Cygnify tech stack
Cygnify builds mostly with Python, SQL, JavaScript, C++. Its stack also includes AWS, Azure, PyTorch, Amazon Redshift. Python is named in 10 of the 28 job postings Cygnify published in the last 12 months (36%). Counted by Alion from the job postings of Cygnify, updated Oct 12, 2026.
What programming languages does Cygnify use?
Python is named in 36% of job postings at Cygnify, followed by SQL (29%), JavaScript (18%), C++ (11%).
C++ 
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What frameworks and libraries does Cygnify use?
PyTorch is named in 14% of job postings at Cygnify, followed by JAX (7%), React.js (7%), Matplotlib (4%).
PyTorch
4 14%
JAX
2 7%
React.js
2 7%
Matplotlib
1 4%
MuJoCo
1 4%
NumPy
1 4%
OpenTelemetry
1 4%
Pandas
1 4%
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What databases does Cygnify use?
Amazon Redshift is named in 7% of job postings at Cygnify, followed by MS SQL (7%), Oracle (7%), ElasticSearch (4%).
What cloud and platforms does Cygnify use?
AWS is named in 21% of job postings at Cygnify, followed by Azure (14%), GCP (14%), SIEM (14%).
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What developer tools does Cygnify use?
Rest API is named in 11% of job postings at Cygnify, followed by Docker (11%), gRPC (7%), AutoCAD (4%).
Rest API
3 11%
Docker
3 11%
gRPC
2 7%
AutoCAD
1 4%
Gatling
1 4%
Gazebo
1 4%
Isaac Sim
1 4%
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What AI and ML technologies does Cygnify use?
LLM is named in 14% of job postings at Cygnify.
LLM
4 14%
Which engineering practices does Cygnify ask for?
Machine Learning is named in 21% of job postings at Cygnify, followed by NLP (11%), AI Agents (11%), CI/CD (7%).
NLP
3 11%
AI Agents
3 11%
CI/CD
2 7%
Multimodal AI
2 7%
SLI/SLO/SLA
2 7%
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How does your stack fit Cygnify?
How is the Cygnify 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 Cygnify stack?
Cygnify 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 Cygnify stack in its industry?
Share of the 3,347 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Cygnify
Questions about the Cygnify tech stack
What programming languages does Cygnify use?
The languages named in Cygnify job postings are Python (36%), SQL (29%), JavaScript (18%), C++ (11%), Java (11%), as a share of the 28 postings of the last 12 months.
Does Cygnify use PyTorch?
Yes. PyTorch is named in 4 of 28 job postings (14%) and required in 1 of them.
What cloud and platforms does Cygnify use?
The cloud and platforms named in Cygnify job postings are AWS (6), Azure (4), GCP (4) (postings in brackets).
Is the Cygnify tech stack changing?
Yes. Kotlin, PyTorch, Multimodal AI, Anthropic first appeared in Cygnify job postings in the last six months.
How modern is the Cygnify tech stack?
Cygnify 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 Cygnify tech stack?
Alion reads every job posting Cygnify publishes and tags the technologies each one names. The figures on this page count the 28 postings of the last 12 months and were updated on Oct 12, 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, "Cygnify tech stack: 113 technologies from 28 job postings", as of Oct 12, 2026. https://alion.io/company/cygnify/technologies