Precision Medicine Group tech stack
Precision Medicine Group builds mostly with SAS, Python, SQL, C++. Its stack also includes GCP, Power BI, Snowflake, Amazon Redshift. GCP is named in 27 of the 101 job postings Precision Medicine Group published in the last 12 months (27%). Counted by Alion from the job postings of Precision Medicine Group, updated Oct 23, 2026.
What programming languages does Precision Medicine Group use?
SAS is named in 6% of job postings at Precision Medicine Group, followed by Python (6%), SQL (6%), C++ (1%).
SAS 
What frameworks and libraries does Precision Medicine Group use?
Rcpp is named in 1% of job postings at Precision Medicine Group, followed by Dagster (1%), LangChain (1%).
What databases does Precision Medicine Group use?
Snowflake is named in 3% of job postings at Precision Medicine Group, followed by Amazon Redshift (1%).
Snowflake
3 3%
Amazon Redshift
1 1%
What cloud and platforms does Precision Medicine Group use?
GCP is named in 27% of job postings at Precision Medicine Group, followed by Power BI (5%), PubMed (4%), Azure DevOps (2%).
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What developer tools does Precision Medicine Group use?
Microsoft Excel is named in 9% of job postings at Precision Medicine Group, followed by GraphPad Prism (6%), LIMS (5%), Veeva (3%).
Matter
1 1%
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Which engineering practices does Precision Medicine Group ask for?
Good Clinical Practice is named in 47% of job postings at Precision Medicine Group, followed by GLP (12%), CAPA (8%), Flow Cytometry (5%).
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What does each Precision Medicine Group team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Biotech
41 postingsScience & Research
14 postingsSales
6 postingsAnalytics
4 postingsHow does your stack fit Precision Medicine Group?
How is the Precision Medicine Group 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 Group stack?
Precision Medicine Group scores 62 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 Medicine Group stack in its industry?
Share of the 1,476 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Precision Medicine Group apart
Questions about the Precision Medicine Group tech stack
What programming languages does Precision Medicine Group use?
The languages named in Precision Medicine Group job postings are SAS (6%), Python (6%), SQL (6%), C++ (1%), Visual Basic (1%), as a share of the 101 postings of the last 12 months.
Does Precision Medicine Group use GCP?
Yes. GCP is named in 27 of 101 job postings (27%) and required in 27 of them.
What cloud and platforms does Precision Medicine Group use?
The cloud and platforms named in Precision Medicine Group job postings are GCP (27), Power BI (5), PubMed (4) (postings in brackets).
What skills do you need for a Biotech job at Precision Medicine Group?
Biotech postings at Precision Medicine Group most often require GCP (13), SAS (4), out of 41 postings in the last 12 months.
Is the Precision Medicine Group tech stack changing?
Yes. qPCR, Next-Generation Sequencing, ELISA, FlowJo first appeared in Precision Medicine Group job postings in the last six months.
How modern is the Precision Medicine Group tech stack?
Precision Medicine Group scores 62 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 Group tech stack?
Alion reads every job posting Precision Medicine Group publishes and tags the technologies each one names. The figures on this page count the 101 postings of the last 12 months and were updated on Oct 23, 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 Group tech stack: 56 technologies from 101 job postings", as of Oct 23, 2026. https://alion.io/company/precision-medicine-group-2/technologies