Positron AI tech stack
Positron AI builds mostly with Python, SystemVerilog, C++, Perl. Its stack also includes AWS Lambda, AWS, UVM, Cocotb. Python is named in 17 of the 30 job postings Positron AI published in the last 12 months (57%). Counted by Alion from the job postings of Positron AI, updated Nov 11, 2026.
What programming languages does Positron AI use?
Python is named in 57% of job postings at Positron AI, followed by SystemVerilog (37%), C++ (17%), Perl (13%).
Python
17 57%
SystemVerilog
11 37%
C++
5 17%
Perl
4 13%
Verilog
4 13%
Bash
1 3%
Rust
1 3%
Haskell
1 3%
Show all (9)
What frameworks and libraries does Positron AI use?
UVM is named in 23% of job postings at Positron AI, followed by Cocotb (17%), SGLang (7%), OpenTelemetry (3%).
UVM
7 23%
SGLang
2 7%
OpenTelemetry
1 3%
TPOT
1 3%
TensorRT-LLM
1 3%
What cloud and platforms does Positron AI use?
AWS Lambda is named in 30% of job postings at Positron AI, followed by AWS (30%), Linux (23%), vLLM (7%).
Show all (13)
What developer tools does Positron AI use?
Groq is named in 30% of job postings at Positron AI, followed by Formal Verification (23%), Cadence Genus (10%), Synopsys Design Compiler (10%).
Groq
9 30%
Cadence Genus
3 10%
Synopsys Design Compiler
3 10%
Cadence Palladium
3 10%
Siemens Veloce
3 10%
Synopsys ZeBu
3 10%
Ansys RedHawk
2 7%
Show all (22)
What AI and ML technologies does Positron AI use?
LLM is named in 17% of job postings at Positron AI, followed by VLM (3%).
Which engineering practices does Positron AI ask for?
AI Agents is named in 17% of job postings at Positron AI, followed by KV Cache (17%), Mixture of Experts (13%), Speculative Decoding (10%).
AI Agents
5 17%
Mixture of Experts
4 13%
HPC
3 10%
CI/CD
2 7%
Show all (19)
What does each Positron AI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Hardware
19 postingsBackend
3 postingsHow does your stack fit Positron AI?
How much does Positron AI pay by technology?
Median stated pay of the postings that name each technology, against the median of all Positron AI postings with stated pay: $300k across 30 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 17 | $300k | 0% |
| SystemVerilog | 11 | $350k | +17% |
| AWS | 9 | $300k | 0% |
| AWS Lambda | 9 | $300k | 0% |
| UVM | 7 | $350k | +17% |
| Linux | 7 | $300k | 0% |
| C++ | 5 | $300k | 0% |
| Cocotb | 5 | $300k | 0% |
| LLM | 5 | $300k | 0% |
How is the Positron AI 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 Positron AI stack?
Positron AI scores 74 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: 2; legacy ones: 0.
How common is the Positron AI stack in its industry?
Share of the 361 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Positron AI apart
Companies with a stack like Positron AI
Questions about the Positron AI tech stack
What programming languages does Positron AI use?
The languages named in Positron AI job postings are Python (57%), SystemVerilog (37%), C++ (17%), Perl (13%), Verilog (13%), as a share of the 30 postings of the last 12 months.
Does Positron AI use UVM?
Yes. UVM is named in 7 of 30 job postings (23%) and required in 3 of them.
What cloud and platforms does Positron AI use?
The cloud and platforms named in Positron AI job postings are AWS Lambda (9), AWS (9), Linux (7) (postings in brackets).
What skills do you need for a Hardware job at Positron AI?
Hardware postings at Positron AI most often require Python (12), SystemVerilog (11), AWS Lambda (7), Groq (7), out of 19 postings in the last 12 months.
Is the Positron AI tech stack changing?
Yes. PKI, SGLang, vLLM, Linux first appeared in Positron AI job postings in the last six months.
How modern is the Positron AI tech stack?
Positron AI scores 74 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: 2; legacy ones: 0.
How does Alion know the Positron AI tech stack?
Alion reads every job posting Positron AI publishes and tags the technologies each one names. The figures on this page count the 30 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, "Positron AI tech stack: 73 technologies from 30 job postings", as of Nov 11, 2026. https://alion.io/company/positron-ai/technologies