Architect AI tech stack

Architect AI builds mostly with Python, SystemVerilog, C++, TypeScript. Its stack also includes UVM, Anthropic, Cerebras, PyTorch. Python is named in 11 of the 12 job postings Architect AI published in the last 12 months (92%). Counted by Alion from the job postings of Architect AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
53
Postings analysed
12
Open now
11
Modernity
85 /100
New in 6 months
5

What programming languages does Architect AI use?

Python is named in 92% of job postings at Architect AI, followed by SystemVerilog (58%), C++ (25%), TypeScript (17%).

Python 11 92% required in 100% · 10 open now · since Feb 2026
SystemVerilog 7 58% required in 100% · 6 open now · since Apr 2026
C++ 3 25% required in 100% · 3 open now · since May 2026
TypeScript 2 17% required in 100% · 2 open now · since Apr 2026
Verilog 1 8% required in 100% · 1 open now · since Feb 2026

What frameworks and libraries does Architect AI use?

UVM is named in 25% of job postings at Architect AI, followed by PyTorch (17%), CUDA (8%), Transformers (8%).

UVM 3 25% required in 100% · 3 open now · since Jul 2026
PyTorch 2 17% required in 100% · 2 open now · since Feb 2026
CUDA 1 8% required in 100% · 1 open now · since Feb 2026
Transformers 1 8% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Architect AI use?

Anthropic is named in 17% of job postings at Architect AI, followed by Cerebras (17%), AWS (8%), Azure (8%).

Anthropic 2 17% required in 100% · 2 open now · since Feb 2026
Cerebras 2 17% required in 100% · 2 open now · since Jul 2026
AWS 1 8% required in 100% · 1 open now · since May 2026
Azure 1 8% required in 100% · 1 open now · since May 2026
CUDA Toolkit 1 8% required in 100% · 1 open now · since Feb 2026
GCP 1 8% required in 100% · 1 open now · since May 2026
GitHub Actions 1 8% required in 100% · 1 open now · since May 2026
Hugging Face 1 8% required in 100% · 1 open now · since Feb 2026
Show all (11)
Kubernetes1
Linux1
OpenAI1

What developer tools does Architect AI use?

Vitis is named in 50% of job postings at Architect AI, followed by Xilinx Vivado (50%), Formal Verification (25%), Groq (17%).

Vitis 6 50% required in 100% · 5 open now · since Apr 2026
Xilinx Vivado 6 50% required in 100% · 5 open now · since Apr 2026
Formal Verification 3 25% required in 100% · 3 open now · since Jul 2026
Groq 2 17% required in 100% · 2 open now · since Jul 2026
Cadence Innovus 1 8% required in 100% · 1 open now · since Sep 2026
Docker 1 8% required in 100% · 1 open now · since May 2026
Git 1 8% required in 100% · 1 open now · since May 2026
Jenkins 1 8% required in 100% · 1 open now · since May 2026
Show all (11)
Synopsys Fusion Compiler1
Synopsys VC Formal1
TPU1

What AI and ML technologies does Architect AI use?

LLM is named in 17% of job postings at Architect AI, followed by QLoRA (8%), LoRA (8%), PEFT (8%).

LLM 2 17% required in 100% · 2 open now · since Feb 2026
QLoRA 1 8% required in 100% · 1 open now · since Feb 2026
LoRA 1 8% optional · 1 open now · since Feb 2026
PEFT 1 8% optional · 1 open now · since Feb 2026

Which engineering practices does Architect AI ask for?

Physical AI is named in 100% of job postings at Architect AI, followed by Edge AI (25%), Post-training (25%), Fine-tuning (17%).

Physical AI 12 100% required in 100% · 11 open now · since Feb 2026
Edge AI 3 25% required in 100% · 3 open now · since Feb 2026
Post-training 3 25% required in 100% · 3 open now · since Feb 2026
Fine-tuning 2 17% required in 100% · 2 open now · since Feb 2026
Function Calling 2 17% required in 100% · 2 open now · since Feb 2026
Machine Learning 2 17% required in 100% · 2 open now · since Feb 2026
Reinforcement Learning 2 17% required in 100% · 2 open now · since Feb 2026
Tool Use 2 17% required in 100% · 2 open now · since Feb 2026
Show all (18)
AI Agents1
CI/CD1
DPO1
GRPO1
HPC1
LLM Evaluation1
NLP1
PPO1
Reward Modeling1
VLAN1

What does each Architect AI team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

9 postings
Python8
SystemVerilog4
C++3
Formal Verification3
UVM3
Vitis3

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How is the Architect 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.

First appeared
Formal VerificationJul 2026
UVMJul 2026
CerebrasJul 2026
GroqJul 2026
C++May 2026
Not named for 6 months
AnthropicFeb 2026
Fine-tuningFeb 2026
Machine LearningFeb 2026
PyTorchFeb 2026
Reinforcement LearningFeb 2026

How modern is the Architect AI stack?

Cutting-edge AI adopter 85/100

Architect AI scores 85 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: 4; legacy ones: 0.

Questions about the Architect AI tech stack

What programming languages does Architect AI use?

The languages named in Architect AI job postings are Python (92%), SystemVerilog (58%), C++ (25%), TypeScript (17%), Verilog (8%), as a share of the 12 postings of the last 12 months.

Does Architect AI use UVM?

Yes. UVM is named in 3 of 12 job postings (25%) and required in 3 of them.

What cloud and platforms does Architect AI use?

The cloud and platforms named in Architect AI job postings are Anthropic (2), Cerebras (2), AWS (1) (postings in brackets).

What skills do you need for a AI/ML job at Architect AI?

AI/ML postings at Architect AI most often require Python (8), SystemVerilog (4), C++ (3), Formal Verification (3), out of 9 postings in the last 12 months.

Is the Architect AI tech stack changing?

Yes. Formal Verification, UVM, Cerebras, Groq first appeared in Architect AI job postings in the last six months.

How modern is the Architect AI tech stack?

Architect AI scores 85 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: 4; legacy ones: 0.

How does Alion know the Architect AI tech stack?

Alion reads every job posting Architect AI publishes and tags the technologies each one names. The figures on this page count the 12 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, "Architect AI tech stack: 53 technologies from 12 job postings", as of Sep 26, 2026. https://alion.io/company/architect/technologies

Licence: CC BY-SA 4.0JSON