Plain Concepts tech stack

Plain Concepts builds mostly with Python, C#, TypeScript, Go. Its stack also includes Azure, AWS, TensorFlow, PyTorch. Azure is named in 14 of the 20 job postings Plain Concepts published in the last 12 months (70%). Counted by Alion from the job postings of Plain Concepts, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
92
Postings analysed
20
Open now
12
Modernity
88 /100
New in 6 months
7

What programming languages does Plain Concepts use?

Python is named in 40% of job postings at Plain Concepts, followed by C# (25%), TypeScript (20%), Go (15%).

Python 8 40% required in 88% · 7 open now · since May 2025
C# 5 25% required in 60% · 3 open now · since Oct 2024
TypeScript 4 20% required in 100% · 2 open now · since Oct 2024
Go 3 15% required in 100% · 1 open now · since May 2026
SQL 3 15% required in 100% · 2 open now · since May 2025
PowerShell 3 15% required in 67% · 3 open now · since Apr 2026
JavaScript 2 10% required in 100% · 1 open now · since Oct 2024
C++ 1 5% required in 100% · 1 open now · since Sep 2026
Show all (10)
Kotlin1
Swift1

What frameworks and libraries does Plain Concepts use?

TensorFlow is named in 15% of job postings at Plain Concepts, followed by PyTorch (10%), React.js (10%), Unity (10%).

TensorFlow 3 15% required in 33% · 2 open now · since Mar 2026
PyTorch 2 10% required in 100% · 2 open now · since Mar 2026
React.js 2 10% required in 100% · 1 open now · since Oct 2024
Unity 2 10% required in 50% · 2 open now · since May 2026
LiteRT 2 10% optional · 2 open now · since Mar 2026
Angular 1 5% required in 100% · since Oct 2024
Gymnasium 1 5% required in 100% · 1 open now · since Sep 2026
Isaac Lab 1 5% required in 100% · 1 open now · since Sep 2026
Show all (21)
MuJoCo1
Open3D1
OpenCV1
PyTorch C++1
ROS1
SwiftUI1
UIKit1
Unreal Engine1
Vue.js1
Material UI1
OpenLayers1
Tailwind CSS1
Three.JS1

What cloud and platforms does Plain Concepts use?

Azure is named in 70% of job postings at Plain Concepts, followed by AWS (30%), GitHub (20%), .NET (15%).

Azure 14 70% required in 71% · 8 open now · since Oct 2024
AWS 6 30% required in 50% · 4 open now · since May 2025
GitHub 4 20% required in 50% · 2 open now · since Apr 2026
.NET 3 15% required in 67% · 1 open now · since Oct 2024
GCP 3 15% required in 33% · 2 open now · since Apr 2026
Azure DevOps 2 10% required in 100% · 1 open now · since Apr 2026
Microsoft Sentinel 2 10% required in 100% · 1 open now · since Jul 2026
SIEM 2 10% required in 100% · 1 open now · since Jul 2026
Show all (20)
Apache Kafka1
Burp Suite1
FreeRTOS1
IBM QRadar1
Linux1
Microsoft Defender1
OpenAI1
Splunk1
Copilot Studio1
GitHub Actions1
Grafana1
Kubernetes1

What developer tools does Plain Concepts use?

Copilot is named in 35% of job postings at Plain Concepts, followed by gRPC (20%), Cursor (10%), Docker (5%).

Copilot 7 35% required in 71% · 4 open now · since Mar 2026
gRPC 4 20% required in 25% · 2 open now · since Mar 2026
Cursor 2 10% required in 100% · 1 open now · since May 2026
Docker 1 5% required in 100% · since May 2026
Gazebo 1 5% required in 100% · 1 open now · since Sep 2026
Git 1 5% required in 100% · 1 open now · since Sep 2026
Isaac Sim 1 5% required in 100% · 1 open now · since Sep 2026
Nmap 1 5% required in 100% · 1 open now · since Sep 2026
Show all (12)
OpenAI Codex1
Rest API1
Terraform1
Prometheus1

What AI and ML technologies does Plain Concepts use?

