Magna tech stack

Magna builds mostly with Python, C++, SQL, JavaScript. Its stack also includes Power BI, Unity, Azure, MS SQL. Python is named in 70 of the 362 job postings Magna published in the last 12 months (19%). Counted by Alion from the job postings of Magna, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
220
Postings analysed
362
Open now
313
Modernity
81 /100
New in 6 months
8

What programming languages does Magna use?

Python is named in 19% of job postings at Magna, followed by C++ (12%), SQL (11%), JavaScript (6%).

Python 70 19% required in 80% · 61 open now · since May 2025
C++ 42 12% required in 79% · 38 open now · since Jan 2026
SQL 40 11% required in 93% · 33 open now · since Feb 2026
JavaScript 20 6% required in 70% · 17 open now · since Feb 2026
C# 19 5% required in 79% · 15 open now · since Feb 2026
ABAP 17 5% required in 94% · 17 open now · since Jan 2026
MATLAB 15 4% required in 87% · 15 open now · since Jun 2026
TypeScript 9 2% required in 78% · 9 open now · since Feb 2026
Show all (23)
Embedded C8
C8
PowerShell7
Java4
Bash4
Node JS4
Visual Basic4
Go2
Assembly2
Kotlin1
PHP1
Perl1
Ruby1
Scala1
Structured Text1

What frameworks and libraries does Magna use?

Unity is named in 11% of job postings at Magna, followed by TensorFlow (3%), PyTorch (3%), React.js (3%).

Unity 41 11% required in 78% · 31 open now · since Jun 2025
TensorFlow 11 3% required in 64% · 9 open now · since Apr 2026
PyTorch 10 3% required in 70% · 8 open now · since Apr 2026
React.js 10 3% required in 60% · 10 open now · since Feb 2026
Scikit-learn 6 2% required in 83% · 5 open now · since May 2026
ROS2 5 1% required in 60% · 5 open now · since Mar 2026
Angular 4 1% required in 75% · 4 open now · since Feb 2026
Next.js 4 1% required in 50% · 4 open now · since Feb 2026
Show all (41)
NumPy3
Web Dynpro ABAP3
Keras3
LangChain3
LangGraph3
CUDA2
OpenCV2
OpenGL2
ROS2
Signal Processing Toolbox2
Supervision2
Transformers2
PyTorch C++2
TensorFlow C++2
CrewAI2
ASP.NET Core1
Django1
FastAPI1
Hadoop1
LlamaIndex1
Mirror1
Pandas1
Playwright1
Ruby on Rails1
Selenium1
Vue.js1
AG Grid1
JAX1
Jotai1
Material UI1
Recoil1
SolidJS1

And 1 more, each named in fewer postings.

What databases does Magna use?

MS SQL is named in 3% of job postings at Magna, followed by MySQL (2%), PostgreSQL (2%), Oracle (1%).

MS SQL 11 3% required in 100% · 10 open now · since Feb 2026
MySQL 9 2% required in 89% · 7 open now · since Feb 2026
PostgreSQL 8 2% required in 88% · 7 open now · since Apr 2026
Oracle 3 1% required in 67% · 1 open now · since Feb 2026
Azure SQL Database 2 1% required in 100% · 2 open now · since Jul 2026
SAP BW 2 1% required in 100% · 1 open now · since Jul 2026
Delta Lake 1 <1% required in 100% · 1 open now · since Jul 2026
ElasticSearch 1 <1% required in 100% · 1 open now · since Mar 2026
Show all (10)
Qdrant1
Snowflake1

What cloud and platforms does Magna use?

Power BI is named in 16% of job postings at Magna, followed by Azure (9%), Windows (9%), AWS (7%).

