Nanyang Technological University tech stack

Nanyang Technological University builds mostly with Python, MATLAB, C++, SQL. Its stack also includes PyTorch, Linux, TensorFlow, Power BI. Python is named in 197 of the 360 job postings Nanyang Technological University published in the last 12 months (55%). Counted by Alion from the job postings of Nanyang Technological University, updated Oct 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 30, 2026
Technologies in use
252
Postings analysed
360
Open now
205
Modernity
79 /100
New in 6 months
8

What programming languages does Nanyang Technological University use?

Python is named in 55% of job postings at Nanyang Technological University, followed by MATLAB (19%), C++ (14%), SQL (3%).

Python 197 55% required in 94% · 117 open now · since Jan 2023
MATLAB 67 19% required in 93% · 40 open now · since Jan 2023
C++ 50 14% required in 88% · 27 open now · since Jan 2023
SQL 12 3% required in 92% · 9 open now · since Jul 2026
SPSS 12 3% required in 75% · 7 open now · since Jun 2023
JavaScript 8 2% required in 50% · 7 open now · since Jan 2023
Fortran 7 2% required in 100% · 5 open now · since Aug 2026
Java 7 2% required in 86% · 4 open now · since Feb 2026
Show all (23)
Stata6
Julia5
TypeScript4
Bash3
Node JS3
C3
C#3
Rust3
PHP3
Embedded C2
SystemVerilog2
Verilog2
Go1
PowerShell1
VHDL1

What frameworks and libraries does Nanyang Technological University use?

PyTorch is named in 12% of job postings at Nanyang Technological University, followed by TensorFlow (5%), ROS (3%), Scikit-learn (2%).

PyTorch 43 12% required in 88% · 23 open now · since Feb 2025
TensorFlow 18 5% required in 89% · 10 open now · since Feb 2025
ROS 12 3% required in 92% · 9 open now · since Jan 2023
Scikit-learn 6 2% required in 100% · 1 open now · since Nov 2025
Transformers 6 2% required in 67% · 4 open now · since Oct 2025
ROS2 5 1% required in 100% · 4 open now · since Jun 2025
MuJoCo 4 1% required in 75% · 2 open now · since Aug 2026
TensorFlow C++ 3 1% required in 100% · 1 open now · since Jul 2026
Show all (38)
Gradio3
OpenCV3
React.js3
JAX2
MoveIt2
PyTorch C++2
React Native2
SGLang2
Bootstrap2
PyQt2
Accelerate1
ArduPilot1
Autoware1
COLMAP1
Dagster1
Keras1
LangChain1
LangGraph1
NumPy1
Orekit1
Pandas1
Psychopy1
Pytest1
Ray1
SDL1
TRL1
TensorRT-LLM1
robot_localization1
Lottie1
Tailwind CSS1

What databases does Nanyang Technological University use?

PostgreSQL is named in <1% of job postings at Nanyang Technological University, followed by SAP HANA (<1%), Snowflake (<1%).

PostgreSQL 1 <1% required in 100% · 1 open now · since Sep 2026
SAP HANA 1 <1% required in 100% · 1 open now · since Jul 2026
Snowflake 1 <1% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Nanyang Technological University use?

Linux is named in 6% of job postings at Nanyang Technological University, followed by Power BI (4%), AWS (4%), GCP (4%).

Linux 20 6% required in 95% · 16 open now · since May 2026
Power BI 16 4% required in 100% · 7 open now · since Jun 2026
AWS 15 4% required in 93% · 11 open now · since Mar 2026
GCP 13 4% required in 92% · 9 open now · since Mar 2026
Azure 12 3% required in 92% · 7 open now · since Mar 2026
GitHub 7 2% required in 100% · 4 open now · since May 2026
Hugging Face 6 2% required in 100% · 5 open now · since Apr 2026
LocalAI 5 1% required in 100% · 3 open now · since Mar 2026
Show all (34)
Windows5
Kubernetes4
Tableau4
vLLM4
.NET3
QlikSense3
Unix3
GitLab2
SIEM2
Active Directory1
Airflow1
Amazon ECS1
Apollo1
CentOS Stream1
DLP1
GitLab CI1
Ollama1
OpenAI1
Spark1
Supabase1
TGI1
Ubuntu1
Figma1
Grafana1
MLFlow1
Weights & Biases1

What developer tools does Nanyang Technological University use?

