Zeiss tech stack

Zeiss builds mostly with Python, MATLAB, C++, C#. Its stack also includes Azure, Power BI, Ray, PyTorch. Python is named in 106 of the 306 job postings Zeiss published in the last 12 months (35%). Counted by Alion from the job postings of Zeiss, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
253
Postings analysed
306
Open now
218
Modernity
80 /100
New in 6 months
8

What programming languages does Zeiss use?

Python is named in 35% of job postings at Zeiss, followed by MATLAB (15%), C++ (14%), C# (10%).

Python 106 35% required in 92% · 60 open now · since Sep 2025
MATLAB 45 15% required in 87% · 27 open now · since Mar 2026
C++ 43 14% required in 95% · 27 open now · since Sep 2025
C# 32 10% required in 91% · 22 open now · since Apr 2026
JavaScript 23 8% required in 83% · 13 open now · since Jun 2026
SQL 16 5% required in 81% · 9 open now · since Feb 2026
ABAP 9 3% required in 78% · 5 open now · since Feb 2026
PowerShell 8 3% required in 100% · 4 open now · since Feb 2026
Show all (19)
VHDL7
TypeScript6
Node JS5
Java4
Julia3
Bash2
Verilog2
PHP2
Apex1
Sass1
Slang1

What frameworks and libraries does Zeiss use?

Ray is named in 3% of job postings at Zeiss, followed by PyTorch (2%), React.js (2%), Commander.js (2%).

Ray 10 3% required in 90% · 5 open now · since Apr 2026
PyTorch 7 2% required in 86% · 2 open now · since Jun 2026
React.js 7 2% required in 86% · 6 open now · since May 2026
Commander.js 5 2% required in 100% · 3 open now · since Jul 2026
LangChain 5 2% required in 100% · 3 open now · since Aug 2026
Angular 5 2% required in 80% · 3 open now · since Jun 2026
AutoGen 4 1% required in 75% · 2 open now · since Sep 2026
TensorFlow 4 1% required in 75% · since Jun 2026
Show all (56)
Playwright4
CUDA3
NumPy3
PyTorch C++3
ASP.NET Core3
gRPC for .NET3
CrewAI2
JUnit2
LlamaIndex2
OpenCV2
OpenTelemetry2
Qt2
Quarkus2
ROS2
Supervision2
TensorFlow C++2
Zustand2
Scikit-learn2
Cypress2
Jest2
NgRx2
Pytest2
Redux2
Appium1
Drake1
FastAPI1
LangGraph1
LeRobot1
Lightning Web Components1
MoveIt1
OSVVM1
OpenAI SDK1

And 16 more, each named in fewer postings.

What databases does Zeiss use?

Azure Cosmos DB is named in <1% of job postings at Zeiss, followed by Azure SQL Database (<1%), MS SQL (<1%), MySQL (<1%).

Azure Cosmos DB 1 <1% required in 100% · since Aug 2026
Azure SQL Database 1 <1% required in 100% · since Aug 2026
MS SQL 1 <1% required in 100% · 1 open now · since Sep 2026
MySQL 1 <1% required in 100% · since Jul 2026
Qdrant 1 <1% required in 100% · 1 open now · since Sep 2026
Snowflake 1 <1% required in 100% · 1 open now · since Jul 2026
Trino 1 <1% required in 100% · 1 open now · since Sep 2026
Delta Lake 1 <1% optional · 1 open now · since Sep 2026

What cloud and platforms does Zeiss use?

Azure is named in 14% of job postings at Zeiss, followed by Power BI (12%), Windows (12%), Azure DevOps (10%).

