Sonia tech stack
Sonia builds mostly with Python. Its stack also includes Kubernetes, MLFlow, PyTorch, TensorFlow. Python is named in 3 of the 3 job postings Sonia published in the last 12 months (100%). Counted by Alion from the job postings of Sonia, updated Oct 18, 2026.
What programming languages does Sonia use?
Python is named in 100% of job postings at Sonia.
Python
3 100%
What frameworks and libraries does Sonia use?
PyTorch is named in 33% of job postings at Sonia, followed by TensorFlow (33%).
PyTorch
1 33%
TensorFlow
1 33%
What cloud and platforms does Sonia use?
Kubernetes is named in 33% of job postings at Sonia, followed by MLFlow (33%), Weights & Biases (33%).
What developer tools does Sonia use?
DVC is named in 33% of job postings at Sonia, followed by Docker (33%).
What AI and ML technologies does Sonia use?
Whisper is named in 33% of job postings at Sonia.
Whisper
1 33%
Which engineering practices does Sonia ask for?
Machine Learning is named in 100% of job postings at Sonia, followed by Speech Recognition (100%), Edge AI (33%).
How does your stack fit Sonia?
How is the Sonia 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 Sonia stack?
Sonia scores 79 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: 1; legacy ones: 0.
How common is the Sonia stack in its industry?
Share of the 529 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Sonia
Questions about the Sonia tech stack
What programming languages does Sonia use?
The languages named in Sonia job postings are Python (100%), as a share of the 3 postings of the last 12 months.
What cloud and platforms does Sonia use?
The cloud and platforms named in Sonia job postings are Kubernetes (1), MLFlow (1), Weights & Biases (1) (postings in brackets).
Is the Sonia tech stack changing?
No new technology has appeared in Sonia job postings in the last six months.
How modern is the Sonia tech stack?
Sonia scores 79 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: 1; legacy ones: 0.
How does Alion know the Sonia tech stack?
Alion reads every job posting Sonia publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 18, 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, "Sonia tech stack: 12 technologies from 3 job postings", as of Oct 18, 2026. https://alion.io/company/sonia-3/technologies