EDS
AI Consulting & Integration · Machine Learning

EDS tech stack

EDS builds mostly with Python, C++, C#, 1C. Its stack also includes PostgreSQL, Linux, Windows, Avalonia. Python is named in 40 of the 83 job postings EDS published in the last 12 months (48%). Counted by Alion from the job postings of EDS, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
126
Postings analysed
83
Open now
26
Modernity
81 /100

What programming languages does EDS use?

Python is named in 48% of job postings at EDS, followed by C++ (40%), C# (36%), 1C (7%).

Python 40 48% required in 68% · 12 open now · since Jul 2026
C++ 33 40% required in 97% · 9 open now · since Jul 2026
C# 30 36% required in 93% · 9 open now · since Jul 2026
1C 6 7% required in 100% · 3 open now · since Aug 2026
PowerShell 6 7% required in 83% · 2 open now · since Aug 2026
Bash 5 6% required in 100% · 1 open now · since Aug 2026
TypeScript 4 5% required in 100% · 1 open now · since Sep 2026
JavaScript 4 5% required in 50% · 1 open now · since Sep 2026
Show all (15)
SQL3
SystemVerilog3
VHDL3
Verilog3
MATLAB3
Kotlin2
PHP2

What frameworks and libraries does EDS use?

Avalonia is named in 18% of job postings at EDS, followed by PyTorch (17%), OpenCV (16%), NumPy (13%).

Avalonia 15 18% required in 100% · 4 open now · since Jul 2026
PyTorch 14 17% required in 71% · 4 open now · since Jul 2026
OpenCV 13 16% required in 100% · 4 open now · since Jul 2026
NumPy 11 13% required in 100% · 2 open now · since Aug 2026
Qt 11 13% required in 100% · 3 open now · since Jul 2026
FastAPI 11 13% required in 9% · 3 open now · since Jul 2026
PyTorch Lightning 10 12% required in 100% · 3 open now · since Jul 2026
Ultralytics 10 12% required in 100% · 3 open now · since Jul 2026
Show all (29)
Pytest8
ONNX Runtime8
CUDA8
OpenCL8
Appium7
TensorFlow4
Matplotlib3
Unity3
Unreal Engine3
Cypress2
Deck.gl2
Jetpack Compose2
Mapbox GL JS2
Metasploit2
Pinia2
Playwright2
Rest-Assured2
Selenium2
Tailwind CSS2
Vue.js2
Asyncio1

What databases does EDS use?

PostgreSQL is named in 29% of job postings at EDS, followed by ClickHouse (5%), MS SQL (1%).

PostgreSQL 24 29% required in 58% · 7 open now · since Jul 2026
ClickHouse 4 5% required in 100% · 1 open now · since Aug 2026
MS SQL 1 1% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does EDS use?

Linux is named in 27% of job postings at EDS, followed by Windows (20%), ClearML (17%), GitLab CI (14%).

Linux 22 27% required in 82% · 7 open now · since Jul 2026
Windows 17 20% required in 100% · 5 open now · since Jul 2026
ClearML 14 17% required in 50% · 4 open now · since Jul 2026
GitLab CI 12 14% required in 100% · 4 open now · since Jul 2026
.NET 10 12% required in 100% · 3 open now · since Jul 2026
Kubernetes 9 11% required in 89% · 3 open now · since Jul 2026
Grafana 6 7% required in 100% · 2 open now · since Aug 2026
Amazon S3 4 5% required in 100% · 1 open now · since Aug 2026
Show all (22)
Figma4
MLFlow4
Superset4
Label Studio3
arXiv3
Active Directory2
Android SDK2
GitLab2
Kali Linux2
Postman2
Windows Server1
CentOS Stream1
Debian1
Ubuntu1

What developer tools does EDS use?

Git is named in 36% of job postings at EDS, followed by Docker (27%), ONNX (17%), ComfyUI (12%).

Git 30 36% required in 100% · 8 open now · since Jul 2026
Docker 22 27% required in 100% · 7 open now · since Jul 2026
ONNX 14 17% required in 50% · 4 open now · since Jul 2026
ComfyUI 10 12% optional · 3 open now · since Jul 2026
OpenVINO 10 12% optional · 3 open now · since Jul 2026
TensorRT 10 12% optional · 3 open now · since Jul 2026
Jenkins 9 11% required in 100% · 3 open now · since Jul 2026
WebSockets 9 11% required in 100% · 2 open now · since Jul 2026
Show all (40)
gRPC9
Rest API8
Ansible6
Docker Compose6
Proxmox VE5
Zabbix5
Hyper-V4
VirtualBox4
Adobe After Effects3
Altium Designer3
CVAT3
DaVinci Resolve3
Xilinx Vivado3
Cinema 4D3
Helm3
PetaLinux3
Charles Proxy2
Cosign2
GraphQL2
Harbor2
Nessus2
Nmap2
Sigstore2
Trivy2
Vite2
JMeter2
Kustomize2
Adobe XD1
Sketch1
Terraform1
Apache HTTP Server1
Nginx1

What AI and ML technologies does EDS use?

