vivo tech stack
vivo builds mostly with Python, C++, MATLAB, 1C. Its stack also includes PyTorch, PyTorch C++, Kubernetes. Python is named in 10 of the 20 job postings vivo published in the last 12 months (50%). Counted by Alion from the job postings of vivo, updated Oct 17, 2026.
What programming languages does vivo use?
Python is named in 50% of job postings at vivo, followed by C++ (40%), MATLAB (25%), 1C (5%).
1C 
What frameworks and libraries does vivo use?
PyTorch is named in 30% of job postings at vivo, followed by PyTorch C++ (15%), Transformers (15%), TensorFlow (10%).
PyTorch
6 30%
PyTorch C++
3 15%
Transformers
3 15%
TensorFlow
2 10%
DeepSpeed
1 5%
JAX
1 5%
Show all (15)
What cloud and platforms does vivo use?
Kubernetes is named in 5% of job postings at vivo.
Kubernetes
1 5%
What developer tools does vivo use?
Docker is named in 5% of job postings at vivo, followed by Model Context Protocol (5%), ONNX (5%), Simulink (5%).
What AI and ML technologies does vivo use?
LLM is named in 15% of job postings at vivo, followed by CLIP (5%), Claude (5%), ControlNet (5%).
Which engineering practices does vivo ask for?
Visual-Inertial Odometry is named in 15% of job postings at vivo, followed by NLP (10%), Prompt Engineering (10%), RAG (10%).
NLP
2 10%
Prompt Engineering
2 10%
RAG
2 10%
Show all (15)
What does each vivo team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
12 postingsIndustrial Engineering
4 postingsHow does your stack fit vivo?
How is the vivo 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 vivo stack?
vivo scores 81 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: 6; legacy ones: 0.
How common is the vivo stack in its industry?
Share of the 176 companies in the same industries, whose stack Alion knows, that use each technology.
Questions about the vivo tech stack
What programming languages does vivo use?
The languages named in vivo job postings are Python (50%), C++ (40%), MATLAB (25%), 1C (5%), Java (5%), as a share of the 20 postings of the last 12 months.
Does vivo use PyTorch?
Yes. PyTorch is named in 6 of 20 job postings (30%) and required in 6 of them.
What cloud and platforms does vivo use?
The cloud and platforms named in vivo job postings are Kubernetes (1) (postings in brackets).
What skills do you need for a AI/ML job at vivo?
AI/ML postings at vivo most often require Python (6), C++ (4), PyTorch (4), LLM (2), out of 12 postings in the last 12 months.
Is the vivo tech stack changing?
Yes. Transformers, NLP, TensorFlow, MATLAB first appeared in vivo job postings in the last six months.
How modern is the vivo tech stack?
vivo scores 81 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: 6; legacy ones: 0.
How does Alion know the vivo tech stack?
Alion reads every job posting vivo publishes and tags the technologies each one names. The figures on this page count the 20 postings of the last 12 months and were updated on Oct 17, 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, "vivo tech stack: 48 technologies from 20 job postings", as of Oct 17, 2026. https://alion.io/company/vivo/technologies