LLM is named in 25% of job postings at Plain Concepts, followed by Claude (10%), ChatGPT (5%), Gaussian Splatting (5%).

LLM 5 25% required in 60% · 3 open now · since Apr 2026
Claude 2 10% required in 100% · 1 open now · since May 2026
ChatGPT 1 5% required in 100% · since May 2026
Gaussian Splatting 1 5% required in 100% · 1 open now · since May 2026

Which engineering practices does Plain Concepts ask for?

AI Agents is named in 45% of job postings at Plain Concepts, followed by CI/CD (45%), Computer Vision (25%), Machine Learning (25%).

AI Agents 9 45% required in 67% · 6 open now · since Mar 2026
CI/CD 9 45% required in 67% · 4 open now · since Oct 2024
Computer Vision 5 25% required in 100% · 4 open now · since Mar 2026
Machine Learning 5 25% required in 100% · 4 open now · since Mar 2026
NLP 3 15% required in 100% · 2 open now · since Mar 2026
Platform Engineering 3 15% required in 100% · 2 open now · since Apr 2026
Recommender Systems 3 15% optional · 2 open now · since Mar 2026
Clean Architecture 2 10% required in 100% · since May 2026
Show all (25)
Digital Twin1
Edge AI1
Embodied AI1
Human-in-the-Loop1
IAM1
MVVM1
Motion Planning1
Multimodal AI1
NeRF1
Physical AI1
RAG1
Reinforcement Learning1
Reinforcement Learning1
SLAM1
Sensor Fusion1
Sim-to-Real1
VIPER1

What does each Plain Concepts team work with?

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

AI/ML

5 postings
Python5
Azure3
Copilot3
SQL3

Backend

4 postings
AWS3
Azure3
Go3
TypeScript3
Claude2
Cursor2

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How is the Plain Concepts 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.

First appeared
Microsoft SentinelJul 2026
SIEMJul 2026
UnityMay 2026
GoMay 2026
ClaudeMay 2026
Clean ArchitectureMay 2026
CursorMay 2026

How modern is the Plain Concepts stack?

Cutting-edge AI adopter 88/100

Plain Concepts scores 88 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: 4; legacy ones: 0.

How common is the Plain Concepts stack in its industry?

Share of the 1,870 companies in the same industries, whose stack Alion knows, that use each technology.

Azure50%
Python59%
AWS50%
C#33%
LLM34%
GitHub28%
TypeScript47%
.NET23%
GCP37%
Go17%

Questions about the Plain Concepts tech stack

What programming languages does Plain Concepts use?

The languages named in Plain Concepts job postings are Python (40%), C# (25%), TypeScript (20%), Go (15%), SQL (15%), as a share of the 20 postings of the last 12 months.

Does Plain Concepts use TensorFlow?

Yes. TensorFlow is named in 3 of 20 job postings (15%) and required in 1 of them.

What cloud and platforms does Plain Concepts use?

The cloud and platforms named in Plain Concepts job postings are Azure (14), AWS (6), GitHub (4) (postings in brackets).

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

AI/ML postings at Plain Concepts most often require Python (5), Azure (3), Copilot (3), SQL (3), out of 5 postings in the last 12 months.

Is the Plain Concepts tech stack changing?

Yes. Microsoft Sentinel, SIEM, Unity, Go first appeared in Plain Concepts job postings in the last six months.

How modern is the Plain Concepts tech stack?

Plain Concepts scores 88 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: 4; legacy ones: 0.

How does Alion know the Plain Concepts tech stack?

Alion reads every job posting Plain Concepts 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 Sep 29, 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, "Plain Concepts tech stack: 92 technologies from 20 job postings", as of Sep 29, 2026. https://alion.io/company/plain-concepts/technologies

Licence: CC BY-SA 4.0JSON