Unconventional AI tech stack
Unconventional AI builds mostly with Python, C++, Verilog, Bash. Its stack also includes Linux, AWS, LangChain, UVM. Python is named in 7 of the 10 job postings Unconventional AI published in the last 12 months (70%). Counted by Alion from the job postings of Unconventional AI, updated Sep 30, 2026.
What programming languages does Unconventional AI use?
Python is named in 70% of job postings at Unconventional AI, followed by C++ (30%), Verilog (30%), Bash (20%).
Python
7 70%
C++
3 30%
Verilog
3 30%
Bash
2 20%
SystemVerilog
2 20%
JavaScript
1 10%
MATLAB
1 10%
Node JS
1 10%
Show all (9)
What frameworks and libraries does Unconventional AI use?
LangChain is named in 20% of job postings at Unconventional AI, followed by UVM (20%), CUDA (10%), DeepSpeed (10%).
LangChain
2 20%
UVM
2 20%
DeepSpeed
1 10%
Next.js
1 10%
PyTorch Lightning
1 10%
Ray
1 10%
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What databases does Unconventional AI use?
Milvus is named in 10% of job postings at Unconventional AI, followed by Pinecone (10%), Weaviate (10%).
What cloud and platforms does Unconventional AI use?
Linux is named in 30% of job postings at Unconventional AI, followed by AWS (20%), Azure (20%), Databricks (20%).
AWS
2 20%
Azure
2 20%
Databricks
2 20%
GCP
2 20%
Kubernetes
2 20%
CUDA Toolkit
1 10%
Show all (11)
What developer tools does Unconventional AI use?
Formal Verification is named in 20% of job postings at Unconventional AI, followed by Claude Code (10%), Cursor (10%), Docker (10%).
Claude Code
1 10%
Cursor
1 10%
Docker
1 10%
Backstage
1 10%
HashiCorp Vault
1 10%
Show all (10)
What AI and ML technologies does Unconventional AI use?
LLM is named in 30% of job postings at Unconventional AI.
LLM
3 30%
Which engineering practices does Unconventional AI ask for?
Machine Learning is named in 30% of job postings at Unconventional AI, followed by AI Agents (20%), CI/CD (20%), Semantic Search (20%).
AI Agents
2 20%
CI/CD
2 20%
Semantic Search
2 20%
Diffusion Models
1 10%
Mixture of Experts
1 10%
Show all (13)
What does each Unconventional AI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Hardware
5 postingsAI/ML
4 postingsHow does your stack fit Unconventional AI?
How is the Unconventional 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 Unconventional AI stack?
Unconventional AI scores 75 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: 1; legacy ones: 0.
How common is the Unconventional AI stack in its industry?
Share of the 132 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Unconventional AI apart
Companies with a stack like Unconventional AI
Questions about the Unconventional AI tech stack
What programming languages does Unconventional AI use?
The languages named in Unconventional AI job postings are Python (70%), C++ (30%), Verilog (30%), Bash (20%), SystemVerilog (20%), as a share of the 10 postings of the last 12 months.
Does Unconventional AI use LangChain?
Yes. LangChain is named in 2 of 10 job postings (20%) and required in 1 of them.
What cloud and platforms does Unconventional AI use?
The cloud and platforms named in Unconventional AI job postings are Linux (3), AWS (2), Azure (2) (postings in brackets).
What skills do you need for a Hardware job at Unconventional AI?
Hardware postings at Unconventional AI most often require Python (3), Formal Verification (2), SystemVerilog (2), Verilog (2), out of 5 postings in the last 12 months.
Is the Unconventional AI tech stack changing?
Yes. Kubernetes, LLM, AI Agents, CI/CD first appeared in Unconventional AI job postings in the last six months.
How modern is the Unconventional AI tech stack?
Unconventional AI scores 75 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: 1; legacy ones: 0.
How does Alion know the Unconventional AI tech stack?
Alion reads every job posting Unconventional AI publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Sep 30, 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, "Unconventional AI tech stack: 63 technologies from 10 job postings", as of Sep 30, 2026. https://alion.io/company/unconv/technologies