# Texas A&M University System - **Answer**: Texas A&M University System builds mostly with Python, PHP, SQL, C++. Its stack also includes Power BI, Windows, ROS2, Oracle. Python is named in 67 of the 260 job postings Texas A&M University System published in the last 12 months (26%). Counted by Alion from the job postings of Texas A&M University System, updated Nov 10, 2026. - **Window days**: 365 - **Postings analysed**: 260 - **Open postings**: 126 - **Technologies in use**: 161 - **Modernity score**: 67 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 4454 - **Name**: Texas A&M University System - **Domain**: tamus.edu - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 67; Share: 0.2577; Required: 39; Open postings: 35; First seen: 2025-12-04 - **Machine Learning** — Layer: practices; Postings: 35; Share: 0.1346; Required: 27; Open postings: 17; First seen: 2025-12-04 - **PHP** — Layer: languages; Postings: 32; Share: 0.1231; Required: 8; Open postings: 23; First seen: 2026-05-26 - **Microsoft Excel** — Layer: tools; Postings: 29; Share: 0.1115; Required: 12; Open postings: 12; First seen: 2026-06-01 - **Power BI** — Layer: cloud; Postings: 23; Share: 0.0885; Required: 15; Open postings: 9; First seen: 2026-03-05 - **Windows** — Layer: cloud; Postings: 20; Share: 0.0769; Required: 8; Open postings: 6; First seen: 2026-06-18 - **SQL** — Layer: languages; Postings: 18; Share: 0.0692; Required: 12; Open postings: 9; First seen: 2026-03-05 - **Tableau** — Layer: cloud; Postings: 15; Share: 0.0577; Required: 11; Open postings: 7; First seen: 2026-03-05 - **C++** — Layer: languages; Postings: 15; Share: 0.0577; Required: 9; Open postings: 9; First seen: 2025-12-04 - **Linux** — Layer: cloud; Postings: 14; Share: 0.0538; Required: 7; Open postings: 7; First seen: 2026-05-27 - **MATLAB** — Layer: languages; Postings: 14; Share: 0.0538; Required: 3; Open postings: 9; First seen: 2026-05-14 - **SAS** — Layer: languages; Postings: 13; Share: 0.05; Required: 5; Open postings: 8; First seen: 2026-03-26 - **Canva** — Layer: tools; Postings: 12; Share: 0.0462; Required: 7; Open postings: 5; First seen: 2026-08-27 - **WordPress** — Layer: tools; Postings: 12; Share: 0.0462; Required: 7; Open postings: 6; First seen: 2026-05-26 - **Stata** — Layer: languages; Postings: 11; Share: 0.0423; Required: 7; Open postings: 8; First seen: 2026-05-26 - **JavaScript** — Layer: languages; Postings: 11; Share: 0.0423; Required: 4; Open postings: 1; First seen: 2026-07-13 - **Adobe Photoshop** — Layer: tools; Postings: 10; Share: 0.0385; Required: 6; Open postings: 5; First seen: 2026-08-25 - **Incident Management** — Layer: practices; Postings: 9; Share: 0.0346; Required: 9; Open postings: 2; First seen: 2026-06-11 - **Digital Twin** — Layer: practices; Postings: 9; Share: 0.0346; Required: 7; Open postings: 4; First seen: 2026-07-29 - **Git** — Layer: tools; Postings: 9; Share: 0.0346; Required: 4; Open postings: 2; First seen: 2026-08-06 - **AI Agents** — Layer: practices; Postings: 8; Share: 0.0308; Required: 8; Open postings: 6; First seen: 2026-05-27 - **PCR** — Layer: practices; Postings: 8; Share: 0.0308; Required: 7; Open postings: 7; First seen: 2026-07-14 - **Computer Vision** — Layer: practices; Postings: 8; Share: 0.0308; Required: 6; Open postings: 4; First seen: 2026-01-20 - **ROS2** — Layer: frameworks; Postings: 8; Share: 0.0308; Required: 6; Open postings: 5; First seen: 2026-01-20 - **SAP BusinessObjects** — Layer: cloud; Postings: 8; Share: 0.0308; Required: 4; Open postings: 2; First seen: 2026-09-03 - **SPSS** — Layer: languages; Postings: 7; Share: 0.0269; Required: 5; Open postings: 4; First seen: 2026-05-22 - **Cell Culture** — Layer: practices; Postings: 6; Share: 0.0231; Required: 5; Open postings: 4; First seen: 2025-11-17 - **DNS** — Layer: practices; Postings: 5; Share: 0.0192; Required: 3; Open postings: 3; First seen: 2026-07-21 - **Oracle** — Layer: data; Postings: 5; Share: 0.0192; Required: 3; Open postings: 1; First seen: 2026-03-05 - **CI/CD** — Layer: practices; Postings: 5; Share: 0.0192; Required: 1; Open postings: 1; First seen: 2026-08-04 - **Rest API** — Layer: tools; Postings: 5; Share: 0.0192; Required: 1; Open postings: 1; First seen: 2026-08-06 - **AutoCAD** — Layer: tools; Postings: 5; Share: 0.0192; Required: 0; Open postings: 