Applied Materials
Semiconductor Equipment

Applied Materials tech stack

Applied Materials builds mostly with Python, SQL, C++, MATLAB. Its stack also includes Tableau, Power BI, PyTorch, TensorFlow. Python is named in 373 of the 1,821 job postings Applied Materials published in the last 12 months (20%). Counted by Alion from the job postings of Applied Materials, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
345
Postings analysed
1,821
Open now
695
Modernity
79 /100
New in 6 months
8

What programming languages does Applied Materials use?

Python is named in 20% of job postings at Applied Materials, followed by SQL (8%), C++ (7%), MATLAB (5%).

Python 373 20% required in 79% · 115 open now · since Feb 2025
SQL 145 8% required in 82% · 40 open now · since Jan 2025
C++ 134 7% required in 86% · 50 open now · since Aug 2025
MATLAB 95 5% required in 79% · 30 open now · since Aug 2025
C# 91 5% required in 82% · 26 open now · since Jan 2026
Java 64 4% required in 84% · 24 open now · since Aug 2025
JavaScript 42 2% required in 52% · 13 open now · since Dec 2025
TypeScript 30 2% required in 77% · 12 open now · since Dec 2025
Show all (29)
PowerShell23
Bash18
SPSS18
SAS18
C14
Node JS12
PHP10
Go8
ABAP8
Groovy5
Rust5
Kotlin4
Sass3
VHDL3
Perl2
Embedded C2
Fortran1
R1
SystemVerilog1
Verilog1
Structured Text1

What frameworks and libraries does Applied Materials use?

PyTorch is named in 2% of job postings at Applied Materials, followed by TensorFlow (2%), Scikit-learn (1%), React.js (1%).

PyTorch 43 2% required in 70% · 16 open now · since Jan 2026
TensorFlow 30 2% required in 87% · 11 open now · since Jan 2026
Scikit-learn 19 1% required in 89% · 9 open now · since Mar 2026
React.js 18 1% required in 94% · 7 open now · since Dec 2025
Angular 17 1% required in 76% · 7 open now · since May 2026
CUDA 12 1% required in 100% · 7 open now · since Feb 2026
NumPy 12 1% required in 92% · 7 open now · since Aug 2025
Spring Boot 11 1% required in 82% · 6 open now · since Aug 2026
Show all (66)
LangChain9
Pandas9
OpenCL8
Playwright8
Redux8
LangGraph7
OpenCV7
TestNG7
Transformers7
MPI6
Selenium5
FastAPI5
Unity5
SDL5
TensorFlow C++5
AutoGen4
Chi4
CrewAI4
Hypothesis4
Ray4
TBB4
Vue.js4
STL4
scikit-image4
Bootstrap3
Flink3
Hadoop3
Instructor3
Polars3
Qt3
ASP.NET Core2
Jest2

And 26 more, each named in fewer postings.

What databases does Applied Materials use?

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

Delta Lake 7 <1% required in 100% · 2 open now · since Jul 2026
MySQL 7 <1% required in 29% · 3 open now · since Aug 2025
Snowflake 6 <1% required in 67% · 2 open now · since May 2026
MS SQL 6 <1% required in 33% · 2 open now · since Jul 2026
PostgreSQL 5 <1% required in 20% · 3 open now · since Aug 2026
SAP HANA 4 <1% required in 100% · 2 open now · since Jan 2025
MariaDB 4 <1% required in 50% · 2 open now · since Sep 2025
Redis 3 <1% required in 100% · 1 open now · since Mar 2026
Show all (13)
Google BigQuery3
Oracle3
ClickHouse2
Db22
Apache Iceberg1

What cloud and platforms does Applied Materials use?

Tableau is named in 10% of job postings at Applied Materials, followed by Power BI (8%), Linux (4%), Windows (4%).

Tableau 181 10% required in 92% · 59 open now · since Aug 2025
Power BI 142 8% required in 80% · 48 open now · since Jan 2026
Linux 76 4% required in 86% · 28 open now · since Feb 2025
Windows 75 4% required in 55% · 26 open now · since Jan 2025
Azure 74 4% required in 69% · 26 open now · since Dec 2025
Kubernetes 63 3% required in 79% · 22 open now · since Feb 2025
.NET 61 3% required in 93% · 15 open now · since Apr 2026
AWS 61 3% required in 82% · 21 open now · since Jan 2026
Show all (61)
Databricks50
GCP26
GitHub22
Azure DevOps21
VMWare14
Grafana14
Spark12
Bitbucket12
Airflow10
GitHub Actions10
Apache Kafka8
Microsoft Entra ID8
RabbitMQ8
Active Directory8
MLFlow7
GitLab7
GitLab CI6
SIEM5
Splunk5
Unix5
LDAP4
SAP BTP4
SAP Fiori4
OpenShift4
Copilot Studio4
DLP4
Zscaler4
Windows Server4
Hugging Face3
Okta3
Ubuntu3
SonarQube3

And 21 more, each named in fewer postings.

What developer tools does Applied Materials use?

Microsoft Excel is named in 31% of job postings at Applied Materials, followed by Mandiant capa (4%), Git (3%), Docker (3%).

Microsoft Excel 556 31% required in 96% · 190 open now · since Aug 2025
Mandiant capa 75 4% required in 100% · 20 open now · since Mar 2026
Git 54 3% required in 70% · 17 open now · since Jan 2026
Docker 47 3% required in 62% · 14 open now · since Feb 2025
SolidWorks 46 3% required in 93% · 15 open now · since Nov 2025
Copilot 46 3% required in 91% · 12 open now · since Jan 2026
AutoCAD 45 2% required in 89% · 11 open now · since Feb 2024
JMP 31 2% required in 77% · 21 open now · since Aug 2025
Show all (72)
Jenkins25
Rest API20
ANSYS18
Ansible16
Prometheus16
EtherCAT14
Siemens NX13
Terraform13
Minitab13
Claude Code13
Helm11
Matter9
gRPC8
Simulink7
pySpark7
JFrog Artifactory7
Proxmox VE7
Hyper-V6
InfiniBand6
Model Context Protocol5
OpenMP5
SLURM5
Semantic Kernel5
Wireshark5
OrCAD5
WebSockets4
KLayout3
Podman3
CMake3
Webpack3
Adobe Photoshop3
External Secrets2

And 32 more, each named in fewer postings.