Azure 43 14% required in 70% · 30 open now · since Mar 2026
Power BI 37 12% required in 89% · 25 open now · since Feb 2026
Windows 37 12% required in 89% · 32 open now · since May 2025
Azure DevOps 30 10% required in 83% · 22 open now · since May 2026
Linux 28 9% required in 82% · 23 open now · since Feb 2026
.NET 15 5% required in 93% · 9 open now · since Jul 2026
Kubernetes 14 5% required in 86% · 11 open now · since May 2026
GitHub 8 3% required in 63% · 4 open now · since Jul 2026
Show all (46)
AWS5
Grafana5
Apache Kafka4
SAP BTP4
Active Directory3
CUDA Toolkit3
Microsoft Defender3
Microsoft Entra ID3
GCP3
Copilot Studio2
GitHub Actions2
MISP2
OpenAI2
RTOS2
Unix2
Zscaler2
Azure AKS1
BeyondTrust1
Bitbucket1
CyberArk1
DLP1
Databricks1
Dify1
Figma1
Hugging Face1
Kubeflow1
LDAP1
Langfuse1
MLFlow1
Microsoft Fabric1
NVIDIA Omniverse1
Ollama1

And 6 more, each named in fewer postings.

What developer tools does Zeiss use?

Git is named in 7% of job postings at Zeiss, followed by Microsoft Excel (6%), Docker (5%), CAPA (3%).

Git 20 7% required in 85% · 16 open now · since May 2026
Microsoft Excel 18 6% required in 83% · 16 open now · since Jul 2026
Docker 14 5% required in 79% · 12 open now · since Jul 2026
CAPA 9 3% required in 100% · 9 open now · since Feb 2026
Rest API 9 3% required in 100% · 4 open now · since Jul 2026
Terraform 8 3% required in 100% · 6 open now · since May 2026
AutoCAD 7 2% required in 100% · 4 open now · since Mar 2026
SolidWorks 7 2% required in 100% · 3 open now · since Mar 2026
Show all (58)
Adobe Photoshop5
Ansible4
FTK3
Magnet AXIOM3
OPC UA3
Prometheus3
Velociraptor3
Semantic Kernel3
gRPC3
Vite3
Webpack3
ArgoCD2
Bicep2
Copilot2
GraphQL2
Model Context Protocol2
Siemens QuestaSim2
Xilinx Vivado2
Claude Code2
Storybook2
ABAP Test Cockpit1
Adobe After Effects1
Blender1
CMake1
Chef1
Copado1
DVC1
FluxCD1
Helm1
Informatica1
Jenkins1
Kustomize1

And 18 more, each named in fewer postings.

What AI and ML technologies does Zeiss use?

Gaussian Splatting is named in 1% of job postings at Zeiss, followed by LLM (1%), ChatGPT (<1%).

Gaussian Splatting 3 1% required in 100% · 3 open now · since Jul 2026
LLM 3 1% required in 100% · 2 open now · since Apr 2026
ChatGPT 1 <1% required in 100% · since Sep 2026

Which engineering practices does Zeiss ask for?

CI/CD is named in 9% of job postings at Zeiss, followed by Machine Learning (7%), Computer Vision (4%), AI Agents (4%).

CI/CD 27 9% required in 93% · 20 open now · since May 2026
Machine Learning 22 7% required in 95% · 16 open now · since Nov 2025
Computer Vision 13 4% required in 100% · 9 open now · since Apr 2026
AI Agents 11 4% required in 82% · 6 open now · since Jun 2026
Clean Architecture 7 2% required in 100% · 6 open now · since Jul 2026
SOAP 7 2% required in 100% · 5 open now · since Mar 2026
Multimodal AI 6 2% required in 100% · 4 open now · since Aug 2026
Digital Twin 5 2% required in 100% · 4 open now · since Mar 2026
Show all (60)
HPC5
TCP/IP5
Prompt Engineering5
EU AI Act4
Platform Engineering4
IAM4
ETL/ELT3
GitOps3
Knowledge Graph3
LLM Guardrails3
RAG3
SLI/SLO/SLA3
Wi-Fi3
Interpretability2
LLMOps2
Master Data Management2
Modularization2
Reinforcement Learning2
Sensor Fusion2
Synthetic Data2
DNS2
State Management2
A/B Testing1
Blue-Green Deployment1
Data Augmentation1
Data Vault1
Diffusion Models1
Dimensional Modeling1
Embeddings1
Explainable AI1
Federated Learning1
GraphRAG1

And 20 more, each named in fewer postings.

