Applied Materials tech stack

Applied Materials builds mostly with Python, SQL, C++, C#. Its stack also includes Tableau, Power BI, PyTorch, TensorFlow. Python is named in 150 of the 578 job postings Applied Materials published in the last 12 months (26%). Counted by Alion from the job postings of Applied Materials, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
278
Postings analysed
578
Open now
457
Modernity
81 /100
New in 6 months
8

What programming languages does Applied Materials use?

Python is named in 26% of job postings at Applied Materials, followed by SQL (11%), C++ (10%), C# (7%).

Python 150 26% required in 81% · 111 open now · since Feb 2025
SQL 63 11% required in 79% · 48 open now · since Jan 2025
C++ 57 10% required in 86% · 38 open now · since Sep 2024
C# 40 7% required in 88% · 21 open now · since Jan 2026
MATLAB 33 6% required in 82% · 24 open now · since Aug 2025
Java 23 4% required in 91% · 18 open now · since Dec 2025
JavaScript 18 3% required in 78% · 12 open now · since Dec 2025
TypeScript 12 2% required in 100% · 7 open now · since Dec 2025
Show all (26)
PowerShell9
Bash8
SAS8
PHP6
Node JS6
Go4
C4
ABAP4
Groovy3
SPSS3
Kotlin2
VHDL2
Rust2
Perl1
Sass1
SystemVerilog1
Verilog1
Embedded C1

What frameworks and libraries does Applied Materials use?

PyTorch is named in 4% of job postings at Applied Materials, followed by TensorFlow (3%), Ray (2%), React.js (1%).

PyTorch 22 4% required in 82% · 15 open now · since Mar 2026
TensorFlow 15 3% required in 100% · 10 open now · since Mar 2026
Ray 9 2% required in 67% · 9 open now · since Jul 2026
React.js 8 1% required in 100% · 4 open now · since Dec 2025
Scikit-learn 8 1% required in 100% · 5 open now · since Mar 2026
PyTorch C++ 6 1% required in 83% · 5 open now · since May 2026
Angular 5 1% required in 100% · 2 open now · since Jul 2026
LangChain 5 1% required in 100% · 4 open now · since Jun 2026
Show all (66)
OpenCV5
NumPy5
FastAPI5
CUDA4
LangGraph4
Redux4
Transformers4
OpenCL3
TestNG3
Unity3
ASP.NET Core2
AutoGen2
Bootstrap2
Chi2
Commander.js2
CrewAI2
Hypothesis2
Pandas2
Playwright2
Selenium2
TensorFlow C++2
Django2
Flask2
Pytest2
Qt2
SDL2
SciPy2
scikit-image2
Entity Framework Core1
Flink1
Hadoop1
Instructor1

And 26 more, each named in fewer postings.

What databases does Applied Materials use?

MySQL is named in 1% of job postings at Applied Materials, followed by Delta Lake (1%), Snowflake (1%), MS SQL (1%).

MySQL 4 1% required in 50% · 4 open now · since Mar 2026
Delta Lake 3 1% required in 100% · 3 open now · since Jul 2026
Snowflake 3 1% required in 67% · 1 open now · since May 2026
MS SQL 3 1% required in 33% · 3 open now · since Jul 2026
SAP HANA 2 <1% required in 100% · 2 open now · since Jan 2025
MariaDB 2 <1% required in 50% · 2 open now · since Jun 2026
Oracle 2 <1% required in 50% · 1 open now · since Aug 2026
PostgreSQL 2 <1% optional · 1 open now · since Aug 2026
Show all (14)
BigQuery1
ClickHouse1
Db21
Google BigQuery1
Redis1
InfluxDB1

What cloud and platforms does Applied Materials use?

Tableau is named in 12% of job postings at Applied Materials, followed by Power BI (9%), Windows (6%), Azure (6%).

