Systems and Technology Research tech stack
Systems and Technology Research builds mostly with Python, C++, MATLAB, Java. Its stack also includes Linux, GitLab, PyTorch, TensorFlow. Python is named in 168 of the 216 job postings Systems and Technology Research published in the last 12 months (78%). Counted by Alion from the job postings of Systems and Technology Research, updated Nov 11, 2026.
What programming languages does Systems and Technology Research use?
Python is named in 78% of job postings at Systems and Technology Research, followed by C++ (62%), MATLAB (39%), Java (17%).
Python
168 78%
C++
133 62%
MATLAB
84 39%
Java
36 17%
TypeScript
10 5%
JavaScript
10 5%
Assembly
10 5%
SQL
8 4%
Show all (18)
What frameworks and libraries does Systems and Technology Research use?
PyTorch is named in 7% of job postings at Systems and Technology Research, followed by TensorFlow (5%), TensorFlow C++ (5%), Matplotlib (5%).
PyTorch
15 7%
TensorFlow
11 5%
TensorFlow C++
11 5%
Matplotlib
10 5%
Pandas
10 5%
React.js
10 5%
Scikit-learn
9 4%
Show all (24)
What cloud and platforms does Systems and Technology Research use?
Linux is named in 34% of job postings at Systems and Technology Research, followed by GitLab (15%), Kubernetes (13%), Windows (11%).
GitLab
32 15%
Kubernetes
28 13%
AWS
13 6%
SonarQube
11 5%
Rancher
9 4%
Amazon EKS
8 4%
Show all (28)
What developer tools does Systems and Technology Research use?
Git is named in 16% of job postings at Systems and Technology Research, followed by Docker (16%), Ghidra (9%), IDA Pro (9%).
Git
35 16%
Docker
34 16%
Ghidra
20 9%
IDA Pro
20 9%
QEMU
18 8%
Podman
11 5%
Show all (50)
And 10 more, each named in fewer postings.
What AI and ML technologies does Systems and Technology Research use?
LLM is named in 4% of job postings at Systems and Technology Research, followed by Vision Transformer (1%).
LLM
9 4%
Vision Transformer
3 1%
Which engineering practices does Systems and Technology Research ask for?
Machine Learning is named in 38% of job postings at Systems and Technology Research, followed by CI/CD (21%), Time Series (11%), Reinforcement Learning (10%).
CI/CD
45 21%
Time Series
23 11%
Reinforcement Learning
22 10%
AI Agents
15 7%
Platform Engineering
14 6%
Show all (26)
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
63 postingsHardware
28 postingsIndustrial Engineering
28 postingsAI/ML
27 postingsDevOps
21 postingsQA
6 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: $216k across 210 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 167 | $216k | 0% |
| C++ | 130 | $220k | +2% |
| MATLAB | 79 | $220k | +2% |
| Linux | 72 | $184k | −15% |
| Java | 36 | $184k | −15% |
| GitLab | 32 | $184k | −15% |
| Kubernetes | 28 | $184k | −15% |
| Windows | 23 | $184k | −15% |
| PyTorch | 15 | $220k | +2% |
| AWS | 13 | $216k | 0% |
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 76 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 Systems and Technology Research stack in its industry?
Share of the 200 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
True Anomaly
103 shared technologies
Shield AI
117 shared technologies
General Dynamics Mission Systems
103 shared technologies
GRVTY
103 shared technologies
Archer Aviation
93 shared technologies
AeroVironment
102 shared technologies
Saab
85 shared technologies
Johns Hopkins University Applied Physics Laboratory
101 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 (78%), C++ (62%), MATLAB (39%), Java (17%), TypeScript (5%), as a share of the 216 postings of the last 12 months.
Does Systems and Technology Research use PyTorch?
Yes. PyTorch is named in 15 of 216 job postings (7%) and required in 15 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 (74), GitLab (32), Kubernetes (28) (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 (52), C++ (43), Linux (28), Java (26), out of 63 postings in the last 12 months.
Is the Systems and Technology Research tech stack changing?
Yes. Claude Code, RAG, Cursor, Edge AI 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 76 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 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 216 postings of the last 12 months and were updated on Nov 11, 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: 148 technologies from 216 job postings", as of Nov 11, 2026. https://alion.io/company/str/technologies