Power BI 59 16% required in 85% · 47 open now · since Feb 2026
Azure 34 9% required in 94% · 30 open now · since Nov 2025
Windows 32 9% required in 97% · 28 open now · since Dec 2025
AWS 24 7% required in 71% · 22 open now · since Nov 2025
Linux 19 5% required in 74% · 16 open now · since Nov 2025
Databricks 17 5% required in 65% · 15 open now · since May 2026
GitHub 17 5% required in 65% · 16 open now · since Mar 2026
Active Directory 11 3% required in 91% · 10 open now · since Mar 2026
Show all (50)
Azure DevOps9
VMWare9
Grafana8
Spark7
Kubernetes6
GCP6
.NET5
GitLab5
Apache Kafka4
Windows Server4
Microsoft Fabric4
SAP Fiori4
Tableau4
GitLab CI3
RTOS3
SAP BusinessObjects3
Ubuntu3
Amazon EC22
Amazon ECS2
Amazon S32
CUDA Toolkit2
Figma2
GitHub Actions2
MLFlow2
Microsoft Entra ID2
AWS Lambda1
Amazon EKS1
Cloudflare1
Copilot Studio1
DLP1
Debian1
Kibana1

And 10 more, each named in fewer postings.

What developer tools does Magna use?

AutoCAD is named in 15% of job postings at Magna, followed by Microsoft Excel (13%), SolidWorks (7%), Git (4%).

AutoCAD 53 15% required in 85% · 44 open now · since Mar 2026
Microsoft Excel 46 13% required in 83% · 40 open now · since Mar 2026
SolidWorks 26 7% required in 85% · 22 open now · since Mar 2026
Git 16 4% required in 75% · 13 open now · since Nov 2025
Docker 10 3% required in 90% · 8 open now · since Nov 2025
MQTT 10 3% required in 90% · 8 open now · since Apr 2026
OPC UA 9 2% required in 89% · 5 open now · since Apr 2026
Copilot 6 2% required in 67% · 6 open now · since Aug 2026
Show all (44)
Hyper-V5
Rest API5
Terraform4
GraphQL3
Jenkins3
Simulink3
pySpark3
Adobe XD2
Model Context Protocol2
Node-RED2
Prometheus2
Talend2
Wireshark2
Azure Data Factory2
CMake2
HashiCorp Vault2
Helm2
AWS CDK1
Altium Designer1
Ansible1
ArgoCD1
Bicep1
CAPA1
Canva1
Chef1
Gerrit1
HyperLynx1
Logstash1
ONNX1
PM21
Puppet1
TPU1

And 4 more, each named in fewer postings.

What AI and ML technologies does Magna use?

ControlNet is named in 2% of job postings at Magna, followed by Stable Diffusion (2%), LLM (1%), DALL-E (<1%).

ControlNet 6 2% required in 100% · 4 open now · since Jan 2026
Stable Diffusion 6 2% optional · 4 open now · since Jan 2026
LLM 3 1% required in 100% · 3 open now · since Aug 2026
DALL-E 1 <1% required in 100% · 1 open now · since Sep 2026
LoRA 1 <1% required in 100% · 1 open now · since Sep 2026
PEFT 1 <1% optional · 1 open now · since Sep 2026

Which engineering practices does Magna ask for?

CI/CD is named in 9% of job postings at Magna, followed by Machine Learning (6%), Computer Vision (2%), SLI/SLO/SLA (2%).

CI/CD 33 9% required in 73% · 28 open now · since Nov 2025
Machine Learning 22 6% required in 91% · 20 open now · since Mar 2026
Computer Vision 9 2% required in 100% · 8 open now · since May 2026
SLI/SLO/SLA 9 2% required in 100% · 8 open now · since Jun 2026
ETL/ELT 9 2% required in 89% · 9 open now · since Feb 2026
TCP/IP 8 2% required in 100% · 6 open now · since Apr 2026
AI Agents 6 2% required in 83% · 6 open now · since Apr 2026
DNS 5 1% required in 100% · 4 open now · since Nov 2025
Show all (44)
Sensor Fusion5
DHCP4
VPN4
Digital Twin4
Computer Use3
Platform Engineering3
RAG3
Wi-Fi3
Agentic Workflows2
Anomaly Detection2
IAM2
Incident Management2
NLP2
OCR2
Obstacle Avoidance2
Prompt Engineering2
Quantization2
Time Series Forecasting2
Autonomous Navigation1
Clean Architecture1
Edge AI1
Embeddings1
Feature Store1
FinOps1
Function Calling1
Knowledge Distillation1
Knowledge Graph1
Model Distillation1
Path Planning1
SOAP1
Shift-Left1
A/B Testing1

And 4 more, each named in fewer postings.

