ClinChoice tech stack

ClinChoice builds mostly with SAS, Python, SQL, MATLAB. Its stack also includes GCP, Power BI, Shiny, Oracle. GCP is named in 10 of the 20 job postings ClinChoice published in the last 12 months (50%). Counted by Alion from the job postings of ClinChoice, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
28
Postings analysed
20
Open now
11
Modernity
68 /100
New in 6 months
6

What programming languages does ClinChoice use?

SAS is named in 40% of job postings at ClinChoice, followed by Python (20%), SQL (20%), MATLAB (15%).

SAS 8 40% required in 100% · 3 open now · since Dec 2025
Python 4 20% required in 100% · 2 open now · since Dec 2025
SQL 4 20% required in 100% · 2 open now · since Dec 2025
MATLAB 3 15% required in 100% · 2 open now · since Dec 2025
C++ 2 10% required in 100% · 1 open now · since Dec 2025
Java 2 10% required in 100% · 1 open now · since Dec 2025
R 2 10% required in 100% · 1 open now · since Jul 2026
JavaScript 1 5% optional · 1 open now · since Aug 2026

What frameworks and libraries does ClinChoice use?

Shiny is named in 10% of job postings at ClinChoice, followed by D3.js (5%), Hadoop (5%), PoC Library (5%).

Shiny 2 10% required in 50% · 1 open now · since Jul 2026
D3.js 1 5% required in 100% · 1 open now · since Aug 2026
Hadoop 1 5% required in 100% · 1 open now · since Aug 2026
PoC Library 1 5% required in 100% · since May 2026
XGBoost 1 5% required in 100% · since Jun 2026

What databases does ClinChoice use?

Oracle is named in 5% of job postings at ClinChoice.

Oracle 1 5% required in 100% · since Aug 2026

What cloud and platforms does ClinChoice use?

GCP is named in 50% of job postings at ClinChoice, followed by Power BI (10%), Tableau (10%), AWS (5%).

GCP 10 50% required in 100% · 8 open now · since Oct 2025
Power BI 2 10% required in 50% · 1 open now · since Jun 2026
Tableau 2 10% required in 50% · 1 open now · since Jun 2026
AWS 1 5% required in 100% · 1 open now · since Aug 2026
Azure 1 5% required in 100% · 1 open now · since Aug 2026
Spark 1 5% required in 100% · 1 open now · since Aug 2026
PubMed 1 5% optional · 1 open now · since Jun 2026

What developer tools does ClinChoice use?

Git is named in 10% of job postings at ClinChoice, followed by Matter (5%), Microsoft Excel (5%).

Git 2 10% required in 50% · 1 open now · since Jul 2026
Matter 1 5% required in 100% · since Jun 2026
Microsoft Excel 1 5% required in 100% · 1 open now · since Apr 2026

Which engineering practices does ClinChoice ask for?

Machine Learning is named in 20% of job postings at ClinChoice, followed by SLI/SLO/SLA (10%), DPO (5%), Multimodal AI (5%).

Machine Learning 4 20% required in 50% · 2 open now · since Dec 2025
SLI/SLO/SLA 2 10% required in 100% · since May 2026
DPO 1 5% required in 100% · since Aug 2026
Multimodal AI 1 5% optional · since Jun 2026

What does each ClinChoice team work with?

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

Data Science

5 postings
SAS4
GCP2
Python2
R2
SQL2

Analytics

4 postings
SAS4
C++2
Java2
MATLAB2
Python2
SQL2

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How is the ClinChoice 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
RJul 2026
GitJul 2026
ShinyJul 2026
Power BIJun 2026
TableauJun 2026
SLI/SLO/SLAMay 2026
Not named for 6 months
C++Dec 2025
JavaDec 2025

How modern is the ClinChoice stack?

Modern 68/100

ClinChoice 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: 0.

How common is the ClinChoice stack in its industry?

Share of the 49 companies in the same industries, whose stack Alion knows, that use each technology.

GCP78%
SAS22%
Python57%
SQL47%
MATLAB10%
C++16%
Java22%
Power BI31%
R8%
Shiny6%

Questions about the ClinChoice tech stack

What programming languages does ClinChoice use?

The languages named in ClinChoice job postings are SAS (40%), Python (20%), SQL (20%), MATLAB (15%), C++ (10%), as a share of the 20 postings of the last 12 months.

Does ClinChoice use Shiny?

Yes. Shiny is named in 2 of 20 job postings (10%) and required in 1 of them.

What cloud and platforms does ClinChoice use?

The cloud and platforms named in ClinChoice job postings are GCP (10), Power BI (2), Tableau (2) (postings in brackets).

What skills do you need for a Data Science job at ClinChoice?

Data Science postings at ClinChoice most often require SAS (4), GCP (2), Python (2), R (2), out of 5 postings in the last 12 months.

Is the ClinChoice tech stack changing?

Yes. R, Git, Shiny, Power BI first appeared in ClinChoice job postings in the last six months.

How modern is the ClinChoice tech stack?

ClinChoice 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: 0.

How does Alion know the ClinChoice tech stack?

Alion reads every job posting ClinChoice publishes and tags the technologies each one names. The figures on this page count the 20 postings of the last 12 months and were updated on Sep 30, 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, "ClinChoice tech stack: 28 technologies from 20 job postings", as of Sep 30, 2026. https://alion.io/company/clinchoice/technologies

Licence: CC BY-SA 4.0JSON