# National University of Singapore - **Answer**: National University of Singapore builds mostly with Python, MATLAB, C++, JavaScript. Its stack also includes Power BI, PyTorch, Linux, TensorFlow. Python is named in 39 of the 109 job postings National University of Singapore published in the last 12 months (36%). Counted by Alion from the job postings of National University of Singapore, updated Nov 14, 2026. - **Window days**: 365 - **Postings analysed**: 109 - **Open postings**: 64 - **Technologies in use**: 139 - **Modernity score**: 77 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 43684 - **Name**: National University of Singapore - **Domain**: nus.edu.sg - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 39; Share: 0.3578; Required: 34; Open postings: 24; First seen: 2026-08-25 - **Machine Learning** — Layer: practices; Postings: 20; Share: 0.1835; Required: 19; Open postings: 14; First seen: 2026-10-23 - **MATLAB** — Layer: languages; Postings: 16; Share: 0.1468; Required: 13; Open postings: 10; First seen: 2026-10-23 - **C++** — Layer: languages; Postings: 9; Share: 0.0826; Required: 8; Open postings: 2; First seen: 2026-10-23 - **Cell Culture** — Layer: practices; Postings: 8; Share: 0.0734; Required: 8; Open postings: 6; First seen: 2026-10-28 - **Microsoft Excel** — Layer: tools; Postings: 7; Share: 0.0642; Required: 7; Open postings: 4; First seen: 2026-08-17 - **Power BI** — Layer: cloud; Postings: 7; Share: 0.0642; Required: 7; Open postings: 3; First seen: 2026-08-17 - **PyTorch** — Layer: frameworks; Postings: 7; Share: 0.0642; Required: 7; Open postings: 3; First seen: 2026-10-23 - **LLM** — Layer: ai; Postings: 6; Share: 0.055; Required: 5; Open postings: 3; First seen: 2026-08-25 - **Linux** — Layer: cloud; Postings: 6; Share: 0.055; Required: 5; Open postings: 2; First seen: 2026-08-31 - **JavaScript** — Layer: languages; Postings: 6; Share: 0.055; Required: 4; Open postings: 2; First seen: 2026-08-20 - **Adobe Photoshop** — Layer: tools; Postings: 5; Share: 0.0459; Required: 5; Open postings: 4; First seen: 2026-08-01 - **CRISPR** — Layer: practices; Postings: 5; Share: 0.0459; Required: 5; Open postings: 5; First seen: 2026-11-03 - **Multimodal AI** — Layer: practices; Postings: 5; Share: 0.0459; Required: 5; Open postings: 1; First seen: 2026-09-17 - **ANSYS** — Layer: tools; Postings: 4; Share: 0.0367; Required: 4; Open postings: 2; First seen: 2026-10-27 - **Canva** — Layer: tools; Postings: 4; Share: 0.0367; Required: 4; Open postings: 2; First seen: 2026-08-14 - **OpenFOAM** — Layer: tools; Postings: 4; Share: 0.0367; Required: 4; Open postings: 0; First seen: 2026-10-27 - **RAG** — Layer: practices; Postings: 4; Share: 0.0367; Required: 4; Open postings: 3; First seen: 2026-09-17 - **AI Agents** — Layer: practices; Postings: 4; Share: 0.0367; Required: 3; Open postings: 1; First seen: 2026-08-18 - **Flow Cytometry** — Layer: practices; Postings: 3; Share: 0.0275; Required: 3; Open postings: 3; First seen: 2026-11-03 - **GCP** — Layer: cloud; Postings: 3; Share: 0.0275; Required: 3; Open postings: 2; First seen: 2026-09-14 - **Git** — Layer: tools; Postings: 3; Share: 0.0275; Required: 3; Open postings: 2; First seen: 2026-10-23 - **Human-in-the-Loop** — Layer: practices; Postings: 3; Share: 0.0275; Required: 3; Open postings: 2; First seen: 2026-09-17 - **NLP** — Layer: practices; Postings: 3; Share: 0.0275; Required: 3; Open postings: 2; First seen: 2026-10-23 - **PCR** — Layer: practices; Postings: 3; Share: 0.0275; Required: 3; Open postings: 3; First seen: 2026-10-28 - **Reinforcement Learning** — Layer: practices; Postings: 3; Share: 0.0275; Required: 3; Open postings: 1; First seen: 2026-10-23 - **SPSS** — Layer: languages; Postings: 3; Share: 0.0275; Required: 3; Open postings: 3; First