# University of Maryland - **Answer**: University of Maryland builds mostly with Python, SQL, JavaScript, Apex. Its stack also includes Linux, Windows, PyTorch, TensorFlow. Python is named in 33 of the 93 job postings University of Maryland published in the last 12 months (35%). Counted by Alion from the job postings of University of Maryland, updated Nov 12, 2026. - **Window days**: 365 - **Postings analysed**: 93 - **Open postings**: 47 - **Technologies in use**: 194 - **Modernity score**: 75 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3379 - **Name**: University of Maryland - **Domain**: umd.edu - **Url**: ## Technologies - **Machine Learning** — Layer: practices; Postings: 34; Share: 0.3656; Required: 33; Open postings: 18; First seen: 2025-01-13 - **Python** — Layer: languages; Postings: 33; Share: 0.3548; Required: 26; Open postings: 15; First seen: 2025-01-13 - **Linux** — Layer: cloud; Postings: 15; Share: 0.1613; Required: 15; Open postings: 6; First seen: 2026-03-20 - **CI/CD** — Layer: practices; Postings: 12; Share: 0.129; Required: 11; Open postings: 5; First seen: 2026-05-11 - **SQL** — Layer: languages; Postings: 12; Share: 0.129; Required: 10; Open postings: 6; First seen: 2026-04-21 - **Windows** — Layer: cloud; Postings: 11; Share: 0.1183; Required: 11; Open postings: 5; First seen: 2026-03-20 - **PyTorch** — Layer: frameworks; Postings: 11; Share: 0.1183; Required: 10; Open postings: 5; First seen: 2025-01-27 - **Azure** — Layer: cloud; Postings: 10; Share: 0.1075; Required: 10; Open postings: 2; First seen: 2026-02-02 - **ETL/ELT** — Layer: practices; Postings: 10; Share: 0.1075; Required: 10; Open postings: 4; First seen: 2026-04-21 - **Docker** — Layer: tools; Postings: 9; Share: 0.0968; Required: 8; Open postings: 5; First seen: 2026-05-11 - **Rest API** — Layer: tools; Postings: 9; Share: 0.0968; Required: 8; Open postings: 3; First seen: 2026-04-21 - **AWS** — Layer: cloud; Postings: 8; Share: 0.086; Required: 8; Open postings: 4; First seen: 2026-03-13 - **Git** — Layer: tools; Postings: 8; Share: 0.086; Required: 7; Open postings: 2; First seen: 2026-06-08 - **JavaScript** — Layer: languages; Postings: 8; Share: 0.086; Required: 5; Open postings: 1; First seen: 2026-02-02 - **GitHub** — Layer: cloud; Postings: 8; Share: 0.086; Required: 2; Open postings: 2; First seen: 2025-10-08 - **Canva** — Layer: tools; Postings: 7; Share: 0.0753; Required: 7; Open postings: 3; First seen: 2026-07-30 - **TensorFlow** — Layer: frameworks; Postings: 7; Share: 0.0753; Required: 6; Open postings: 3; First seen: 2025-01-27 - **Ansible** — Layer: tools; Postings: 6; Share: 0.0645; Required: 6; Open postings: 3; First seen: 2026-07-17 - **Computer Vision** — Layer: practices; Postings: 6; Share: 0.0645; Required: 6; Open postings: 2; First seen: 2025-12-12 - **DHCP** — Layer: practices; Postings: 6; Share: 0.0645; Required: 6; Open postings: 3; First seen: 2026-07-17 - **DNS** — Layer: practices; Postings: 6; Share: 0.0645; Required: 6; Open postings: 3; First seen: 2026-07-17 - **Power BI** — Layer: cloud; Postings: 6; Share: 0.0645; Required: 5; Open postings: 3; First seen: 2026-04-20 - **FastAPI** — Layer: frameworks; Postings: 5; Share: 0.0538; Required: 5; Open postings: 1; First seen: 2026-05-11 - **VPN** — Layer: practices; Postings: 5; Share: 0.0538; Required: 5; Open postings: 3; First seen: 2026-08-06 - **Apex** — Layer: languages; Postings: 5; Share: 0.0538; Required: 4; Open postings: 1; First seen: 2026-07-26 - **C++** — Layer: languages; Postings: 5; Share: 0.0538; Required: 4; Open postings: 1; First seen: 2025-01-27 - **Lightning Web Components** — Layer: frameworks; Postings: 5; Share: 0.0538; Required: 4; Open postings: 1; First seen: 2026-07-26 - **GCP** — Layer: cloud; Postings: 4; Share: 0.043; Required: 4; Open postings: 2; First seen: 2026-05-11 - **Grafana** — Layer: cloud; Postings: 4; Share: 0.043; Required: 4; Open postings: 2; First seen: 2026-07-17 - **Multimodal AI** — Layer: practices; Postings: 4; Share: 0.043; Required: 4; Open postings: 1; First seen: 2025-01-27 - **NLP** — Layer: practices; Postings: 4; Share: 0.043; Required: 