Precision for Medicine tech stack

Precision for Medicine builds mostly with SQL, Python, SAS. Its stack also includes GCP, Power BI. GCP is named in 75 of the 103 job postings Precision for Medicine published in the last 12 months (73%). Counted by Alion from the job postings of Precision for Medicine, updated Oct 3, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 3, 2026
Technologies in use
16
Postings analysed
103
Open now
69
Modernity
66 /100
New in 6 months
4

What programming languages does Precision for Medicine use?

SQL is named in 5% of job postings at Precision for Medicine, followed by Python (3%), SAS (3%).

SQL 5 5% required in 100% · 2 open now · since Jan 2025
Python 3 3% required in 100% · 2 open now · since Feb 2026
SAS 3 3% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Precision for Medicine use?

GCP is named in 73% of job postings at Precision for Medicine, followed by Power BI (11%), Windows (9%), Azure (2%).

GCP 75 73% required in 100% · 52 open now · since Dec 2025
Power BI 11 11% required in 100% · 3 open now · since Jun 2026
Windows 9 9% required in 100% · 7 open now · since Jan 2025
Azure 2 2% optional · since Jan 2025
Tableau 1 1% required in 100% · 1 open now · since Aug 2026
Microsoft Fabric 1 1% optional · since Jul 2026

What developer tools does Precision for Medicine use?

Microsoft Excel is named in 13% of job postings at Precision for Medicine, followed by CAPA (3%), Copilot (1%), Matter (1%).

Microsoft Excel 13 13% required in 100% · 11 open now · since Mar 2026
CAPA 3 3% required in 100% · 2 open now · since Jun 2026
Copilot 1 1% required in 100% · since Aug 2026
Matter 1 1% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Precision for Medicine ask for?

Path Planning is named in 5% of job postings at Precision for Medicine, followed by ETL/ELT (3%), AI Agents (2%).

Path Planning 5 5% required in 100% · 5 open now · since Sep 2026
ETL/ELT 3 3% required in 100% · 1 open now · since Feb 2026
AI Agents 2 2% required in 100% · 1 open now · since Aug 2026

What does each Precision for Medicine team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Science & Research

23 postings
GCP21
CAPA2

Management

14 postings
GCP9
Power BI5

Finance

13 postings
Microsoft Excel10
Power BI3
Windows2

Operations

9 postings
GCP7
Microsoft Excel2

Communications

7 postings
GCP7
Windows7

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How is the Precision for Medicine 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.

First appeared
Path PlanningSep 2026
AI AgentsAug 2026
CAPAJun 2026
Power BIJun 2026
Rising
Windows0% → 10%
Path Planning0% → 6%
Falling
Microsoft Excel23% → 10%
SQL8% → 3%

How modern is the Precision for Medicine stack?

Modern 66/100

Precision for Medicine scores 66 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: 0.

How common is the Precision for Medicine stack in its industry?

Share of the 84 companies in the same industries, whose stack Alion knows, that use each technology.

GCP60%
Power BI26%
Windows21%
SQL46%
Python61%
SAS14%
Azure37%
Microsoft Fabric5%
Tableau24%

Questions about the Precision for Medicine tech stack

What programming languages does Precision for Medicine use?

The languages named in Precision for Medicine job postings are SQL (5%), Python (3%), SAS (3%), as a share of the 103 postings of the last 12 months.

Does Precision for Medicine use GCP?

Yes. GCP is named in 75 of 103 job postings (73%) and required in 75 of them.

What cloud and platforms does Precision for Medicine use?

The cloud and platforms named in Precision for Medicine job postings are GCP (75), Power BI (11), Windows (9) (postings in brackets).

What skills do you need for a Science & Research job at Precision for Medicine?

Science & Research postings at Precision for Medicine most often require GCP (21), CAPA (2), out of 23 postings in the last 12 months.

Is the Precision for Medicine tech stack changing?

Yes. Path Planning, AI Agents, CAPA, Power BI first appeared in Precision for Medicine job postings in the last six months.

How modern is the Precision for Medicine tech stack?

Precision for Medicine scores 66 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: 0.

How does Alion know the Precision for Medicine tech stack?

Alion reads every job posting Precision for Medicine publishes and tags the technologies each one names. The figures on this page count the 103 postings of the last 12 months and were updated on Oct 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, "Precision for Medicine tech stack: 16 technologies from 103 job postings", as of Oct 3, 2026. https://alion.io/company/precision-for-medicine/technologies

Licence: CC BY-SA 4.0JSON