What AI and ML technologies does Applied Materials use?

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

LLM 29 2% required in 86% · 12 open now · since Jan 2026
Claude 24 1% required in 83% · 5 open now · since Mar 2026
ChatGPT 3 <1% required in 100% · 1 open now · since Jul 2026
LoRA 3 <1% required in 100% · since Jul 2026
BERT 3 <1% required in 67% · 1 open now · since Jul 2026
PEFT 3 <1% required in 67% · since Jul 2026

Which engineering practices does Applied Materials ask for?

Machine Learning is named in 16% of job postings at Applied Materials, followed by Computer Vision (6%), CI/CD (5%), Incident Management (4%).

Machine Learning 294 16% required in 76% · 101 open now · since Aug 2025
Computer Vision 101 6% required in 42% · 42 open now · since Apr 2024
CI/CD 92 5% required in 72% · 32 open now · since Feb 2025
Incident Management 81 4% required in 96% · 24 open now · since Feb 2026
GD&T 69 4% required in 86% · 55 open now · since Mar 2026
Statistical Process Control 58 3% required in 81% · 49 open now · since May 2026
CAPA 55 3% required in 98% · 44 open now · since Feb 2026
Red Teaming 52 3% required in 100% · 19 open now · since Nov 2025
Show all (97)
AI Agents52
PVD49
ALD45
FMEA36
CVD33
HPC32
Design of Experiments31
Plasma Etch31
Photolithography30
RAG24
Electron Microscopy (SEM/TEM)23
SLI/SLO/SLA21
Prompt Engineering17
Agentic Workflows13
Platform Engineering12
ETL/ELT11
Multi-Agent Systems10
TCP/IP10
Fine-tuning9
Verification & Validation9
Anomaly Detection9
Configuration Management7
DNS7
IAM7
NLP7
Digital Twin7
CMP6
SFT6
Function Calling6
BGP5
LLM Guardrails5
PKI5

And 57 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 2 <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

551 postings
Microsoft Excel140
Python56
Mandiant capa42
Tableau37
SolidWorks32
Power BI31

Backend

131 postings
C++71
C#60
.NET51
Java36
Python30
Linux27

Operations

104 postings
Tableau33
Microsoft Excel25
SQL23
Power BI21
Databricks6
Mandiant capa6

Hardware

88 postings
MATLAB11
AutoCAD10
C++10
Linux7
EtherCAT6
.NET4

Science & Research

75 postings
Python22
MATLAB18
C++5
ANSYS3
Ansible2
AutoCAD2

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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: $165k across 732 postings.

TechnologyPostings with payMedianvs company median
Python172$181k+10%
Tableau112$146k−12%
SQL83$159k−4%
Power BI69$149k−10%
C++61$171k+4%
MATLAB57$190k+15%
C#47$171k+4%
Windows34$154k−7%
.NET32$171k+4%
Databricks31$149k−10%

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
PolarsNov 2026
Time SeriesNov 2026
MatplotlibNov 2026
Reactive ProgrammingOct 2026
InformaticaSep 2026
STLSep 2026
Nest.JSSep 2026
CDS ViewsSep 2026
Falling
AutoCAD5% → 1%
Azure6% → 3%
AWS5% → 2%
Red Teaming5% → 2%
Not named for 6 months
TritonMay 2026
Apache PulsarJan 2026
PerlNov 2025

How modern is the Applied Materials stack?

Cutting-edge AI adopter 79/100

Applied Materials scores 79 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 common is the Applied Materials stack in its industry?

Share of the 116 companies in the same industries, whose stack Alion knows, that use each technology.

Python52%
Tableau14%
SQL37%
Power BI29%
C++53%
MATLAB26%
C#53%
Linux38%
Windows38%
Azure27%

What sets Applied Materials apart

SAS4%
SPSS1%
C4%
Spring Boot3%
Airflow2%
PHP4%
Go4%
OpenCL3%
Playwright3%
RabbitMQ4%

Applied Materials products in its job postings

Postings at Applied Materials name its own products. They describe what the company makes, so they are left out of the stack above.

Ion Implantation10

Questions about the Applied Materials tech stack

What programming languages does Applied Materials use?

The languages named in Applied Materials job postings are Python (20%), SQL (8%), C++ (7%), MATLAB (5%), C# (5%), as a share of the 1,821 postings of the last 12 months.

Does Applied Materials use PyTorch?

Yes. PyTorch is named in 43 of 1,821 job postings (2%) and required in 30 of them.

What cloud and platforms does Applied Materials use?

The cloud and platforms named in Applied Materials job postings are Tableau (181), Power BI (142), Linux (76) (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 (140), Python (56), Mandiant capa (42), Tableau (37), out of 551 postings in the last 12 months.

Is the Applied Materials tech stack changing?

Yes. Polars, Time Series, Matplotlib, Reactive Programming first appeared in Applied Materials job postings in the last six months.

How modern is the Applied Materials tech stack?

Applied Materials scores 79 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 1,821 postings of the last 12 months and were updated on Nov 10, 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: 345 technologies from 1,821 job postings", as of Nov 10, 2026. https://alion.io/company/amat/technologies

Licence: CC BY-SA 4.0JSON