What other technologies does Magna use?

SAP Workflow is named in <1% of job postings at Magna, followed by StateFlow (<1%).

SAP Workflow 1 <1% required in 100% · 1 open now · since Aug 2026
StateFlow 1 <1% optional · 1 open now · since Jul 2026

What does each Magna team work with?

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

Industrial Engineering

110 postings
AutoCAD29
Unity22
SolidWorks18
Python12
C++8
Power BI8

Field & Service

46 postings
AutoCAD11
Power BI7
Python7
C++5
Windows5
SQL4

Finance

30 postings
Microsoft Excel21
Power BI6

Enterprise Apps

21 postings
ABAP14
Power BI4
SAP Fiori3
SQL3
Visual Basic3
Web Dynpro ABAP2

DevOps

20 postings
Python6
Windows5
Linux4
PowerShell4
VMWare3
AWS2

Early Careers

20 postings
Python5
C++3
Windows3
C#2
Linux2
Unity2

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How much does Magna pay by technology?

Median stated pay of the postings that name each technology, against the median of all Magna postings with stated pay: $90k across 73 postings.

TechnologyPostings with payMedianvs company median
Python23$80k−11%
SQL12$85k−6%
Power BI11$90k0%
AWS10$103k+14%
Linux10$87k−3%
C++8$31k−66%
Azure7$100k+11%
JavaScript7$100k+11%
GitHub7$100k+11%
React.js6$103k+14%

How is the Magna 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
TransformersSep 2026
OCRSep 2026
AssemblyAug 2026
LLMAug 2026
Platform EngineeringAug 2026
RAGAug 2026
Agentic WorkflowsAug 2026
Model Context ProtocolAug 2026
Rising
Microsoft Excel9% → 15%
C++7% → 13%
Unity7% → 12%
Git0% → 5%
MATLAB1% → 5%
Linux3% → 6%
Falling
Azure15% → 8%
AWS12% → 5%
SQL16% → 11%
CI/CD12% → 7%
TensorFlow7% → 2%
JavaScript9% → 5%
C#9% → 5%
MQTT6% → 2%
Not named for 6 months
JenkinsMar 2026

How modern is the Magna stack?

Cutting-edge AI adopter 81/100

Magna 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: 6; legacy ones: 2.

How common is the Magna stack in its industry?

Share of the 247 companies in the same industries, whose stack Alion knows, that use each technology.

Python57%
Power BI33%
C++11%
Unity2%
SQL57%
Azure40%
Windows27%
AWS43%
JavaScript41%
C#23%

What sets Magna apart

Unity2%
ABAP4%
C4%
Embedded C1%
ControlNet0%
Stable Diffusion0%
ROS22%
SAP Fiori2%
Visual Basic3%
Keras2%

Questions about the Magna tech stack

What programming languages does Magna use?

The languages named in Magna job postings are Python (19%), C++ (12%), SQL (11%), JavaScript (6%), C# (5%), as a share of the 362 postings of the last 12 months.

Does Magna use Unity?

Yes. Unity is named in 41 of 362 job postings (11%) and required in 32 of them.

What cloud and platforms does Magna use?

The cloud and platforms named in Magna job postings are Power BI (59), Azure (34), Windows (32) (postings in brackets).

What skills do you need for a Industrial Engineering job at Magna?

Industrial Engineering postings at Magna most often require AutoCAD (29), Unity (22), SolidWorks (18), Python (12), out of 110 postings in the last 12 months.

Is the Magna tech stack changing?

Yes. Transformers, OCR, Assembly, LLM first appeared in Magna job postings in the last six months.

How modern is the Magna tech stack?

Magna 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: 6; legacy ones: 2.

How does Alion know the Magna tech stack?

Alion reads every job posting Magna publishes and tags the technologies each one names. The figures on this page count the 362 postings of the last 12 months and were updated on Sep 27, 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, "Magna tech stack: 220 technologies from 362 job postings", as of Sep 27, 2026. https://alion.io/company/magna-com/technologies

Licence: CC BY-SA 4.0JSON