VLM is named in 12% of job postings at EDS, followed by LLM (7%), YOLO (4%).

VLM 10 12% optional · 3 open now · since Jul 2026
LLM 6 7% required in 100% · 2 open now · since Jul 2026
YOLO 3 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does EDS ask for?

Machine Learning is named in 83% of job postings at EDS, followed by CI/CD (16%), Computer Vision (14%), Gitflow (11%).

Machine Learning 69 83% required in 100% · 22 open now · since Jul 2026
CI/CD 13 16% required in 100% · 5 open now · since Jul 2026
Computer Vision 12 14% required in 100% · 4 open now · since Aug 2026
Gitflow 9 11% required in 100% · 3 open now · since Jul 2026
NLP 6 7% required in 100% · 2 open now · since Jul 2026
RAG 6 7% required in 100% · 2 open now · since Jul 2026
TCP/IP 4 5% required in 100% · 1 open now · since Aug 2026
Sim-to-Real 3 4% optional · 1 open now · since Aug 2026
Show all (13)
Clean Architecture2
DNS2
MVI2
MVVM2
VPN2

What other technologies does EDS use?

Kotlin Coroutines is named in 2% of job postings at EDS.

Kotlin Coroutines 2 2% required in 100% · 1 open now · since Oct 2026

What does each EDS team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

21 postings
Python13
C#10
C++10
Docker10
OpenCV10
PyTorch10

Backend

13 postings
C++12
Git12
PostgreSQL9
.NET8
Avalonia8
C#8

Hardware

10 postings
Linux4
Altium Designer3
SystemVerilog3
VHDL3
Verilog3
Xilinx Vivado3

QA

10 postings
Docker9
Git9
GitLab CI9
Jenkins9
Python9
gRPC9

Design

7 postings
Figma4
Adobe After Effects3
DaVinci Resolve3
Cinema 4D2

Analytics

4 postings
CVAT3
Label Studio3
Matplotlib3
NumPy3
OpenCV3
Python3

See the open roles

How does your stack fit EDS?

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How much does EDS pay by technology?

Median stated pay of the postings that name each technology, against the median of all EDS postings with stated pay: $53k across 39 postings.

TechnologyPostings with payMedianvs company median
Python32$43k−20%
C++25$43k−20%
C#25$43k−20%
PostgreSQL22$43k−20%
Windows15$43k−20%
Avalonia15$43k−20%
ClearML14$55k+4%
PyTorch14$55k+4%
OpenCV13$57k+7%
Linux12$43k−20%

How modern is the EDS stack?

Cutting-edge AI adopter 81/100

EDS 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: 3; legacy ones: 0.

How common is the EDS stack in its industry?

Share of the 2,311 companies in the same industries, whose stack Alion knows, that use each technology.

Python70%
C++21%
C#16%
PostgreSQL32%
Linux28%
Windows14%
Avalonia0%
ClearML0%
PyTorch28%
OpenCV6%

What sets EDS apart

Avalonia0%
ClearML0%
Qt1%
PyTorch Lightning0%
Ultralytics0%
VLM3%
ONNX Runtime2%
OpenCL1%
Appium2%
1C1%

Questions about the EDS tech stack

What programming languages does EDS use?

The languages named in EDS job postings are Python (48%), C++ (40%), C# (36%), 1C (7%), PowerShell (7%), as a share of the 83 postings of the last 12 months.

Does EDS use Avalonia?

Yes. Avalonia is named in 15 of 83 job postings (18%) and required in 15 of them.

What cloud and platforms does EDS use?

The cloud and platforms named in EDS job postings are Linux (22), Windows (17), ClearML (14) (postings in brackets).

What skills do you need for a AI/ML job at EDS?

AI/ML postings at EDS most often require Python (13), C# (10), C++ (10), Docker (10), out of 21 postings in the last 12 months.

Is the EDS tech stack changing?

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

How modern is the EDS tech stack?

EDS 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: 3; legacy ones: 0.

How does Alion know the EDS tech stack?

Alion reads every job posting EDS publishes and tags the technologies each one names. The figures on this page count the 83 postings of the last 12 months and were updated on Nov 12, 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, "EDS tech stack: 126 technologies from 83 job postings", as of Nov 12, 2026. https://alion.io/company/eds/technologies

Licence: CC BY-SA 4.0JSON