Tableau 69 12% required in 91% · 53 open now · since Aug 2025
Power BI 50 9% required in 78% · 42 open now · since Mar 2026
Windows 36 6% required in 56% · 30 open now · since Sep 2024
Azure 35 6% required in 74% · 28 open now · since Dec 2025
Linux 34 6% required in 82% · 28 open now · since Sep 2024
AWS 31 5% required in 77% · 24 open now · since Mar 2026
.NET 27 5% required in 100% · 11 open now · since Jun 2026
Kubernetes 23 4% required in 78% · 16 open now · since Feb 2025
Show all (60)
Databricks22
GitHub13
GCP11
Azure DevOps9
VMWare7
Grafana6
Bitbucket6
CUDA Toolkit4
Microsoft Entra ID4
Spark4
GitHub Actions4
GitLab4
LDAP3
MLFlow3
Active Directory3
Splunk3
Unix3
Apache Kafka2
Hugging Face2
RabbitMQ2
SAP BTP2
SAP Fiori2
SIEM2
DLP2
GitLab CI2
OpenAI2
OpenShift2
SonarQube2
Zscaler2
Windows Server2
AWS Bedrock1
Airflow1

And 20 more, each named in fewer postings.

What developer tools does Applied Materials use?

Microsoft Excel is named in 21% of job postings at Applied Materials, followed by CAPA (6%), Git (4%), Copilot (4%).

Microsoft Excel 122 21% required in 95% · 110 open now · since Dec 2025
CAPA 33 6% required in 100% · 26 open now · since Mar 2026
Git 25 4% required in 68% · 18 open now · since Jan 2026
Copilot 22 4% required in 95% · 18 open now · since Jun 2026
AutoCAD 20 3% required in 85% · 17 open now · since Dec 2025
Docker 20 3% required in 65% · 15 open now · since Feb 2025
SolidWorks 16 3% required in 94% · 14 open now · since May 2026
Jenkins 13 2% required in 77% · 9 open now · since May 2026
Show all (48)
Rest API9
Ansible7
Matter7
Prometheus7
Terraform5
Claude Code5
EtherCAT4
Helm4
Simulink4
JFrog Artifactory4
Semantic Kernel3
pySpark3
Proxmox VE3
WebSockets3
gRPC3
Hyper-V2
Model Context Protocol2
Wireshark2
OrCAD2
3ds Max1
Blender1
CMake1
External Secrets1
Gradle1
HashiCorp Vault1
InfiniBand1
KLayout1
Maya1
OpenMP1
Parcel1
Podman1
SLURM1

And 8 more, each named in fewer postings.

What AI and ML technologies does Applied Materials use?

Claude is named in 3% of job postings at Applied Materials, followed by LLM (2%), ChatGPT (<1%), LoRA (<1%).

Claude 15 3% required in 80% · 11 open now · since Jul 2026
LLM 13 2% required in 92% · 10 open now · since Jun 2026
ChatGPT 2 <1% required in 100% · 2 open now · since Jul 2026
LoRA 2 <1% required in 100% · 1 open now · since Jul 2026
PEFT 2 <1% required in 100% · 1 open now · since Jul 2026
BERT 1 <1% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Applied Materials ask for?

Machine Learning is named in 21% of job postings at Applied Materials, followed by Computer Vision (7%), CI/CD (7%), Incident Management (5%).

Machine Learning 119 21% required in 82% · 75 open now · since Aug 2025
Computer Vision 40 7% required in 78% · 32 open now · since Apr 2024
CI/CD 39 7% required in 69% · 30 open now · since Feb 2025
Incident Management 31 5% required in 97% · 22 open now · since Mar 2026
Red Teaming 24 4% required in 100% · 19 open now · since Jan 2026
AI Agents 22 4% required in 82% · 15 open now · since Jun 2026
HPC 12 2% required in 58% · 10 open now · since May 2026
RAG 11 2% required in 100% · 7 open now · since Jun 2026
Show all (57)
Prompt Engineering10
SLI/SLO/SLA10
LLM Guardrails8
Agentic Workflows6
Anomaly Detection6
Fine-tuning6
Platform Engineering6
ETL/ELT5
IAM4
Multi-Agent Systems4
NLP4
Edge AI4
Multimodal AI4
TCP/IP4
Configuration Management3
DNS3
PID Control3
PKI3
SFT3
Wi-Fi3
Digital Twin3
BGP2
Context Engineering2
Hallucination2
MPLS2
OSPF2
Post-training2
RLHF2
Tool Use2
VLAN2
VPN2
MVVM2

And 17 more, each named in fewer postings.

