Lam Research
Semiconductor Equipment

Lam Research tech stack

Lam Research builds mostly with Python, MATLAB, SQL, C++. Its stack also includes Power BI, Azure, PyTorch, TensorFlow. Python is named in 183 of the 730 job postings Lam Research published in the last 12 months (25%). Counted by Alion from the job postings of Lam Research, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
280
Postings analysed
730
Open now
445
Modernity
79 /100
New in 6 months
8

What programming languages does Lam Research use?

Python is named in 25% of job postings at Lam Research, followed by MATLAB (14%), SQL (8%), C++ (7%).

Python 183 25% required in 40% · 94 open now · since Dec 2024
MATLAB 101 14% required in 16% · 50 open now · since Dec 2024
SQL 57 8% required in 63% · 29 open now · since Sep 2025
C++ 53 7% required in 49% · 24 open now · since Jan 2026
C# 39 5% required in 38% · 17 open now · since Jan 2026
PowerShell 17 2% required in 47% · 6 open now · since Jan 2026
Java 9 1% required in 78% · 3 open now · since Feb 2026
ABAP 9 1% required in 22% · 4 open now · since May 2026
Show all (23)
JavaScript8
VHDL5
Verilog5
Bash4
Node JS3
TypeScript3
YARA3
Visual Basic2
Embedded C2
SystemVerilog2
C2
Fortran1
Structured Text1
Lua1
Sass1

What frameworks and libraries does Lam Research use?

PyTorch is named in 1% of job postings at Lam Research, followed by TensorFlow (1%), OpenCV (1%), LangGraph (1%).

PyTorch 8 1% required in 88% · 6 open now · since Jul 2025
TensorFlow 6 1% required in 83% · 4 open now · since Jul 2025
OpenCV 5 1% required in 100% · 4 open now · since Apr 2026
LangGraph 5 1% required in 80% · 4 open now · since Jan 2026
LangChain 5 1% required in 40% · 4 open now · since Jan 2026
Hadoop 3 <1% required in 100% · 2 open now · since Jan 2026
OpenTelemetry 3 <1% required in 67% · 2 open now · since Jan 2026
Transformers 3 <1% required in 67% · 3 open now · since Jun 2026
Show all (29)
FastAPI2
TensorFlow C++2
Angular2
AutoGen2
ROS2
ROS22
React.js2
Ray2
Celery1
Cypress1
Django1
FAISS1
Flask1
JAX1
NumPy1
Pandas1
SciML1
UVM1
MoveIt1
Scikit-learn1
Unity1

What databases does Lam Research use?

Snowflake is named in 1% of job postings at Lam Research, followed by Redis (<1%), SAP HANA (<1%), Azure SQL Database (<1%).

Snowflake 5 1% required in 80% · 4 open now · since Jun 2026
Redis 3 <1% required in 67% · 2 open now · since Feb 2026
SAP HANA 3 <1% required in 67% · 3 open now · since Sep 2025
Azure SQL Database 2 <1% required in 100% · 1 open now · since Feb 2026
MySQL 2 <1% required in 50% · 1 open now · since Mar 2026
PostgreSQL 2 <1% required in 50% · 2 open now · since Mar 2026
ClickHouse 2 <1% optional · since May 2026
Amazon Redshift 1 <1% required in 100% · 1 open now · since Jan 2026
Show all (13)
Azure Cosmos DB1
Milvus1
Neo4j1
Weaviate1
Apache Iceberg1

What cloud and platforms does Lam Research use?

Power BI is named in 14% of job postings at Lam Research, followed by Azure (7%), Windows (3%), AWS (3%).

