Lawrence Livermore National Laboratory
High-Performance Computing · National Security

Lawrence Livermore National Laboratory tech stack

Lawrence Livermore National Laboratory builds mostly with Python, C++, MATLAB, Java. Its stack also includes Linux, Unix, PyTorch, TensorFlow. Python is named in 106 of the 199 job postings Lawrence Livermore National Laboratory published in the last 12 months (53%). Counted by Alion from the job postings of Lawrence Livermore National Laboratory, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
215
Postings analysed
199
Open now
89
Modernity
68 /100
New in 6 months
8

What programming languages does Lawrence Livermore National Laboratory use?

Python is named in 53% of job postings at Lawrence Livermore National Laboratory, followed by C++ (24%), MATLAB (24%), Java (14%).

Python 106 53% required in 100% · 49 open now · since Feb 2026
C++ 48 24% required in 100% · 24 open now · since Feb 2026
MATLAB 48 24% required in 98% · 27 open now · since Feb 2026
Java 27 14% required in 100% · 7 open now · since Jun 2026
SQL 13 7% required in 100% · 2 open now · since Jun 2026
JavaScript 12 6% required in 92% · 1 open now · since Jul 2026
PowerShell 11 6% required in 100% · 1 open now · since Jun 2026
C# 9 5% required in 89% · 1 open now · since Jun 2026
Show all (23)
TypeScript9
PHP8
Fortran6
Julia5
Rust4
Node JS4
Assembly4
C3
Bash2
Lua2
Perl2
Visual Basic2
Go1
Kotlin1
R1

What frameworks and libraries does Lawrence Livermore National Laboratory use?

PyTorch is named in 8% of job postings at Lawrence Livermore National Laboratory, followed by TensorFlow (6%), Angular (4%), React.js (4%).

PyTorch 15 8% required in 100% · 5 open now · since Mar 2026
TensorFlow 12 6% required in 100% · 4 open now · since Mar 2026
Angular 8 4% required in 100% · 1 open now · since Jul 2026
React.js 7 4% required in 100% · 1 open now · since Jul 2026
TensorFlow C++ 4 2% required in 100% · since Aug 2026
JAX 3 2% required in 100% · 1 open now · since Aug 2026
Plotly 3 2% required in 100% · since Aug 2026
Scikit-learn 3 2% required in 100% · 1 open now · since Apr 2026
Show all (36)
Spring Boot3
Vue.js3
FastAPI2
Flask2
LangChain2
LlamaIndex2
MPI2
NumPy2
OpenCV2
Quarkus2
ROS2
Ray2
SciML2
SciPy2
CUDA1
Dagster1
Fastify1
GDAL1
Keras1
Matplotlib1
NLTK1
OpenGL1
Pandas1
PostGIS1
Shiny1
Streamlit1
libpcap1
scikit-image1

What databases does Lawrence Livermore National Laboratory use?

Oracle is named in 4% of job postings at Lawrence Livermore National Laboratory, followed by MySQL (3%), Cassandra (2%), DynamoDB (2%).

Oracle 8 4% required in 100% · since Jun 2026
MySQL 5 3% required in 100% · since Jun 2026
Cassandra 3 2% required in 100% · since Jun 2026
DynamoDB 3 2% required in 100% · since Jun 2026
MS SQL 3 2% required in 100% · 1 open now · since Jun 2026
PostgreSQL 3 2% required in 67% · 1 open now · since Jun 2026
MariaDB 2 1% required in 100% · since Sep 2026
Neo4j 2 1% required in 100% · 1 open now · since Aug 2026
Show all (9)
ElasticSearch1

What cloud and platforms does Lawrence Livermore National Laboratory use?

Linux is named in 14% of job postings at Lawrence Livermore National Laboratory, followed by Unix (8%), Windows (8%), Kubernetes (7%).

