Parallel Systems tech stack
Parallel Systems builds mostly with Python, Rust, C++, MATLAB. Its stack also includes Linux, AWS, Metaflow, PoC Library. Python is named in 10 of the 17 job postings Parallel Systems published in the last 12 months (59%). Counted by Alion from the job postings of Parallel Systems, updated Sep 27, 2026.
What programming languages does Parallel Systems use?
Python is named in 59% of job postings at Parallel Systems, followed by Rust (47%), C++ (41%), MATLAB (12%).
C++ 
What frameworks and libraries does Parallel Systems use?
Metaflow is named in 18% of job postings at Parallel Systems, followed by PoC Library (18%), GStreamer (18%), PyTorch (18%).
GStreamer
3 18%
PyTorch
3 18%
ROS2
3 18%
Ray
3 18%
Transformers
3 18%
Show all (9)
What cloud and platforms does Parallel Systems use?
Linux is named in 24% of job postings at Parallel Systems, followed by AWS (18%), Amazon SageMaker (18%), Azure (18%).
AWS
3 18%
Azure
3 18%
GCP
3 18%
Kubeflow
3 18%
MLFlow
3 18%
CUDA Toolkit
2 12%
Show all (12)
What developer tools does Parallel Systems use?
SolidWorks is named in 35% of job postings at Parallel Systems, followed by Git (18%), TensorRT (12%), Rest API (6%).
Which engineering practices does Parallel Systems ask for?
CI/CD is named in 24% of job postings at Parallel Systems, followed by Computer Vision (24%), Machine Learning (18%), Sensor Fusion (18%).
CI/CD
4 24%
Computer Vision
4 24%
Multimodal AI
1 6%
What does each Parallel Systems team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Hardware
4 postingsBackend
3 postingsAI/ML
3 postingsHow does your stack fit Parallel Systems?
How much does Parallel Systems pay by technology?
Median stated pay of the postings that name each technology, against the median of all Parallel Systems postings with stated pay: $187k across 16 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 9 | $180k | −3% |
| Rust | 8 | $195k | +5% |
| C++ | 7 | $212k | +14% |
How is the Parallel 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 Parallel Systems stack?
Parallel Systems 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: 0; legacy ones: 0.
How common is the Parallel Systems stack in its industry?
Share of the 575 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Parallel Systems apart
Companies with a stack like Parallel Systems
Questions about the Parallel Systems tech stack
What programming languages does Parallel Systems use?
The languages named in Parallel Systems job postings are Python (59%), Rust (47%), C++ (41%), MATLAB (12%), C# (6%), as a share of the 17 postings of the last 12 months.
Does Parallel Systems use Metaflow?
Yes. Metaflow is named in 3 of 17 job postings (18%) and required in 3 of them.
What cloud and platforms does Parallel Systems use?
The cloud and platforms named in Parallel Systems job postings are Linux (4), AWS (3), Amazon SageMaker (3) (postings in brackets).
What skills do you need for a Hardware job at Parallel Systems?
Hardware postings at Parallel Systems most often require C++ (3), Rust (3), CUDA Toolkit (2), Linux (2), out of 4 postings in the last 12 months.
Is the Parallel Systems tech stack changing?
Yes. Sensor Fusion, GStreamer, ROS2, SLAM first appeared in Parallel Systems job postings in the last six months.
How modern is the Parallel Systems tech stack?
Parallel Systems 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: 0; legacy ones: 0.
How does Alion know the Parallel Systems tech stack?
Alion reads every job posting Parallel Systems publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Sep 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, "Parallel Systems tech stack: 41 technologies from 17 job postings", as of Sep 27, 2026. https://alion.io/company/parallel-systems/technologies