Power BI 103 14% required in 73% · 58 open now · since Sep 2025
Azure 48 7% required in 56% · 28 open now · since Sep 2025
Windows 21 3% required in 86% · 13 open now · since Jan 2026
AWS 20 3% required in 60% · 13 open now · since Jan 2026
Azure DevOps 18 2% required in 50% · 11 open now · since Jan 2026
Linux 14 2% required in 71% · 5 open now · since Jan 2026
GCP 13 2% required in 69% · 7 open now · since Jan 2026
SAP BusinessObjects 13 2% required in 54% · 9 open now · since Jan 2026
Show all (62)
Kubernetes13
Tableau11
Spark11
DLP10
RTOS10
Databricks9
Microsoft Entra ID8
Microsoft Fabric8
Microsoft Defender6
SIEM5
.NET5
Grafana5
Bitbucket4
GitHub Actions4
Apache Kafka4
GitHub4
SAP BTP4
Active Directory3
VMWare3
SAP Fiori3
Okta3
Azure AKS2
CyberArk2
LDAP2
Microsoft Defender for Cloud2
OpenShift2
PagerDuty2
FreeRTOS2
SonarQube2
Unix2
Windows Server2
Exabeam2

And 22 more, each named in fewer postings.

What developer tools does Lam Research use?

Microsoft Excel is named in 10% of job postings at Lam Research, followed by JMP (7%), SolidWorks (6%), Minitab (6%).

Microsoft Excel 73 10% required in 77% · 43 open now · since Oct 2025
JMP 52 7% required in 10% · 45 open now · since Dec 2024
SolidWorks 46 6% required in 85% · 23 open now · since Oct 2025
Minitab 46 6% optional · 41 open now · since Dec 2024
Siemens NX 44 6% required in 91% · 32 open now · since Feb 2026
AutoCAD 43 6% required in 79% · 25 open now · since Feb 2026
EtherCAT 24 3% required in 58% · 12 open now · since Jan 2026
OrCAD 22 3% required in 100% · 13 open now · since Mar 2026
Show all (64)
Copilot16
GPG11
Git11
Docker11
Rest API10
Mandiant capa8
Terraform7
Jenkins5
Hyper-V5
Prometheus5
Cadence Allegro4
ANSYS3
Model Context Protocol3
pySpark3
Simulink3
Alteryx3
YARA3
Ansible2
CAM3502
Cursor2
Loki2
Abaqus2
Semantic Kernel2
Xilinx Vivado2
Adobe Illustrator2
Adobe Photoshop2
Adobe Premiere Pro2
JFrog Artifactory2
Ansys SIwave1
CATIA1
Checkov1
ETAP1

And 24 more, each named in fewer postings.

What AI and ML technologies does Lam Research use?

LLM is named in 1% of job postings at Lam Research, followed by ControlNet (<1%), Stable Diffusion (<1%), ChatGPT (<1%).

LLM 7 1% required in 86% · 5 open now · since Jan 2026
ControlNet 3 <1% required in 67% · 2 open now · since Mar 2026
Stable Diffusion 3 <1% optional · 2 open now · since Mar 2026
ChatGPT 2 <1% required in 50% · 2 open now · since Oct 2026
VLM 2 <1% optional · since May 2026
Claude 1 <1% optional · 1 open now · since Nov 2026
PEFT 1 <1% optional · 1 open now · since Jul 2026

Which engineering practices does Lam Research ask for?

Statistical Process Control is named in 20% of job postings at Lam Research, followed by Design of Experiments (16%), FMEA (12%), GD&T (7%).

Statistical Process Control 146 20% required in 13% · 116 open now · since Dec 2024
Design of Experiments 114 16% required in 38% · 91 open now · since Dec 2024
FMEA 89 12% required in 66% · 65 open now · since Jun 2025
GD&T 53 7% required in 83% · 39 open now · since Mar 2026
Plasma Etch 53 7% required in 17% · 50 open now · since Dec 2024
ALD 50 7% required in 20% · 44 open now · since Dec 2024
PVD 44 6% required in 2% · 41 open now · since Dec 2024
CVD 43 6% required in 5% · 39 open now · since Dec 2024
Show all (81)
Machine Learning38
Electron Microscopy (SEM/TEM)24
CAPA22
AI Agents19
CI/CD18
Computer Vision16
Platform Engineering11
TCP/IP11
Anomaly Detection10
Digital Twin9
Incident Management9
Master Data Management9
ETL/ELT8
RAG8
Ellipsometry6
AIOps5
DNS5
IAM5
Prompt Engineering5
Multimodal AI4
PID Control4
PKI4
HPC4
VPN4
FinOps3
Function Calling3
Human-in-the-Loop3
Knowledge Graph3
MBSE3
Photolithography3
SOAP3
BGP2

And 41 more, each named in fewer postings.