3; First seen: 2026-07-07 - **HPC** — Layer: practices; Postings: 4; Share: 0.0154; Required: 4; Open postings: 3; First seen: 2026-04-28 - **Reinforcement Learning** — Layer: practices; Postings: 4; Share: 0.0154; Required: 4; Open postings: 1; First seen: 2026-08-18 - **LLM** — Layer: ai; Postings: 4; Share: 0.0154; Required: 3; Open postings: 2; First seen: 2026-08-10 - **ROS** — Layer: frameworks; Postings: 4; Share: 0.0154; Required: 3; Open postings: 2; First seen: 2026-01-20 - **TensorFlow** — Layer: frameworks; Postings: 4; Share: 0.0154; Required: 3; Open postings: 2; First seen: 2026-08-06 - **qPCR** — Layer: practices; Postings: 4; Share: 0.0154; Required: 3; Open postings: 3; First seen: 2026-10-21 - **Active Directory** — Layer: cloud; Postings: 4; Share: 0.0154; Required: 2; Open postings: 2; First seen: 2026-07-30 - **DHCP** — Layer: practices; Postings: 4; Share: 0.0154; Required: 2; Open postings: 2; First seen: 2026-07-21 - **Immunohistochemistry** — Layer: practices; Postings: 4; Share: 0.0154; Required: 2; Open postings: 4; First seen: 2026-09-21 - **Time Series** — Layer: practices; Postings: 4; Share: 0.0154; Required: 2; Open postings: 2; First seen: 2026-09-03 - **C#** — Layer: languages; Postings: 4; Share: 0.0154; Required: 1; Open postings: 1; First seen: 2026-08-06 - **GitHub** — Layer: cloud; Postings: 4; Share: 0.0154; Required: 1; Open postings: 1; First seen: 2026-09-09 - **Next-Generation Sequencing** — Layer: practices; Postings: 3; Share: 0.0115; Required: 3; Open postings: 3; First seen: 2026-10-29 - **Wi-Fi** — Layer: practices; Postings: 3; Share: 0.0115; Required: 3; Open postings: 1; First seen: 2026-07-21 - **Azure** — Layer: cloud; Postings: 3; Share: 0.0115; Required: 2; Open postings: 0; First seen: 2026-07-30 - **Bash** — Layer: languages; Postings: 3; Share: 0.0115; Required: 2; Open postings: 1; First seen: 2026-07-22 - **Mass Spectrometry** — Layer: practices; Postings: 3; Share: 0.0115; Required: 2; Open postings: 2; First seen: 2026-07-22 - **Microsoft Entra ID** — Layer: cloud; Postings: 3; Share: 0.0115; Required: 2; Open postings: 1; First seen: 2026-07-30 - … 111 more in the JSON form ## Changes ### First appeared - **Next-Generation Sequencing** — First seen: 2026-10-29 - **qPCR** — First seen: 2026-10-21 - **Flow Cytometry** — First seen: 2026-10-21 - **GCP** — First seen: 2026-10-21 - **Keras** — First seen: 2026-09-30 - **Cognos** — First seen: 2026-09-28 - **Julia** — First seen: 2026-09-28 - **Immunohistochemistry** — First seen: 2026-09-21 ### Rising - **Microsoft Excel** — Share from: 3; Share to: 13 - **PHP** — Share from: 6; Share to: 14 - **Canva** — Share from: 0; Share to: 6 - **Adobe Photoshop** — Share from: 0; Share to: 5 - **SAP BusinessObjects** — Share from: 0; Share to: 4 - **Power BI** — Share from: 6; Share to: 9 - **Tableau** — Share from: 3; Share to: 6 - **MATLAB** — Share from: 3; Share to: 6 ### Falling - **Linux** — Share from: 21; Share to: 3 - **Python** — Share from: 35; Share to: 23 - **ROS2** — Share from: 12; Share to: 1 - **Microsoft Entra ID** — Share from: 9; Share to: 0 - **AI Agents** — Share from: 9; Share to: 2 - **Windows** — Share from: 12; Share to: 7 - **JavaScript** — Share from: 9; Share to: 4 - **DNS** — Share from: 6; Share to: 1 ## Similar stacks - [Mass General Brigham](https://alion.io/company/massgeneralbrigham/technologies) — Shared technologies: 84 - [University of Washington](https://alion.io/company/university-of-washington/technologies) — Shared technologies: 97 - [The University of Texas at Austin](https://alion.io/company/utexas/technologies) — Shared technologies: 113 - [Pennsylvania State University](https://alion.io/company/psu-edu/technologies) — Shared technologies: 107 - [University of Maryland](https://alion.io/company/umd/technologies) — Shared technologies: 95 - [ExxonMobil](https://alion.io/company/exxonmobil/technologies) — Shared technologies: 84 - [Gilead Sciences](https://alion.io/company/gilead/technologies) — Shared technologies: 90 - [Eurofins Scientific](https://alion.io/company/eurofins/technologies) — Shared technologies: 112 --- [Page](https://alion.io/company/tamus/technologies) · [JSON](https://alion.io/company/tamus/technologies.json) Source: Alion (alion.io), 2026-11-11. 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