What other technologies does Zeiss use?

ABAP Objects is named in <1% of job postings at Zeiss, followed by ABAP RAP (<1%), CDS Views (<1%).

ABAP Objects 1 <1% required in 100% · 1 open now · since Sep 2026
ABAP RAP 1 <1% required in 100% · 1 open now · since Jul 2026
CDS Views 1 <1% required in 100% · 1 open now · since Sep 2026

What does each Zeiss team work with?

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

Industrial Engineering

62 postings
Python18
MATLAB15
C++8
CAPA8
Windows8
SolidWorks5

Early Careers

58 postings
Python32
MATLAB12
C++9
Power BI6
Microsoft Excel4
Azure3

Backend

27 postings
C#14
Azure DevOps10
C++8
Git8
Linux8
.NET6

Security

14 postings
Commander.js5
JavaScript5
Node JS5
FTK3
Magnet AXIOM3
Microsoft Defender3

Enterprise Apps

13 postings
ABAP7
Rest API3
JavaScript2
SAP BTP2

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How is the Zeiss 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
InterpretabilitySep 2026
LLMOpsSep 2026
QuarkusSep 2026
GraphQLSep 2026
JuliaSep 2026
Semantic KernelSep 2026
AutoGenSep 2026
CrewAISep 2026
Rising
Windows6% → 13%
JavaScript2% → 9%
Microsoft Excel0% → 7%
C#6% → 12%
CI/CD4% → 10%
.NET0% → 6%
Docker0% → 6%
SQL2% → 6%
Falling
MATLAB26% → 13%
Computer Vision9% → 4%
SolidWorks4% → 2%

How modern is the Zeiss stack?

Cutting-edge AI adopter 80/100

Zeiss scores 80 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 Zeiss stack in its industry?

Share of the 5,611 companies in the same industries, whose stack Alion knows, that use each technology.

Python41%
MATLAB4%
Azure23%
C++13%
Power BI15%
Windows17%
C#12%
Azure DevOps7%
Linux19%
JavaScript32%

What sets Zeiss apart

MATLAB4%
Ray3%
ABAP2%
VHDL1%
Commander.js1%
AutoGen3%
SAP BTP1%
ASP.NET Core3%
CUDA3%
CUDA Toolkit3%

Questions about the Zeiss tech stack

What programming languages does Zeiss use?

The languages named in Zeiss job postings are Python (35%), MATLAB (15%), C++ (14%), C# (10%), JavaScript (8%), as a share of the 306 postings of the last 12 months.

Does Zeiss use Ray?

Yes. Ray is named in 10 of 306 job postings (3%) and required in 9 of them.

What cloud and platforms does Zeiss use?

The cloud and platforms named in Zeiss job postings are Azure (43), Power BI (37), Windows (37) (postings in brackets).

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

Industrial Engineering postings at Zeiss most often require Python (18), MATLAB (15), C++ (8), CAPA (8), out of 62 postings in the last 12 months.

Is the Zeiss tech stack changing?

Yes. Interpretability, LLMOps, Quarkus, GraphQL first appeared in Zeiss job postings in the last six months.

How modern is the Zeiss tech stack?

Zeiss scores 80 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 Zeiss tech stack?

Alion reads every job posting Zeiss publishes and tags the technologies each one names. The figures on this page count the 306 postings of the last 12 months and were updated on Sep 28, 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, "Zeiss tech stack: 253 technologies from 306 job postings", as of Sep 28, 2026. https://alion.io/company/zeiss/technologies

Licence: CC BY-SA 4.0JSON