Precision Medicine Center tech stack
Precision Medicine Center builds mostly with SQL, Python, SAS, R. Its stack also includes GCP, Power BI, Snowflake, Shiny. GCP is named in 70 of the 121 job postings Precision Medicine Center published in the last 12 months (58%). Counted by Alion from the job postings of Precision Medicine Center, updated Sep 29, 2026.
What programming languages does Precision Medicine Center use?
SQL is named in 14% of job postings at Precision Medicine Center, followed by Python (9%), SAS (6%), R (4%).
SAS 
C# 
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What frameworks and libraries does Precision Medicine Center use?
Shiny is named in 3% of job postings at Precision Medicine Center, followed by Cypress (1%), JUnit (1%), Mocha (1%).
Cypress
1 1%
JUnit
1 1%
Mocha
1 1%
Playwright
1 1%
Rest-Assured
1 1%
Selenium
1 1%
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What databases does Precision Medicine Center use?
Snowflake is named in 4% of job postings at Precision Medicine Center, followed by MS SQL (2%), Amazon Redshift (1%).
What cloud and platforms does Precision Medicine Center use?
GCP is named in 58% of job postings at Precision Medicine Center, followed by Power BI (11%), Azure (5%), Azure DevOps (3%).
GCP
70 58%
Power BI
13 11%
Azure
6 5%
Azure DevOps
4 3%
Tableau
3 2%
AWS
2 2%
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What developer tools does Precision Medicine Center use?
Microsoft Excel is named in 17% of job postings at Precision Medicine Center, followed by CAPA (2%), Git (2%), Informatica (2%).
Git
2 2%
Copilot
1 1%
Jenkins
1 1%
Matter
1 1%
JMeter
1 1%
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Which engineering practices does Precision Medicine Center ask for?
ETL/ELT is named in 5% of job postings at Precision Medicine Center, followed by Path Planning (4%), CI/CD (3%), Incident Management (2%).
CI/CD
4 3%
Incident Management
3 2%
AI Agents
2 2%
GitOps
2 2%
Platform Engineering
2 2%
Show all (11)
What does each Precision Medicine Center team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
25 postingsFinance
15 postingsAnalytics
11 postingsData Science
9 postingsHow does your stack fit Precision Medicine Center?
How is the Precision Medicine Center 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 Medicine Center stack?
Precision Medicine Center 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.
Companies with a stack like Precision Medicine Center
Questions about the Precision Medicine Center tech stack
What programming languages does Precision Medicine Center use?
The languages named in Precision Medicine Center job postings are SQL (14%), Python (9%), SAS (6%), R (4%), Visual Basic (2%), as a share of the 121 postings of the last 12 months.
Does Precision Medicine Center use Shiny?
Yes. Shiny is named in 4 of 121 job postings (3%) and required in 3 of them.
What cloud and platforms does Precision Medicine Center use?
The cloud and platforms named in Precision Medicine Center job postings are GCP (70), Power BI (13), Azure (6) (postings in brackets).
What skills do you need for a Science & Research job at Precision Medicine Center?
Science & Research postings at Precision Medicine Center most often require GCP (21), CAPA (2), out of 25 postings in the last 12 months.
Is the Precision Medicine Center tech stack changing?
Yes. Path Planning, AI Agents, Informatica, Visual Basic first appeared in Precision Medicine Center job postings in the last six months.
How modern is the Precision Medicine Center tech stack?
Precision Medicine Center 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 Medicine Center tech stack?
Alion reads every job posting Precision Medicine Center publishes and tags the technologies each one names. The figures on this page count the 121 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 Medicine Center tech stack: 62 technologies from 121 job postings", as of Sep 29, 2026. https://alion.io/company/precisionmedicine/technologies