Git is named in 4% of job postings at Nanyang Technological University, followed by Docker (3%), Microsoft Excel (3%), Copilot (2%).

Git 16 4% required in 88% · 10 open now · since Mar 2026
Docker 12 3% required in 100% · 8 open now · since Mar 2026
Microsoft Excel 11 3% required in 100% · 7 open now · since Apr 2025
Copilot 7 2% required in 100% · 5 open now · since Jul 2026
Adobe Illustrator 6 2% required in 33% · 4 open now · since Jul 2026
SolidWorks 5 1% required in 80% · 2 open now · since Apr 2025
Cursor 4 1% required in 100% · 3 open now · since Jul 2026
Gazebo 4 1% required in 100% · 3 open now · since Jun 2025
Show all (51)
Terraform4
Adobe Photoshop4
Canva4
AirSim3
Rest API3
Simulink3
WordPress3
Abaqus2
AutoCAD2
Isaac Gym2
PSCAD2
PSS/E2
PowerFactory2
Agisoft Metashape2
TensorRT2
ANSYS1
Adobe After Effects1
Altium Designer1
Ansible1
Automatic11111
Claude Code1
ComfyUI1
Drupal1
Fusion 3601
GMAT1
Google ADK1
GraphQL1
Helm1
InfiniBand1
Jenkins1
LTspice1
MAVLink1

And 11 more, each named in fewer postings.

What AI and ML technologies does Nanyang Technological University use?

LLM is named in 9% of job postings at Nanyang Technological University, followed by Claude (1%), LoRA (1%), PEFT (1%).

LLM 34 9% required in 97% · 21 open now · since Oct 2025
Claude 5 1% required in 100% · 4 open now · since Jul 2026
LoRA 4 1% required in 100% · 2 open now · since Jul 2026
PEFT 4 1% required in 100% · 2 open now · since Jul 2026
ChatGPT 3 1% required in 100% · 1 open now · since Aug 2026
Gaussian Splatting 2 1% required in 100% · 2 open now · since Sep 2026
Gemini 2 1% required in 100% · 1 open now · since Jul 2026
YOLO 2 1% required in 100% · 2 open now · since Nov 2025
Show all (14)
BERT1
Gemma1
Llama1
Qwen1
Stable Diffusion1
VLM1

Which engineering practices does Nanyang Technological University ask for?

Machine Learning is named in 33% of job postings at Nanyang Technological University, followed by Multimodal AI (8%), AI Agents (7%), Computer Vision (6%).

Machine Learning 119 33% required in 97% · 61 open now · since Jan 2025
Multimodal AI 29 8% required in 93% · 17 open now · since Aug 2025
AI Agents 25 7% required in 96% · 19 open now · since Oct 2025
Computer Vision 23 6% required in 96% · 11 open now · since Aug 2025
Reinforcement Learning 23 6% required in 96% · 12 open now · since Jun 2025
RAG 19 5% required in 100% · 13 open now · since Mar 2026
Embodied AI 15 4% required in 100% · 7 open now · since Jun 2026
Reinforcement Learning 15 4% required in 93% · 7 open now · since Jun 2025
Show all (89)
Prompt Engineering14
CI/CD14
Fine-tuning13
NLP13
Mixture of Experts9
Vision-Language-Action9
HPC8
LLM Guardrails6
Time Series6
World Models6
Function Calling5
Multi-Agent Systems5
Path Planning5
Digital Twin4
Obstacle Avoidance4
Cell Culture3
Federated Learning3
HPLC3
Human-in-the-Loop3
IAM3
Motion Planning3
Perception3
Recommender Systems3
SFT3
Western Blot3
ALD2
Autonomous Navigation2
Confocal Microscopy2
Context Engineering2
Diffusion Models2
Explainable AI2
Flow Cytometry2

And 49 more, each named in fewer postings.

