Systems and Technology Research tech stack
Systems and Technology Research builds mostly with Python, C++, MATLAB, Java. Its stack also includes Linux, GitLab, PyTorch, Matplotlib. Python is named in 114 of the 140 job postings Systems and Technology Research published in the last 12 months (81%). Counted by Alion from the job postings of Systems and Technology Research, updated Sep 26, 2026.
What programming languages does Systems and Technology Research use?
Python is named in 81% of job postings at Systems and Technology Research, followed by C++ (64%), MATLAB (46%), Java (13%).
Python
114 81%
C++
90 64%
MATLAB
64 46%
Java
18 13%
Assembly
12 9%
JavaScript
7 5%
TypeScript
6 4%
PowerShell
5 4%
Show all (13)
What frameworks and libraries does Systems and Technology Research use?
PyTorch is named in 8% of job postings at Systems and Technology Research, followed by Matplotlib (7%), Pandas (7%), Scikit-learn (6%).
PyTorch
11 8%
Matplotlib
10 7%
Pandas
10 7%
Scikit-learn
9 6%
PyTorch C++
7 5%
React.js
7 5%
TensorFlow
7 5%
TensorFlow C++
7 5%
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What cloud and platforms does Systems and Technology Research use?
Linux is named in 41% of job postings at Systems and Technology Research, followed by GitLab (17%), Kubernetes (14%), Windows (14%).
GitLab
24 17%
Kubernetes
20 14%
AWS
11 8%
SonarQube
10 7%
Red Hat
8 6%
Ubuntu
8 6%
Show all (25)
What developer tools does Systems and Technology Research use?
Docker is named in 17% of job postings at Systems and Technology Research, followed by Git (11%), Ghidra (10%), IDA Pro (10%).
Docker
24 17%
Git
15 11%
Ghidra
14 10%
IDA Pro
14 10%
QEMU
12 9%
Ansible
8 6%
Show all (28)
What AI and ML technologies does Systems and Technology Research use?
LLM is named in 1% of job postings at Systems and Technology Research.
LLM
2 1%
Which engineering practices does Systems and Technology Research ask for?
Machine Learning is named in 41% of job postings at Systems and Technology Research, followed by CI/CD (21%), Reinforcement Learning (11%), AI Agents (9%).
CI/CD
30 21%
Reinforcement Learning
16 11%
AI Agents
12 9%
Time Series Forecasting
12 9%
Platform Engineering
11 8%
Show all (14)
What does each Systems and Technology Research team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
40 postingsAI/ML
22 postingsDevOps
19 postingsHardware
18 postingsIndustrial Engineering
14 postingsQA
5 postingsHow does your stack fit Systems and Technology Research?
How much does Systems and Technology Research pay by technology?
Median stated pay of the postings that name each technology, against the median of all Systems and Technology Research postings with stated pay: $205k across 135 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 114 | $210k | +2% |
| C++ | 87 | $216k | +5% |
| MATLAB | 59 | $220k | +7% |
| Linux | 56 | $184k | −10% |
| GitLab | 24 | $184k | −10% |
| Kubernetes | 20 | $200k | −3% |
| Windows | 18 | $184k | −10% |
| Java | 18 | $170k | −17% |
| Assembly | 12 | $184k | −10% |
| PyTorch | 11 | $220k | +7% |
How is the Systems and Technology Research 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 Systems and Technology Research stack?
Systems and Technology Research scores 72 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 Systems and Technology Research stack in its industry?
Share of the 67 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Systems and Technology Research apart
Companies with a stack like Systems and Technology Research
Infleqtion
57 shared technologies
Graphcore
72 shared technologies
Clarity Innovations
59 shared technologies
Carnegie Mellon University
56 shared technologies
Penn State University Press
53 shared technologies
Woven by Toyota
59 shared technologies
GRVTY
76 shared technologies
ST Engineering
65 shared technologies
Questions about the Systems and Technology Research tech stack
What programming languages does Systems and Technology Research use?
The languages named in Systems and Technology Research job postings are Python (81%), C++ (64%), MATLAB (46%), Java (13%), Assembly (9%), as a share of the 140 postings of the last 12 months.
Does Systems and Technology Research use PyTorch?
Yes. PyTorch is named in 11 of 140 job postings (8%) and required in 11 of them.
What cloud and platforms does Systems and Technology Research use?
The cloud and platforms named in Systems and Technology Research job postings are Linux (58), GitLab (24), Kubernetes (20) (postings in brackets).
What skills do you need for a Backend job at Systems and Technology Research?
Backend postings at Systems and Technology Research most often require Python (31), C++ (26), Java (18), Linux (15), out of 40 postings in the last 12 months.
Is the Systems and Technology Research tech stack changing?
Yes. ROS, Amazon EC2, Helm, MOOS-IvP first appeared in Systems and Technology Research job postings in the last six months.
How modern is the Systems and Technology Research tech stack?
Systems and Technology Research scores 72 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 Systems and Technology Research tech stack?
Alion reads every job posting Systems and Technology Research publishes and tags the technologies each one names. The figures on this page count the 140 postings of the last 12 months and were updated on Sep 26, 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, "Systems and Technology Research tech stack: 103 technologies from 140 job postings", as of Sep 26, 2026. https://alion.io/company/str/technologies