What other technologies does Lam Research use?

SAP Workflow is named in <1% of job postings at Lam Research.

SAP Workflow 1 <1% required in 100% · 1 open now · since Sep 2026

What does each Lam Research team work with?

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

Industrial Engineering

308 postings
Siemens NX35
SolidWorks31
Python18
AutoCAD9
MATLAB7
Power BI7

Hardware

53 postings
AutoCAD23
OrCAD19
EtherCAT10
C++6
MATLAB5
Python5

Backend

51 postings
Python16
C++11
C#7
Java5
EtherCAT4
Windows4

Operations

50 postings
Power BI19
Microsoft Excel16
AutoCAD2

Management

36 postings
Microsoft Excel11
Power BI11
PowerShell2
Tableau2

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How much does Lam Research pay by technology?

Median stated pay of the postings that name each technology, against the median of all Lam Research postings with stated pay: $231k across 166 postings.

TechnologyPostings with payMedianvs company median
Python53$231k0%
MATLAB32$231k0%
Azure21$287k+24%
Power BI21$211k−9%
SQL18$259k+12%
C++12$231k0%
C#11$231k0%
Azure DevOps7$253k+10%
AWS6$287k+24%
Spark6$287k+24%

How is the Lam Research 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
ChatGPTOct 2026
UnixSep 2026
RaySep 2026
Verification & ValidationAug 2026
SystemVerilogAug 2026
Adobe Premiere ProAug 2026
MBSEAug 2026
AngularAug 2026
Rising
Plasma Etch4% → 10%
ALD4% → 9%
PVD3% → 8%
GD&T6% → 10%
JMP5% → 9%
Minitab4% → 8%
Siemens NX4% → 8%
CVD4% → 7%
Falling
MATLAB17% → 12%
SQL9% → 5%
Azure8% → 5%
PowerShell4% → 1%
Not named for 6 months
AnsibleApr 2026
MySQLMar 2026
BGPJan 2026

How modern is the Lam Research stack?

Cutting-edge AI adopter 79/100

Lam Research 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: 7; legacy ones: 1.

How common is the Lam Research stack in its industry?

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

Python52%
Power BI29%
MATLAB26%
SQL37%
C++53%
Azure27%
C#53%
Windows38%
AWS21%
Azure DevOps15%

What sets Lam Research apart

Microsoft Defender4%
LangGraph4%
SAP BTP3%
ControlNet1%
Hadoop4%
Okta3%
OpenTelemetry3%
SAP Fiori4%
Stable Diffusion1%
YARA1%

Questions about the Lam Research tech stack

What programming languages does Lam Research use?

The languages named in Lam Research job postings are Python (25%), MATLAB (14%), SQL (8%), C++ (7%), C# (5%), as a share of the 730 postings of the last 12 months.

Does Lam Research use PyTorch?

Yes. PyTorch is named in 8 of 730 job postings (1%) and required in 7 of them.

What cloud and platforms does Lam Research use?

The cloud and platforms named in Lam Research job postings are Power BI (103), Azure (48), Windows (21) (postings in brackets).

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

Industrial Engineering postings at Lam Research most often require Siemens NX (35), SolidWorks (31), Python (18), AutoCAD (9), out of 308 postings in the last 12 months.

Is the Lam Research tech stack changing?

Yes. ChatGPT, Unix, Ray, Verification & Validation first appeared in Lam Research job postings in the last six months.

How modern is the Lam Research tech stack?

Lam Research 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: 7; legacy ones: 1.

How does Alion know the Lam Research tech stack?

Alion reads every job posting Lam Research publishes and tags the technologies each one names. The figures on this page count the 730 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, "Lam Research tech stack: 280 technologies from 730 job postings", as of Nov 10, 2026. https://alion.io/company/lam-research/technologies

Licence: CC BY-SA 4.0JSON