What does each Nanyang Technological University team work with?

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

Science & Research

192 postings
Python99
MATLAB51
C++22
PyTorch17
SPSS9
TensorFlow9

AI/ML

68 postings
Python55
LLM22
PyTorch14
Git13
C++12
Docker11

Security

9 postings
Python4
C++3
LLM3
Linux3
PyTorch3
Java2

Education

9 postings
Power BI3
Microsoft Excel2

Early Careers

9 postings
Power BI3
Canva2

Analytics

7 postings
Python5
Power BI3
Azure2
QlikSense2
SQL2

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How is the Nanyang Technological University 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
PSCADOct 2026
PSS/EOct 2026
PowerFactoryOct 2026
Cell CultureOct 2026
Molecular CloningOct 2026
Good Clinical PracticeOct 2026
Context EngineeringOct 2026
HallucinationOct 2026
Rising
LLM5% → 11%
Prompt Engineering0% → 5%
Microsoft Excel0% → 5%
RAG2% → 6%
NLP0% → 4%
Git2% → 5%
SPSS0% → 3%
Fortran0% → 3%
Falling
MATLAB25% → 16%
TensorFlow9% → 3%
Computer Vision9% → 5%
Linux9% → 5%
AWS7% → 3%
Claude4% → 0%
Cursor4% → 0%
Kubernetes4% → 0%
Not named for 6 months
Embedded CMar 2026

How modern is the Nanyang Technological University stack?

Cutting-edge AI adopter 79/100

Nanyang Technological University 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: 14; legacy ones: 0.

How common is the Nanyang Technological University stack in its industry?

Share of the 1,749 companies in the same industries, whose stack Alion knows, that use each technology.

Python40%
MATLAB13%
C++16%
PyTorch11%
LLM12%
Linux24%
TensorFlow7%
Power BI17%
AWS17%
GCP13%

What sets Nanyang Technological University apart

ROS3%
Fortran4%
Hugging Face2%
Scikit-learn4%
Transformers2%
Julia3%
LocalAI0%
ROS22%
LoRA1%
MuJoCo1%

Questions about the Nanyang Technological University tech stack

What programming languages does Nanyang Technological University use?

The languages named in Nanyang Technological University job postings are Python (55%), MATLAB (19%), C++ (14%), SQL (3%), SPSS (3%), as a share of the 360 postings of the last 12 months.

Does Nanyang Technological University use PyTorch?

Yes. PyTorch is named in 43 of 360 job postings (12%) and required in 38 of them.

What cloud and platforms does Nanyang Technological University use?

The cloud and platforms named in Nanyang Technological University job postings are Linux (20), Power BI (16), AWS (15) (postings in brackets).

What skills do you need for a Science & Research job at Nanyang Technological University?

Science & Research postings at Nanyang Technological University most often require Python (99), MATLAB (51), C++ (22), PyTorch (17), out of 192 postings in the last 12 months.

Is the Nanyang Technological University tech stack changing?

Yes. PSCAD, PSS/E, PowerFactory, Cell Culture first appeared in Nanyang Technological University job postings in the last six months.

How modern is the Nanyang Technological University tech stack?

Nanyang Technological University 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: 14; legacy ones: 0.

How does Alion know the Nanyang Technological University tech stack?

Alion reads every job posting Nanyang Technological University publishes and tags the technologies each one names. The figures on this page count the 360 postings of the last 12 months and were updated on Oct 30, 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, "Nanyang Technological University tech stack: 252 technologies from 360 job postings", as of Oct 30, 2026. https://alion.io/company/nanyang-technological-university/technologies

Licence: CC BY-SA 4.0JSON