Avra tech stack
Avra builds mostly with Python, SQL, C++, Rust. Its stack also includes AWS, OpenAI, Ray, PyTorch. AWS is named in 5 of the 10 job postings Avra published in the last 12 months (50%). Counted by Alion from the job postings of Avra, updated Oct 17, 2026.
What programming languages does Avra use?
Python is named in 30% of job postings at Avra, followed by SQL (10%), C++ (10%), Rust (10%).
What frameworks and libraries does Avra use?
Ray is named in 30% of job postings at Avra, followed by PyTorch (20%), CUDA (20%), OpenTelemetry (10%).
Ray
3 30%
PyTorch
2 20%
OpenTelemetry
1 10%
PyTorch C++
1 10%
Ray Serve
1 10%
What cloud and platforms does Avra use?
AWS is named in 50% of job postings at Avra, followed by OpenAI (30%), Kubernetes (20%), CUDA Toolkit (20%).
AWS
5 50%
Kubernetes
2 20%
CUDA Toolkit
2 20%
Amazon EKS
2 20%
GCP
2 20%
Google GKE
2 20%
What developer tools does Avra use?
Helm is named in 10% of job postings at Avra, followed by Terraform (10%), SkyPilot (10%).
What AI and ML technologies does Avra use?
Claude is named in 20% of job postings at Avra, followed by LLM (10%).
Which engineering practices does Avra ask for?
Fine-tuning is named in 20% of job postings at Avra, followed by In-Context Learning (20%), Post-training (20%), A/B Testing (10%).
Fine-tuning
2 20%
In-Context Learning
2 20%
AI Agents
1 10%
Incident Management
1 10%
Time Series Forecasting
1 10%
What does each Avra team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
4 postingsHow does your stack fit Avra?
How is the Avra 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 Avra stack?
Avra scores 77 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: 2; legacy ones: 0.
How common is the Avra stack in its industry?
Share of the 99 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Avra
Questions about the Avra tech stack
What programming languages does Avra use?
The languages named in Avra job postings are Python (30%), SQL (10%), C++ (10%), Rust (10%), as a share of the 10 postings of the last 12 months.
Does Avra use Ray?
Yes. Ray is named in 3 of 10 job postings (30%) and required in 2 of them.
What cloud and platforms does Avra use?
The cloud and platforms named in Avra job postings are AWS (5), OpenAI (3), Kubernetes (2) (postings in brackets).
What skills do you need for a AI/ML job at Avra?
AI/ML postings at Avra most often require Kubernetes (2), PyTorch (2), Python (2), Ray (2), out of 4 postings in the last 12 months.
Is the Avra tech stack changing?
Yes. Ray, Kubernetes, Amazon EKS, GCP first appeared in Avra job postings in the last six months.
How modern is the Avra tech stack?
Avra scores 77 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: 2; legacy ones: 0.
How does Alion know the Avra tech stack?
Alion reads every job posting Avra publishes and tags the technologies each one names. The figures on this page count the 10 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, "Avra tech stack: 32 technologies from 10 job postings", as of Oct 17, 2026. https://alion.io/company/avra/technologies