Linux 28 14% required in 100% · 8 open now · since May 2026
Unix 16 8% required in 100% · 6 open now · since Apr 2026
Windows 15 8% required in 100% · 2 open now · since Jun 2026
Kubernetes 14 7% required in 100% · 5 open now · since Jun 2026
AWS 13 7% required in 100% · 2 open now · since Jun 2026
Azure 9 5% required in 100% · 1 open now · since Jun 2026
Splunk 9 5% required in 100% · 4 open now · since Jul 2026
Power BI 6 3% required in 100% · 1 open now · since Aug 2026
Show all (42)
SIEM6
Active Directory5
GitLab5
Corelight4
GitHub4
OpenShift4
Security Onion4
VMWare4
Windows Server4
Amazon S33
Bitbucket3
Datadog3
GCP3
Grafana3
AWS Bedrock2
Amazon EKS2
NATS2
.NET1
Amazon SageMaker1
Anthropic1
AppDynamics1
Azure AKS1
Cognos1
Dynatrace1
Google GKE1
Hugging Face1
MicroStrategy1
Microsoft Entra ID1
OpenAI1
Prefect1
Red Hat1
Spark1

And 2 more, each named in fewer postings.

What developer tools does Lawrence Livermore National Laboratory use?

Git is named in 11% of job postings at Lawrence Livermore National Laboratory, followed by Docker (9%), Simulink (7%), SolidWorks (6%).

Git 22 11% required in 100% · 6 open now · since May 2026
Docker 18 9% required in 94% · 6 open now · since Jul 2026
Simulink 13 7% required in 100% · 8 open now · since Feb 2026
SolidWorks 12 6% required in 92% · 6 open now · since Mar 2026
AutoCAD 11 6% required in 100% · 4 open now · since Feb 2026
Ansible 7 4% required in 100% · 2 open now · since Jun 2026
IDA Pro 7 4% required in 100% · 4 open now · since Jun 2026
SLURM 7 4% required in 100% · 1 open now · since Jul 2026
Show all (60)
PowerWorld6
ANSYS5
Rest API5
Terraform5
Wireshark5
Apache HTTP Server4
Apache Tomcat4
Binary Ninja4
Cuckoo Sandbox4
FTK4
Ghidra4
Jenkins4
Matter4
Microsoft Excel4
Nmap4
OpenDSS4
Snort4
Suricata4
WinDbg4
Zeek4
x64dbg4
Drupal3
WordPress3
Abaqus2
Chef2
MCNP2
MQTT2
Model Context Protocol2
Nginx2
PSCAD2
PSS/E2
Podman2

And 20 more, each named in fewer postings.

What AI and ML technologies does Lawrence Livermore National Laboratory use?

LLM is named in 6% of job postings at Lawrence Livermore National Laboratory.

LLM 11 6% required in 100% · 4 open now · since Feb 2026

Which engineering practices does Lawrence Livermore National Laboratory ask for?

Machine Learning is named in 30% of job postings at Lawrence Livermore National Laboratory, followed by HPC (11%), CI/CD (9%), AI Agents (5%).

Machine Learning 60 30% required in 98% · 30 open now · since Feb 2026
HPC 22 11% required in 100% · 8 open now · since Apr 2026
CI/CD 17 9% required in 100% · 3 open now · since Jun 2026
AI Agents 9 5% required in 100% · 2 open now · since Feb 2026
Configuration Management 8 4% required in 100% · 2 open now · since Jun 2026
Multimodal AI 7 4% required in 100% · 1 open now · since Mar 2026
Transfer Learning 6 3% required in 100% · 2 open now · since Aug 2026
Reinforcement Learning 5 3% required in 100% · since Apr 2026
Show all (44)
Computer Vision4
DNS4
EVMS4
GD&T4
Incident Management4
Knowledge Graph4
RAG4
Design of Experiments3
Diffusion Models3
Fine-tuning3
NLP3
Red Teaming3
SLI/SLO/SLA3
Self-Supervised Learning3
Time Series3
ASME NQA-12
ETL/ELT2
Electron Microscopy (SEM/TEM)2
Explainable AI2
Human-in-the-Loop2
Interpretability2
PKI2
Confocal Microscopy1
Digital Twin1
EUV1
Function Calling1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Platform Engineering1
Semantic Search1
Sentiment Analysis1

And 4 more, each named in fewer postings.

What does each Lawrence Livermore National Laboratory team work with?