What other technologies does Applied Materials use?

CDS Views is named in <1% of job postings at Applied Materials.

CDS Views 1 <1% required in 100% · 1 open now · since Sep 2026

What does each Applied Materials team work with?

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

Industrial Engineering

158 postings
Microsoft Excel28
Python26
CAPA18
Tableau15
Power BI13
SolidWorks11

Backend

48 postings
C++26
C#25
.NET22
Java12
Python11
Git9

Operations

37 postings
Tableau10
SQL7
Python6
Microsoft Excel4
Power BI4
CAPA3

Hardware

32 postings
C++8
Linux5
.NET3
C#3
MATLAB3
AutoCAD2

Support

20 postings
CAPA11
Linux2
Windows2

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How much does Applied Materials pay by technology?

Median stated pay of the postings that name each technology, against the median of all Applied Materials postings with stated pay: $171k across 257 postings.

TechnologyPostings with payMedianvs company median
Python69$184k+7%
Tableau43$146k−15%
SQL39$165k−4%
Power BI24$154k−10%
C++23$171k0%
C#19$171k0%
MATLAB17$204k+19%
Windows16$141k−18%
PyTorch14$228k+33%
.NET12$171k0%

How is the Applied Materials 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
MVVMSep 2026
PandasSep 2026
SciPySep 2026
HallucinationSep 2026
HypothesisAug 2026
SPSSAug 2026
DLPAug 2026
ABAPAug 2026
Rising
Microsoft Excel5% → 24%
Power BI5% → 9%
Windows4% → 7%
Kubernetes1% → 4%
Copilot1% → 4%
Claude0% → 3%
GitHub0% → 3%
.NET3% → 5%
Falling
CAPA11% → 5%
PyTorch9% → 3%
SolidWorks7% → 2%
TensorFlow7% → 2%
Fine-tuning5% → 0%
GCP5% → 1%
OpenCV4% → 0%
Incident Management8% → 5%

How modern is the Applied Materials stack?

Cutting-edge AI adopter 81/100

Applied Materials 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: 0.

Questions about the Applied Materials tech stack

What programming languages does Applied Materials use?

The languages named in Applied Materials job postings are Python (26%), SQL (11%), C++ (10%), C# (7%), MATLAB (6%), as a share of the 578 postings of the last 12 months.

Does Applied Materials use PyTorch?

Yes. PyTorch is named in 22 of 578 job postings (4%) and required in 18 of them.

What cloud and platforms does Applied Materials use?

The cloud and platforms named in Applied Materials job postings are Tableau (69), Power BI (50), Windows (36) (postings in brackets).

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

Industrial Engineering postings at Applied Materials most often require Microsoft Excel (28), Python (26), CAPA (18), Tableau (15), out of 158 postings in the last 12 months.

Is the Applied Materials tech stack changing?

Yes. MVVM, Pandas, SciPy, Hallucination first appeared in Applied Materials job postings in the last six months.

How modern is the Applied Materials tech stack?

Applied Materials 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: 0.

How does Alion know the Applied Materials tech stack?

Alion reads every job posting Applied Materials publishes and tags the technologies each one names. The figures on this page count the 578 postings of the last 12 months and were updated on Sep 26, 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, "Applied Materials tech stack: 278 technologies from 578 job postings", as of Sep 26, 2026. https://alion.io/company/amat/technologies

Licence: CC BY-SA 4.0JSON