Positron AI tech stack
Positron AI builds mostly with Python, SystemVerilog, Perl, Verilog. Its stack also includes UVM, Linux, Cocotb, vLLM. Python is named in 6 of the 16 job postings Positron AI published in the last 12 months (38%). Counted by Alion from the job postings of Positron AI, updated Sep 26, 2026.
What programming languages does Positron AI use?
Python is named in 38% of job postings at Positron AI, followed by SystemVerilog (38%), Perl (13%), Verilog (13%).
What frameworks and libraries does Positron AI use?
UVM is named in 25% of job postings at Positron AI, followed by Cocotb (13%), SGLang (6%), TPOT (6%).
TPOT What cloud and platforms does Positron AI use?
Linux is named in 19% of job postings at Positron AI, followed by vLLM (6%).
vLLM
1 6%
What developer tools does Positron AI use?
Formal Verification is named in 25% of job postings at Positron AI, followed by Ansys RedHawk (13%), Cadence Genus (13%), Synopsys Design Compiler (13%).
Ansys RedHawk
2 13%
Cadence Genus
2 13%
Synopsys Design Compiler
2 13%
Synopsys PrimeTime
2 13%
Cadence Palladium
2 13%
Rest API
2 13%
Siemens Veloce
2 13%
Show all (15)
What AI and ML technologies does Positron AI use?
LLM is named in 13% of job postings at Positron AI.
LLM
2 13%
Which engineering practices does Positron AI ask for?
AI Agents is named in 19% of job postings at Positron AI, followed by KV Cache (19%), Mixture of Experts (19%), Machine Learning (13%).
AI Agents
3 19%
Mixture of Experts
3 19%
CI/CD
2 13%
HPC
2 13%
Quantization
2 13%
Show all (9)
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
12 postingsHow does your stack fit Positron AI?
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 70 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 Positron AI stack in its industry?
Share of the 152 companies in the same industries, whose stack Alion knows, that use each technology.
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 (38%), SystemVerilog (38%), Perl (13%), Verilog (13%), C++ (6%), as a share of the 16 postings of the last 12 months.
Does Positron AI use UVM?
Yes. UVM is named in 4 of 16 job postings (25%) and required in 2 of them.
What cloud and platforms does Positron AI use?
The cloud and platforms named in Positron AI job postings are Linux (3), vLLM (1) (postings in brackets).
What skills do you need for a Hardware job at Positron AI?
Hardware postings at Positron AI most often require Python (6), SystemVerilog (4), Ansys RedHawk (2), Cadence Genus (2), out of 12 postings in the last 12 months.
Is the Positron AI tech stack changing?
Yes. Rest API, Linux, Cocotb, UVM first appeared in Positron AI job postings in the last six months.
How modern is the Positron AI tech stack?
Positron AI scores 70 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 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 16 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, "Positron AI tech stack: 39 technologies from 16 job postings", as of Sep 26, 2026. https://alion.io/company/positron-ai/technologies