# University of Miami - **Answer**: University of Miami builds mostly with Python, SQL, MATLAB, SPSS. Its stack also includes Power BI, GCP, Instructor, Oracle. Python is named in 25 of the 179 job postings University of Miami published in the last 12 months (14%). Counted by Alion from the job postings of University of Miami, updated Nov 7, 2026. - **Window days**: 365 - **Postings analysed**: 179 - **Open postings**: 166 - **Technologies in use**: 112 - **Modernity score**: 79 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 4141 - **Name**: University of Miami - **Domain**: miami.edu - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 25; Share: 0.1397; Required: 19; Open postings: 25; First seen: 2024-12-30 - **Flow Cytometry** — Layer: practices; Postings: 22; Share: 0.1229; Required: 21; Open postings: 22; First seen: 2026-04-02 - **Cell Culture** — Layer: practices; Postings: 22; Share: 0.1229; Required: 20; Open postings: 20; First seen: 2025-10-29 - **Microsoft Excel** — Layer: tools; Postings: 19; Share: 0.1061; Required: 16; Open postings: 19; First seen: 2026-01-30 - **Machine Learning** — Layer: practices; Postings: 18; Share: 0.1006; Required: 18; Open postings: 13; First seen: 2025-03-05 - **PCR** — Layer: practices; Postings: 18; Share: 0.1006; Required: 18; Open postings: 17; First seen: 2025-10-29 - **qPCR** — Layer: practices; Postings: 17; Share: 0.095; Required: 16; Open postings: 16; First seen: 2025-10-29 - **Immunohistochemistry** — Layer: practices; Postings: 14; Share: 0.0782; Required: 13; Open postings: 14; First seen: 2026-03-11 - **Western Blot** — Layer: practices; Postings: 13; Share: 0.0726; Required: 12; Open postings: 12; First seen: 2025-10-29 - **Good Clinical Practice** — Layer: practices; Postings: 12; Share: 0.067; Required: 12; Open postings: 12; First seen: 2026-09-04 - **Power BI** — Layer: cloud; Postings: 12; Share: 0.067; Required: 8; Open postings: 12; First seen: 2026-07-03 - **SQL** — Layer: languages; Postings: 11; Share: 0.0615; Required: 8; Open postings: 11; First seen: 2024-12-30 - **ELISA** — Layer: practices; Postings: 10; Share: 0.0559; Required: 8; Open postings: 10; First seen: 2026-04-02 - **GCP** — Layer: cloud; Postings: 9; Share: 0.0503; Required: 9; Open postings: 9; First seen: 2026-06-09 - **Next-Generation Sequencing** — Layer: practices; Postings: 9; Share: 0.0503; Required: 9; Open postings: 8; First seen: 2026-08-17 - **MATLAB** — Layer: languages; Postings: 8; Share: 0.0447; Required: 4; Open postings: 8; First seen: 2025-08-20 - **SPSS** — Layer: languages; Postings: 7; Share: 0.0391; Required: 6; Open postings: 7; First seen: 2025-09-21 - **Linux** — Layer: cloud; Postings: 7; Share: 0.0391; Required: 5; Open postings: 7; First seen: 2026-01-26 - **CRISPR** — Layer: practices; Postings: 6; Share: 0.0335; Required: 6; Open postings: 6; First seen: 2026-09-15 - **Confocal Microscopy** — Layer: practices; Postings: 6; Share: 0.0335; Required: 6; Open postings: 6; First seen: 2026-07-27 - **Git** — Layer: tools; Postings: 6; Share: 0.0335; Required: 3; Open postings: 6; First seen: 2026-10-08 - **GraphPad Prism** — Layer: tools; Postings: 5; Share: 0.0279; Required: 5; Open postings: 5; First seen: 2026-06-17 - **Mass Spectrometry** — Layer: practices; Postings: 5; Share: 0.0279; Required: 5; Open postings: 4; First seen: 2026-05-07 - **Single-Cell Sequencing** — Layer: practices; Postings: 5; Share: 0.0279; Required: 5; Open postings: 5; First seen: 2026-06-24 - **Azure** — Layer: cloud; Postings: 5; Share: 0.0279; Required: 4; Open postings: 5; First seen: 2026-10-07 - **JavaScript** — Layer: languages; Postings: 5; Share: 0.0279; Required: 4; Open postings: 5; First seen: 2026-08-27 - **Rest API** — Layer: tools; Postings: 5; Share: 0.0279; Required: 4; Open postings: 5; First seen: 2026-10-07 - **GLP** — Layer: practices; Postings: 4; Share: 0.0223; Required: 4; Open postings: 4; First seen: 2026-09-15 - **Instructor** — Layer: frameworks; Postings: 4; Share: 0.0223; Required: 4; Open postings: 3; First seen: 2026-07-30 - **Windows** — Layer: cloud; Postings: 4; Share: 0.0223; Required: 4; Open postings: 3; First seen: 2026-09-18 - **HL7** — Layer: