CoVar tech stack

CoVar builds mostly with Python, SQL. Its stack also includes NumPy, PyTorch, Linux, MySQL. Python is named in 4 of the 4 job postings CoVar published in the last 12 months (100%). Counted by Alion from the job postings of CoVar, updated Oct 5, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 5, 2026
Technologies in use
25
Postings analysed
4
Open now
4
Modernity
86 /100

What programming languages does CoVar use?

Python is named in 100% of job postings at CoVar, followed by SQL (25%).

Python 4 100% required in 100% · 4 open now · since Sep 2025
SQL 1 25% required in 100% · 1 open now · since Jun 2026

What frameworks and libraries does CoVar use?

NumPy is named in 100% of job postings at CoVar, followed by PyTorch (100%), SciPy (50%), TensorFlow (50%).

NumPy 4 100% required in 100% · 4 open now · since Mar 2026
PyTorch 4 100% required in 100% · 4 open now · since Mar 2026
SciPy 2 50% required in 100% · 2 open now · since Mar 2026
TensorFlow 2 50% required in 100% · 2 open now · since Mar 2026
Detectron2 1 25% required in 100% · 1 open now · since Mar 2026
Scikit-learn 1 25% required in 100% · 1 open now · since Jun 2026

What databases does CoVar use?

MySQL is named in 25% of job postings at CoVar, followed by PostgreSQL (25%), SQLite (25%).

MySQL 1 25% required in 100% · 1 open now · since Jun 2026
PostgreSQL 1 25% required in 100% · 1 open now · since Jun 2026
SQLite 1 25% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does CoVar use?

Linux is named in 25% of job postings at CoVar.

Linux 1 25% optional · 1 open now · since Jun 2026

What developer tools does CoVar use?

Docker is named in 25% of job postings at CoVar, followed by ONNX (25%), TensorRT (25%).

Docker 1 25% required in 100% · 1 open now · since Mar 2026
ONNX 1 25% required in 100% · 1 open now · since Mar 2026
TensorRT 1 25% required in 100% · 1 open now · since Mar 2026

What AI and ML technologies does CoVar use?

YOLO is named in 75% of job postings at CoVar, followed by LLM (25%), ResNet (25%).

YOLO 3 75% required in 100% · 3 open now · since Mar 2026
LLM 1 25% required in 100% · 1 open now · since Jun 2026
ResNet 1 25% required in 100% · 1 open now · since Sep 2026

Which engineering practices does CoVar ask for?

Machine Learning is named in 100% of job postings at CoVar, followed by Computer Vision (75%), CI/CD (50%), Image Segmentation (25%).

Machine Learning 4 100% required in 100% · 4 open now · since Sep 2025
Computer Vision 3 75% required in 100% · 3 open now · since Sep 2025
CI/CD 2 50% required in 50% · 2 open now · since Mar 2026
Image Segmentation 1 25% required in 100% · 1 open now · since Sep 2026
Prompt Engineering 1 25% required in 100% · 1 open now · since Jun 2026
Sensor Fusion 1 25% required in 100% · 1 open now · since Mar 2026
Synthetic Data 1 25% required in 100% · 1 open now · since Mar 2026

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How is the CoVar 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.

Not named for 6 months
TensorFlowApr 2026
CI/CDApr 2026

How modern is the CoVar stack?

Cutting-edge AI adopter 86/100

CoVar scores 86 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: 3; legacy ones: 0.

How common is the CoVar stack in its industry?

Share of the 3,043 companies in the same industries, whose stack Alion knows, that use each technology.

NumPy6%
PyTorch18%
Python61%
YOLO1%
SciPy2%
TensorFlow13%
Detectron20%
LLM37%
Linux25%
MySQL14%

What sets CoVar apart

YOLO1%

Questions about the CoVar tech stack

What programming languages does CoVar use?

The languages named in CoVar job postings are Python (100%), SQL (25%), as a share of the 4 postings of the last 12 months.

Does CoVar use NumPy?

Yes. NumPy is named in 4 of 4 job postings (100%) and required in 4 of them.

What cloud and platforms does CoVar use?

The cloud and platforms named in CoVar job postings are Linux (1) (postings in brackets).

Is the CoVar tech stack changing?

No new technology has appeared in CoVar job postings in the last six months.

How modern is the CoVar tech stack?

CoVar scores 86 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: 3; legacy ones: 0.

How does Alion know the CoVar tech stack?

Alion reads every job posting CoVar 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 Oct 5, 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, "CoVar tech stack: 25 technologies from 4 job postings", as of Oct 5, 2026. https://alion.io/company/covar/technologies

Licence: CC BY-SA 4.0JSON