seen: 2026-08-19 - **TensorFlow** — Layer: frameworks; Postings: 3; Share: 0.0275; Required: 3; Open postings: 2; First seen: 2026-10-23 - **Molecular Cloning** — Layer: practices; Postings: 3; Share: 0.0275; Required: 2; Open postings: 3; First seen: 2026-11-04 - **Stata** — Layer: languages; Postings: 3; Share: 0.0275; Required: 2; Open postings: 3; First seen: 2026-08-19 - **Western Blot** — Layer: practices; Postings: 3; Share: 0.0275; Required: 2; Open postings: 3; First seen: 2026-11-04 - **WordPress** — Layer: tools; Postings: 3; Share: 0.0275; Required: 2; Open postings: 2; First seen: 2026-08-01 - **React.js** — Layer: frameworks; Postings: 3; Share: 0.0275; Required: 1; Open postings: 1; First seen: 2026-08-20 - **PHP** — Layer: languages; Postings: 3; Share: 0.0275; Required: 0; Open postings: 2; First seen: 2026-08-01 - **AWS** — Layer: cloud; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-09-14 - **Adobe Illustrator** — Layer: tools; Postings: 2; Share: 0.0183; Required: 2; Open postings: 2; First seen: 2026-11-05 - **Agentic Workflows** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-09-17 - **CI/CD** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-10-23 - **Computer Vision** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-10-29 - **Confocal Microscopy** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-10-29 - **Digital Twin** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-10-28 - **Docker** — Layer: tools; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-08-31 - **FlowJo** — Layer: tools; Postings: 2; Share: 0.0183; Required: 2; Open postings: 2; First seen: 2026-11-05 - **Function Calling** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-09-17 - **Good Clinical Practice** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 2; First seen: 2026-10-28 - **GraphPad Prism** — Layer: tools; Postings: 2; Share: 0.0183; Required: 2; Open postings: 2; First seen: 2026-10-28 - **HPC** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 2; First seen: 2026-10-23 - **Imitation Learning** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 0; First seen: 2026-10-23 - **Kubernetes** — Layer: cloud; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-10-26 - **LLM Guardrails** — Layer: practices; Postings: 2; Share: 0.0183; Required: 2; Open postings: 1; First seen: 2026-09-22 - … 89 more in the JSON form ## Changes ### First appeared - **Adobe Illustrator** — First seen: 2026-11-05 - **FlowJo** — First seen: 2026-11-05 - **Next-Generation Sequencing** — First seen: 2026-11-05 - **Molecular Cloning** — First seen: 2026-11-04 - **Western Blot** — First seen: 2026-11-04 - **SQL** — First seen: 2026-11-03 - **CRISPR** — First seen: 2026-11-03 - **Flow Cytometry** — First seen: 2026-11-03 ## Similar stacks - [Nanyang Technological University](https://alion.io/company/nanyang-technological-university/technologies) — Shared technologies: 97 - [Agency for Science, Technology and Research](https://alion.io/company/a-star-edu/technologies) — Shared technologies: 91 - [Mayo Clinic](https://alion.io/company/mayo-clinic/technologies) — Shared technologies: 76 - [Genentech](https://alion.io/company/gene-com/technologies) — Shared technologies: 68 - [Pennsylvania State University](https://alion.io/company/psu-edu/technologies) — Shared technologies: 83 - [Infineon Technologies](https://alion.io/company/infineon-technologies/technologies) — Shared technologies: 87 - [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 85 - [EMD Group](https://alion.io/company/emdgroup/technologies) — Shared technologies: 84 --- [Page](https://alion.io/company/nus/technologies) · [JSON](https://alion.io/company/nus/technologies.json) Source: Alion (alion.io), 2026-11-14. 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