ZT Systems tech stack
ZT Systems builds mostly with Python, SQL, Bash, PowerShell. Its stack also includes Linux, Power BI, PyTorch, TensorFlow. Python is named in 33 of the 64 job postings ZT Systems published in the last 12 months (52%). Counted by Alion from the job postings of ZT Systems, updated Oct 4, 2026.
What programming languages does ZT Systems use?
Python is named in 52% of job postings at ZT Systems, followed by SQL (28%), Bash (9%), PowerShell (9%).
Python
33 52%
SQL
18 28%
Bash
6 9%
PowerShell
6 9%
JavaScript
4 6%
C++
3 5%
TypeScript
3 5%
Assembly
2 3%
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What frameworks and libraries does ZT Systems use?
PyTorch is named in 5% of job postings at ZT Systems, followed by TensorFlow (5%), React.js (5%), FastAPI (3%).
PyTorch
3 5%
TensorFlow
3 5%
React.js
3 5%
FastAPI
2 3%
OpenCV
2 3%
Scikit-learn
2 3%
Next.js
2 3%
Angular
1 2%
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What databases does ZT Systems use?
Qdrant is named in 3% of job postings at ZT Systems.
Qdrant
2 3%
What cloud and platforms does ZT Systems use?
Linux is named in 19% of job postings at ZT Systems, followed by Power BI (19%), Tableau (14%), VMWare (11%).
Power BI
12 19%
Tableau
9 14%
VMWare
7 11%
GitLab
3 5%
CentOS Stream
2 3%
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What developer tools does ZT Systems use?
Microsoft Excel is named in 16% of job postings at ZT Systems, followed by AutoCAD (14%), SolidWorks (11%), CAPA (9%).
AutoCAD
9 14%
SolidWorks
7 11%
Ansible
4 6%
Git
4 6%
Nginx
3 5%
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What AI and ML technologies does ZT Systems use?
LLM is named in 3% of job postings at ZT Systems.
LLM
2 3%
Which engineering practices does ZT Systems ask for?
DHCP is named in 9% of job postings at ZT Systems, followed by Anomaly Detection (9%), CI/CD (8%), BGP (5%).
Show all (19)
What does each ZT Systems team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Industrial Engineering
14 postingsHardware
8 postingsAnalytics
6 postingsDevOps
4 postingsHow does your stack fit ZT Systems?
How much does ZT Systems pay by technology?
Median stated pay of the postings that name each technology, against the median of all ZT Systems postings with stated pay: $154k across 36 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 24 | $155k | +1% |
| SQL | 15 | $155k | +1% |
| Power BI | 11 | $140k | −9% |
| Linux | 9 | $155k | +1% |
| Tableau | 7 | $128k | −17% |
| VMWare | 6 | $183k | +19% |
How is the ZT Systems 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 ZT Systems stack?
ZT Systems scores 69 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: 1; legacy ones: 0.
How common is the ZT Systems stack in its industry?
Share of the 71 companies in the same industries, whose stack Alion knows, that use each technology.
What sets ZT Systems apart
Companies with a stack like ZT Systems
Questions about the ZT Systems tech stack
What programming languages does ZT Systems use?
The languages named in ZT Systems job postings are Python (52%), SQL (28%), Bash (9%), PowerShell (9%), JavaScript (6%), as a share of the 64 postings of the last 12 months.
Does ZT Systems use PyTorch?
Yes. PyTorch is named in 3 of 64 job postings (5%) and required in 3 of them.
What cloud and platforms does ZT Systems use?
The cloud and platforms named in ZT Systems job postings are Linux (12), Power BI (12), Tableau (9) (postings in brackets).
What skills do you need for a Industrial Engineering job at ZT Systems?
Industrial Engineering postings at ZT Systems most often require Python (5), AutoCAD (3), SQL (3), CAPA (2), out of 14 postings in the last 12 months.
Is the ZT Systems tech stack changing?
Yes. Git, Docker, FastAPI, Kubernetes first appeared in ZT Systems job postings in the last six months.
How modern is the ZT Systems tech stack?
ZT Systems scores 69 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: 1; legacy ones: 0.
How does Alion know the ZT Systems tech stack?
Alion reads every job posting ZT Systems publishes and tags the technologies each one names. The figures on this page count the 64 postings of the last 12 months and were updated on Oct 4, 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, "ZT Systems tech stack: 92 technologies from 64 job postings", as of Oct 4, 2026. https://alion.io/company/ztsystems/technologies