Ribbon Communications tech stack
Ribbon Communications builds mostly with Python, C++, SQL. Its stack also includes Kubernetes, AWS, NumPy, Pandas. Python is named in 2 of the 4 job postings Ribbon Communications published in the last 12 months (50%). Counted by Alion from the job postings of Ribbon Communications, updated Nov 13, 2026.
What programming languages does Ribbon Communications use?
Python is named in 50% of job postings at Ribbon Communications, followed by C++ (25%), SQL (25%).
What frameworks and libraries does Ribbon Communications use?
NumPy is named in 25% of job postings at Ribbon Communications, followed by Pandas (25%), PyTorch (25%), Scikit-learn (25%).
NumPy
1 25%
Pandas
1 25%
PyTorch
1 25%
Scikit-learn
1 25%
TensorFlow
1 25%
TensorFlow C++
1 25%
Transformers
1 25%
Kaldi
1 25%
What cloud and platforms does Ribbon Communications use?
Kubernetes is named in 50% of job postings at Ribbon Communications, followed by AWS (25%), Azure (25%), Hugging Face (25%).
What developer tools does Ribbon Communications use?
Jupyter Notebook is named in 25% of job postings at Ribbon Communications, followed by Docker (25%), Microsoft Excel (25%).
Which engineering practices does Ribbon Communications ask for?
AI Agents is named in 25% of job postings at Ribbon Communications, followed by AIOps (25%), Anomaly Detection (25%), BGP (25%).
AI Agents
1 25%
AIOps
1 25%
Anomaly Detection
1 25%
Embeddings
1 25%
Show all (13)
How does your stack fit Ribbon Communications?
How modern is the Ribbon Communications stack?
Ribbon Communications 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: 0; legacy ones: 0.
How common is the Ribbon Communications stack in its industry?
Share of the 169 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Ribbon Communications
D-Wave
26 shared technologies
Ciena Corporation
26 shared technologies
Accenture Greece
27 shared technologies
RingCentral
27 shared technologies
FuGenTex Solutions
27 shared technologies
SambaNova Systems
25 shared technologies
Iberdrola
26 shared technologies
Millennium Management
28 shared technologies
Questions about the Ribbon Communications tech stack
What programming languages does Ribbon Communications use?
The languages named in Ribbon Communications job postings are Python (50%), C++ (25%), SQL (25%), as a share of the 4 postings of the last 12 months.
What cloud and platforms does Ribbon Communications use?
The cloud and platforms named in Ribbon Communications job postings are Kubernetes (2), AWS (1), Azure (1) (postings in brackets).
Is the Ribbon Communications tech stack changing?
No new technology has appeared in Ribbon Communications job postings in the last six months.
How modern is the Ribbon Communications tech stack?
Ribbon Communications 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: 0; legacy ones: 0.
How does Alion know the Ribbon Communications tech stack?
Alion reads every job posting Ribbon Communications publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Nov 13, 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, "Ribbon Communications tech stack: 32 technologies from 4 job postings", as of Nov 13, 2026. https://alion.io/company/ribboncommunications-com/technologies