# 
Show all (9)
What frameworks and libraries does Precision AQ use?
Shiny is named in 13% of job postings at Precision AQ, followed by Cypress (4%), JUnit (4%), Mocha (4%).
Cypress
1 4%
JUnit
1 4%
Mocha
1 4%
Playwright
1 4%
Rest-Assured
1 4%
Selenium
1 4%
Show all (12)
What databases does Precision AQ use?
Snowflake is named in 21% of job postings at Precision AQ, followed by MS SQL (8%), Amazon Redshift (4%).
What cloud and platforms does Precision AQ use?
Power BI is named in 25% of job postings at Precision AQ, followed by Azure DevOps (17%), Azure (17%), PubMed (8%).
Power BI
6 25%
Azure DevOps
4 17%
Azure
4 17%
Tableau
2 8%
AWS
2 8%
.NET
1 4%
Figma
1 4%
Show all (13)
What developer tools does Precision AQ use?
Microsoft Excel is named in 29% of job postings at Precision AQ, followed by Git (8%), Informatica (8%), Jenkins (4%).
Which engineering practices does Precision AQ ask for?
CI/CD is named in 17% of job postings at Precision AQ, followed by ETL/ELT (8%), GitOps (8%), Platform Engineering (8%).
CI/CD
4 17%
GitOps
2 8%
Platform Engineering
2 8%
Incident Management
2 8%
What does each Precision AQ team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
6 postingsAI/ML
4 postingsHow does your stack fit Precision AQ?
How is the Precision AQ 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 Precision AQ stack?
Precision AQ scores 68 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: 1.
How common is the Precision AQ stack in its industry?
Share of the 119 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Precision AQ apart
Companies with a stack like Precision AQ
Questions about the Precision AQ tech stack
What programming languages does Precision AQ use?
The languages named in Precision AQ job postings are SQL (46%), Python (29%), R (17%), SAS (13%), JavaScript (8%), as a share of the 24 postings of the last 12 months.
Does Precision AQ use Shiny?
Yes. Shiny is named in 3 of 24 job postings (13%) and required in 3 of them.
What cloud and platforms does Precision AQ use?
The cloud and platforms named in Precision AQ job postings are Power BI (6), Azure DevOps (4), Azure (4) (postings in brackets).
What skills do you need for a Analytics job at Precision AQ?
Analytics postings at Precision AQ most often require SQL (4), Power BI (3), Python (3), Microsoft Excel (2), out of 6 postings in the last 12 months.
Is the Precision AQ tech stack changing?
Yes. Informatica, Microsoft Excel, Visual Basic, SAS first appeared in Precision AQ job postings in the last six months.
How modern is the Precision AQ tech stack?
Precision AQ scores 68 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: 1.
How does Alion know the Precision AQ tech stack?
Alion reads every job posting Precision AQ publishes and tags the technologies each one names. The figures on this page count the 24 postings of the last 12 months and were updated on Sep 29, 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, "Precision AQ tech stack: 53 technologies from 24 job postings", as of Sep 29, 2026. https://alion.io/company/precisionaq/technologies