tools; Postings: 4; Share: 0.0223; Required: 3; Open postings: 4; First seen: 2026-10-07 - **SOAP** — Layer: practices; Postings: 4; Share: 0.0223; Required: 3; Open postings: 4; First seen: 2026-10-05 - **CAPA** — Layer: practices; Postings: 3; Share: 0.0168; Required: 3; Open postings: 2; First seen: 2026-10-20 - **CI/CD** — Layer: practices; Postings: 3; Share: 0.0168; Required: 3; Open postings: 3; First seen: 2026-10-07 - **Chromatography** — Layer: practices; Postings: 3; Share: 0.0168; Required: 3; Open postings: 3; First seen: 2026-05-07 - **FHIR** — Layer: tools; Postings: 3; Share: 0.0168; Required: 3; Open postings: 3; First seen: 2026-10-07 - **SAS** — Layer: languages; Postings: 3; Share: 0.0168; Required: 3; Open postings: 3; First seen: 2026-09-08 - **SIEM** — Layer: cloud; Postings: 3; Share: 0.0168; Required: 3; Open postings: 3; First seen: 2026-09-30 - **DICOM** — Layer: tools; Postings: 3; Share: 0.0168; Required: 2; Open postings: 3; First seen: 2026-10-07 - **Docker** — Layer: tools; Postings: 3; Share: 0.0168; Required: 2; Open postings: 3; First seen: 2026-10-07 - **Kubernetes** — Layer: cloud; Postings: 3; Share: 0.0168; Required: 2; Open postings: 3; First seen: 2026-10-07 - **Oracle** — Layer: data; Postings: 3; Share: 0.0168; Required: 2; Open postings: 3; First seen: 2026-10-08 - **AutoCAD** — Layer: tools; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-09-16 - **Copilot** — Layer: tools; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-09-30 - **Incident Management** — Layer: practices; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-08-10 - **MySQL** — Layer: data; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-09-08 - **Stata** — Layer: languages; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-10-06 - **Triton** — Layer: frameworks; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-10-08 - **Unix** — Layer: cloud; Postings: 2; Share: 0.0112; Required: 2; Open postings: 2; First seen: 2026-10-29 - **AWS** — Layer: cloud; Postings: 2; Share: 0.0112; Required: 1; Open postings: 2; First seen: 2026-10-08 - … 62 more in the JSON form ## Changes ### First appeared - **Unix** — First seen: 2026-10-29 - **Adobe Photoshop** — First seen: 2026-10-29 - **Bioconductor** — First seen: 2026-10-29 - **R** — First seen: 2026-10-29 - **CAPA** — First seen: 2026-10-20 - **LLM** — First seen: 2026-10-16 - **Git** — First seen: 2026-10-08 - **Oracle** — First seen: 2026-10-08 ### Rising - **Good Clinical Practice** — Share from: 0; Share to: 8 - **SQL** — Share from: 0; Share to: 7 - **Microsoft Excel** — Share from: 5; Share to: 11 - **Next-Generation Sequencing** — Share from: 0; Share to: 6 - **Python** — Share from: 10; Share to: 15 - **MATLAB** — Share from: 0; Share to: 5 - **CRISPR** — Share from: 0; Share to: 4 - **Git** — Share from: 0; Share to: 4 ### Falling - **Western Blot** — Share from: 24; Share to: 5 - **PCR** — Share from: 24; Share to: 9 - **Flow Cytometry** — Share from: 24; Share to: 11 - **Cell Culture** — Share from: 24; Share to: 11 - **Single-Cell Sequencing** — Share from: 14; Share to: 1 - **qPCR** — Share from: 19; Share to: 9 - **ELISA** — Share from: 14; Share to: 4 - **Immunohistochemistry** — Share from: 14; Share to: 5 ## Similar stacks - [Washington University in St. Louis](https://alion.io/company/washu/technologies) — Shared technologies: 65 - [Mass General Brigham](https://alion.io/company/massgeneralbrigham/technologies) — Shared technologies: 69 - [Ohio State University](https://alion.io/company/osu/technologies) — Shared technologies: 63 - [Axle](https://alion.io/company/axleinfo/technologies) — Shared technologies: 61 - [Moderna](https://alion.io/company/modernatx/technologies) — Shared technologies: 66 - [Novo Nordisk](https://alion.io/company/novonordisk-com/technologies) — Shared technologies: 63 - [Gilead Sciences](https://alion.io/company/gilead/technologies) — Shared technologies: 68 - [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 79 --- [Page](https://alion.io/company/miami/technologies) · [JSON](https://alion.io/company/miami/technologies.json) Source: Alion (alion.io), 2026-11-07. 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