4; Open postings: 3; First seen: 2026-06-11 - **PostgreSQL** — Layer: data; Postings: 4; Share: 0.043; Required: 4; Open postings: 2; First seen: 2026-06-08 - **Scikit-learn** — Layer: frameworks; Postings: 4; Share: 0.043; Required: 4; Open postings: 3; First seen: 2026-06-11 - **AI Agents** — Layer: practices; Postings: 4; Share: 0.043; Required: 3; Open postings: 2; First seen: 2026-03-13 - **Oracle** — Layer: data; Postings: 4; Share: 0.043; Required: 3; Open postings: 3; First seen: 2026-08-06 - **RAG** — Layer: practices; Postings: 4; Share: 0.043; Required: 3; Open postings: 1; First seen: 2026-02-02 - **Tableau** — Layer: cloud; Postings: 4; Share: 0.043; Required: 3; Open postings: 1; First seen: 2026-04-20 - **Unix** — Layer: cloud; Postings: 4; Share: 0.043; Required: 3; Open postings: 3; First seen: 2026-08-06 - **Active Directory** — Layer: cloud; Postings: 3; Share: 0.0323; Required: 3; Open postings: 1; First seen: 2026-07-17 - **BGP** — Layer: practices; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-08-06 - **Bash** — Layer: languages; Postings: 3; Share: 0.0323; Required: 3; Open postings: 1; First seen: 2026-06-08 - **Bitbucket** — Layer: cloud; Postings: 3; Share: 0.0323; Required: 3; Open postings: 1; First seen: 2026-03-09 - **CloudFormation** — Layer: tools; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-06-11 - **Flask** — Layer: frameworks; Postings: 3; Share: 0.0323; Required: 3; Open postings: 0; First seen: 2026-05-11 - **FreeBSD** — Layer: cloud; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-08-06 - **HPC** — Layer: practices; Postings: 3; Share: 0.0323; Required: 3; Open postings: 1; First seen: 2025-01-27 - **Kubernetes** — Layer: cloud; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-05-11 - **Nagios** — Layer: tools; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-08-06 - **OSPF** — Layer: practices; Postings: 3; Share: 0.0323; Required: 3; Open postings: 2; First seen: 2026-08-06 - **Platform Engineering** — Layer: practices; Postings: 3; Share: 0.0323; Required: 3; Open postings: 1; First seen: 2026-03-20 - … 144 more in the JSON form ## Changes ### First appeared - **Informatica** — First seen: 2026-10-30 - **CRISPR** — First seen: 2026-10-26 - **Immunohistochemistry** — First seen: 2026-10-19 - **SPSS** — First seen: 2026-09-11 - **NER** — First seen: 2026-08-27 - **Sentence-Transformers** — First seen: 2026-08-27 - **Transformers** — First seen: 2026-08-27 - **Node JS** — First seen: 2026-08-21 ### Rising - **Tableau** — Share from: 0; Share to: 6 - **Node JS** — Share from: 0; Share to: 6 - **Perl** — Share from: 0; Share to: 6 - **JavaScript** — Share from: 4; Share to: 9 - **Docker** — Share from: 7; Share to: 11 - **Power BI** — Share from: 4; Share to: 8 ### Falling - **Azure** — Share from: 19; Share to: 6 - **Apex** — Share from: 15; Share to: 2 - **Lightning Web Components** — Share from: 15; Share to: 2 - **Rest API** — Share from: 15; Share to: 8 - **Git** — Share from: 15; Share to: 8 - **GitHub** — Share from: 15; Share to: 8 - **ETL/ELT** — Share from: 15; Share to: 9 - **AWS** — Share from: 11; Share to: 6 ## Similar stacks - [The University of Texas at Austin](https://alion.io/company/utexas/technologies) — Shared technologies: 132 - [Vantor](https://alion.io/company/vantor/technologies) — Shared technologies: 126 - [Ericsson](https://alion.io/company/ericsson/technologies) — Shared technologies: 157 - [TransUnion](https://alion.io/company/transunion/technologies) — Shared technologies: 135 - [Thermo Fisher Scientific](https://alion.io/company/thermo-fisher-scientific/technologies) — Shared technologies: 149 - [The Cigna Group](https://alion.io/company/thecignagroup/technologies) — Shared technologies: 139 - [Genpact](https://alion.io/company/genpact/technologies) — Shared technologies: 154 - [Accenture Federal Services](https://alion.io/company/accenturefederal/technologies) — Shared technologies: 161 --- [Page](https://alion.io/company/umd/technologies) · [JSON](https://alion.io/company/umd/technologies.json) Source: Alion (alion.io), 2026-11-12. 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