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

AI/ML

33 postings
Python28
C++12
PyTorch12
MATLAB10
TensorFlow8
Linux5

Early Careers

28 postings
Python16
C++10
MATLAB7
OpenDSS4
PowerWorld4
Simulink4

Industrial Engineering

27 postings
SolidWorks7
Python6
AutoCAD5
MATLAB4
Active Directory2
C++2

Backend

17 postings
Python14
Git13
JavaScript9
Angular8
Docker8
Java8

Security

15 postings
Java10
Python9
IDA Pro7
AWS5
Azure5
C#5

Science & Research

10 postings
MATLAB6
C#2
SQL2

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How much does Lawrence Livermore National Laboratory pay by technology?

Median stated pay of the postings that name each technology, against the median of all Lawrence Livermore National Laboratory postings with stated pay: $155k across 189 postings.

TechnologyPostings with payMedianvs company median
Python101$155k0%
MATLAB45$186k+20%
C++45$143k−7%
Java27$186k+20%
Linux27$155k0%
Unix16$186k+20%
Windows15$186k+20%
PyTorch15$143k−7%
Kubernetes14$204k+32%
AWS13$223k+44%

How is the Lawrence Livermore National Laboratory 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
MQTTNov 2026
NATSNov 2026
ROSNov 2026
EVMSNov 2026
ASME NQA-1Oct 2026
ChefOct 2026
PodmanOct 2026
OpenShiftOct 2026
Rising
MATLAB8% → 27%
Power BI0% → 4%
Transfer Learning0% → 4%
Fortran0% → 3%
PowerWorld0% → 3%
Rest API0% → 3%
Wireshark0% → 3%
Binary Ninja0% → 3%
Falling
Java38% → 11%
CI/CD31% → 6%
Unix23% → 6%
Azure19% → 3%
Linux27% → 13%
AWS19% → 5%
HPC23% → 10%
Kubernetes19% → 6%
Not named for 6 months
PSCADMay 2026
PSS/EMay 2026
PowerFactoryMay 2026

How modern is the Lawrence Livermore National Laboratory stack?

Modern AI adopter 68/100

Lawrence Livermore National Laboratory scores 68 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 1.

How common is the Lawrence Livermore National Laboratory stack in its industry?

Share of the 754 companies in the same industries, whose stack Alion knows, that use each technology.

Python75%
C++37%
MATLAB23%
Linux51%
Java27%
Unix21%
PyTorch24%
Windows37%
Kubernetes35%
AWS32%

What sets Lawrence Livermore National Laboratory apart

Corelight1%
Security Onion1%
Cassandra3%
Datadog4%
DynamoDB4%
Plotly3%

Questions about the Lawrence Livermore National Laboratory tech stack

What programming languages does Lawrence Livermore National Laboratory use?

The languages named in Lawrence Livermore National Laboratory job postings are Python (53%), C++ (24%), MATLAB (24%), Java (14%), SQL (7%), as a share of the 199 postings of the last 12 months.

Does Lawrence Livermore National Laboratory use PyTorch?

Yes. PyTorch is named in 15 of 199 job postings (8%) and required in 15 of them.

What cloud and platforms does Lawrence Livermore National Laboratory use?

The cloud and platforms named in Lawrence Livermore National Laboratory job postings are Linux (28), Unix (16), Windows (15) (postings in brackets).

What skills do you need for a AI/ML job at Lawrence Livermore National Laboratory?

AI/ML postings at Lawrence Livermore National Laboratory most often require Python (28), C++ (12), PyTorch (12), MATLAB (10), out of 33 postings in the last 12 months.

Is the Lawrence Livermore National Laboratory tech stack changing?

Yes. MQTT, NATS, ROS, EVMS first appeared in Lawrence Livermore National Laboratory job postings in the last six months.

How modern is the Lawrence Livermore National Laboratory tech stack?

Lawrence Livermore National Laboratory scores 68 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 1.

How does Alion know the Lawrence Livermore National Laboratory tech stack?

Alion reads every job posting Lawrence Livermore National Laboratory publishes and tags the technologies each one names. The figures on this page count the 199 postings of the last 12 months and were updated on Nov 11, 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, "Lawrence Livermore National Laboratory tech stack: 215 technologies from 199 job postings", as of Nov 11, 2026. https://alion.io/company/llnl/technologies

Licence: CC BY-SA 4.0JSON