Normal Computing tech stack
Normal Computing builds mostly with Python, SystemVerilog, C++, Perl. Its stack also includes PyTorch, UVM, Kubernetes, PostgreSQL. Python is named in 15 of the 19 job postings Normal Computing published in the last 12 months (79%). Counted by Alion from the job postings of Normal Computing, updated Sep 26, 2026.
What programming languages does Normal Computing use?
Python is named in 79% of job postings at Normal Computing, followed by SystemVerilog (32%), C++ (16%), Perl (11%).
Python
15 79%
SystemVerilog
6 32%
C++
3 16%
Perl
2 11%
Node JS
1 5%
Rust
1 5%
TypeScript
1 5%
VHDL
1 5%
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What frameworks and libraries does Normal Computing use?
PyTorch is named in 26% of job postings at Normal Computing, followed by UVM (21%), Transformers (16%), JAX (11%).
PyTorch
5 26%
UVM
4 21%
Transformers
3 16%
JAX
2 11%
LangChain
2 11%
LangGraph
2 11%
Ray
2 11%
RLlib
2 11%
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What databases does Normal Computing use?
PostgreSQL is named in 11% of job postings at Normal Computing, followed by Redis (11%).
PostgreSQL
2 11%
Redis
2 11%
What cloud and platforms does Normal Computing use?
Kubernetes is named in 11% of job postings at Normal Computing, followed by Hugging Face (5%), Synopsys HAPS (5%), Windows (5%).
Kubernetes
2 11%
Synopsys HAPS
1 5%
AWS
1 5%
Azure
1 5%
GCP
1 5%
GitLab
1 5%
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What developer tools does Normal Computing use?
Cadence Allegro is named in 5% of job postings at Normal Computing, followed by Cadence Pegasus (5%), Cadence Xcelium (5%), Cadence vManager (5%).
Cadence Allegro
1 5%
Cadence Pegasus
1 5%
Cadence Xcelium
1 5%
Cadence vManager
1 5%
Mentor Xpedition
1 5%
OrCAD
1 5%
Synopsys PrimeTime
1 5%
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What AI and ML technologies does Normal Computing use?
LLM is named in 37% of job postings at Normal Computing.
LLM
7 37%
Which engineering practices does Normal Computing ask for?
AI Agents is named in 47% of job postings at Normal Computing, followed by Reinforcement Learning (32%), Tool Use (21%), Fine-tuning (16%).
AI Agents
9 47%
Reinforcement Learning
6 32%
Fine-tuning
3 16%
Function Calling
3 16%
Prompt Engineering
3 16%
Synthetic Data
3 16%
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What does each Normal Computing team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Hardware
6 postingsAI/ML
6 postingsBackend
4 postingsHow does your stack fit Normal Computing?
How modern is the Normal Computing stack?
Normal Computing 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: 1; legacy ones: 0.
How common is the Normal Computing stack in its industry?
Share of the 2,088 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Normal Computing apart
Companies with a stack like Normal Computing
Questions about the Normal Computing tech stack
What programming languages does Normal Computing use?
The languages named in Normal Computing job postings are Python (79%), SystemVerilog (32%), C++ (16%), Perl (11%), Node JS (5%), as a share of the 19 postings of the last 12 months.
Does Normal Computing use PyTorch?
Yes. PyTorch is named in 5 of 19 job postings (26%) and required in 5 of them.
What cloud and platforms does Normal Computing use?
The cloud and platforms named in Normal Computing job postings are Kubernetes (2), Hugging Face (1), Synopsys HAPS (1) (postings in brackets).
What skills do you need for a Hardware job at Normal Computing?
Hardware postings at Normal Computing most often require SystemVerilog (4), Python (3), C++ (2), LLM (2), out of 6 postings in the last 12 months.
Is the Normal Computing tech stack changing?
No new technology has appeared in Normal Computing job postings in the last six months.
How modern is the Normal Computing tech stack?
Normal Computing 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: 1; legacy ones: 0.
How does Alion know the Normal Computing tech stack?
Alion reads every job posting Normal Computing publishes and tags the technologies each one names. The figures on this page count the 19 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, "Normal Computing tech stack: 69 technologies from 19 job postings", as of Sep 26, 2026. https://alion.io/company/normalcomputing/technologies