Universal DX tech stack

Universal DX builds mostly with Node JS, SQL, TypeScript, JavaScript. Its stack also includes AWS, Amazon S3, Presto, Trino. Node JS is named in 1 of the 7 job postings Universal DX published in the last 12 months (14%). Counted by Alion from the job postings of Universal DX, updated Oct 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 27, 2026
Technologies in use
40
Postings analysed
7
Open now
5
Modernity
80 /100

What programming languages does Universal DX use?

Node JS is named in 14% of job postings at Universal DX, followed by SQL (14%), TypeScript (14%), JavaScript (14%).

Node JS 1 14% required in 100% · since Oct 2026
SQL 1 14% required in 100% · since Oct 2026
TypeScript 1 14% required in 100% · since Oct 2026
JavaScript 1 14% optional · since Oct 2026

What frameworks and libraries does Universal DX use?

Nest.JS is named in 14% of job postings at Universal DX, followed by Pino (14%).

Nest.JS 1 14% required in 100% · since Oct 2026
Pino 1 14% required in 100% · since Oct 2026

What databases does Universal DX use?

Presto is named in 14% of job postings at Universal DX, followed by Trino (14%).

Presto 1 14% required in 100% · since Oct 2026
Trino 1 14% required in 100% · since Oct 2026

What cloud and platforms does Universal DX use?

AWS is named in 14% of job postings at Universal DX, followed by Amazon S3 (14%), GitLab CI (14%), Grafana (14%).

AWS 1 14% required in 100% · since Oct 2026
Amazon S3 1 14% required in 100% · since Oct 2026
GitLab CI 1 14% required in 100% · since Oct 2026
Grafana 1 14% required in 100% · since Oct 2026
Kubernetes 1 14% required in 100% · since Oct 2026

What developer tools does Universal DX use?

ArgoCD is named in 14% of job postings at Universal DX, followed by Docker (14%), Helm (14%), LIMS (14%).

ArgoCD 1 14% required in 100% · since Oct 2026
Docker 1 14% required in 100% · since Oct 2026
Helm 1 14% required in 100% · since Oct 2026
LIMS 1 14% required in 100% · 1 open now · since Sep 2026
Microsoft Excel 1 14% required in 100% · 1 open now · since Sep 2026
Prisma 1 14% required in 100% · since Oct 2026
Prometheus 1 14% required in 100% · since Oct 2026
Rest API 1 14% required in 100% · since Oct 2026
Show all (10)
Swagger1
IBM DOORS1

What AI and ML technologies does Universal DX use?

ChatGPT is named in 14% of job postings at Universal DX, followed by Claude (14%).

ChatGPT 1 14% optional · since Sep 2026
Claude 1 14% optional · since Sep 2026

Which engineering practices does Universal DX ask for?

Next-Generation Sequencing is named in 43% of job postings at Universal DX, followed by Design Controls (29%), ISO 13485 (29%), Verification & Validation (29%).

Next-Generation Sequencing 3 43% required in 67% · 3 open now · since Sep 2026
Design Controls 2 29% required in 100% · 2 open now · since Sep 2026
ISO 13485 2 29% required in 100% · 2 open now · since Sep 2026
Verification & Validation 2 29% required in 50% · 2 open now · since Sep 2026
CI/CD 1 14% required in 100% · since Oct 2026
Design History File 1 14% required in 100% · 1 open now · since Sep 2026
GLP 1 14% required in 100% · 1 open now · since Oct 2026
GMP 1 14% required in 100% · 1 open now · since Oct 2026
Show all (15)
GitOps1
IEC 623041
ISO 149711
IVDR1
PCR1
21 CFR Part 111
qPCR1

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How modern is the Universal DX stack?

Cutting-edge AI adopter 80/100

Universal DX scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Universal DX stack in its industry?

Share of the 154 companies in the same industries, whose stack Alion knows, that use each technology.

AWS38%
Amazon S316%
ChatGPT10%
Claude18%
GitLab CI9%
Grafana11%
JavaScript28%
Kubernetes22%
Nest.JS3%
Node JS9%

Questions about the Universal DX tech stack

What programming languages does Universal DX use?

The languages named in Universal DX job postings are Node JS (14%), SQL (14%), TypeScript (14%), JavaScript (14%), as a share of the 7 postings of the last 12 months.

What cloud and platforms does Universal DX use?

The cloud and platforms named in Universal DX job postings are AWS (1), Amazon S3 (1), GitLab CI (1) (postings in brackets).

Is the Universal DX tech stack changing?

No new technology has appeared in Universal DX job postings in the last six months.

How modern is the Universal DX tech stack?

Universal DX scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Universal DX tech stack?

Alion reads every job posting Universal DX publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 27, 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, "Universal DX tech stack: 40 technologies from 7 job postings", as of Oct 27, 2026. https://alion.io/company/universaldx/technologies

Licence: CC BY-SA 4.0JSON