# BeOne Medicines - **Answer**: BeOne Medicines builds mostly with SQL, Python, PowerShell, SAS. Its stack also includes GCP, Power BI, Snowflake, PostgreSQL. GCP is named in 64 of the 199 job postings BeOne Medicines published in the last 12 months (32%). Counted by Alion from the job postings of BeOne Medicines, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 199 - **Open postings**: 89 - **Technologies in use**: 132 - **Modernity score**: 68 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 99686 - **Name**: BeOne Medicines - **Domain**: beonemedicines.com - **Url**: ## Technologies - **GCP** — Layer: cloud; Postings: 64; Share: 0.3216; Required: 56; Open postings: 21; First seen: 2025-12-30 - **Power BI** — Layer: cloud; Postings: 37; Share: 0.1859; Required: 26; Open postings: 20; First seen: 2026-01-21 - **CAPA** — Layer: practices; Postings: 27; Share: 0.1357; Required: 27; Open postings: 19; First seen: 2026-04-27 - **GMP** — Layer: practices; Postings: 27; Share: 0.1357; Required: 25; Open postings: 23; First seen: 2022-06-11 - **Mandiant capa** — Layer: tools; Postings: 24; Share: 0.1206; Required: 22; Open postings: 4; First seen: 2026-06-03 - **Veeva** — Layer: tools; Postings: 24; Share: 0.1206; Required: 11; Open postings: 19; First seen: 2026-05-18 - **SQL** — Layer: languages; Postings: 20; Share: 0.1005; Required: 17; Open postings: 5; First seen: 2026-05-25 - **Azure** — Layer: cloud; Postings: 20; Share: 0.1005; Required: 16; Open postings: 6; First seen: 2026-05-25 - **AWS** — Layer: cloud; Postings: 19; Share: 0.0955; Required: 15; Open postings: 6; First seen: 2026-05-25 - **Python** — Layer: languages; Postings: 17; Share: 0.0854; Required: 14; Open postings: 6; First seen: 2026-08-03 - **Microsoft Excel** — Layer: tools; Postings: 15; Share: 0.0754; Required: 12; Open postings: 5; First seen: 2026-06-08 - **Databricks** — Layer: cloud; Postings: 15; Share: 0.0754; Required: 11; Open postings: 3; First seen: 2026-05-25 - **Good Clinical Practice** — Layer: practices; Postings: 14; Share: 0.0704; Required: 11; Open postings: 7; First seen: 2026-08-24 - **AI Agents** — Layer: practices; Postings: 11; Share: 0.0553; Required: 11; Open postings: 5; First seen: 2026-07-21 - **Machine Learning** — Layer: practices; Postings: 11; Share: 0.0553; Required: 10; Open postings: 2; First seen: 2026-07-21 - **RAG** — Layer: practices; Postings: 9; Share: 0.0452; Required: 7; Open postings: 2; First seen: 2026-07-21 - **Tableau** — Layer: cloud; Postings: 8; Share: 0.0402; Required: 8; Open postings: 3; First seen: 2026-07-21 - **CI/CD** — Layer: practices; Postings: 8; Share: 0.0402; Required: 6; Open postings: 2; First seen: 2026-07-14 - **Copilot** — Layer: tools; Postings: 8; Share: 0.0402; Required: 5; Open postings: 4; First seen: 2026-06-17 - **Platform Engineering** — Layer: practices; Postings: 7; Share: 0.0352; Required: 6; Open postings: 1; First seen: 2026-07-14 - **Git** — Layer: tools; Postings: 7; Share: 0.0352; Required: 5; Open postings: 0; First seen: 2026-08-03 - **Anomaly Detection** — Layer: practices; Postings: 6; Share: 0.0302; Required: 6; Open postings: 0; First seen: 2026-07-15 - **Informatica** — Layer: tools; Postings: 6; Share: 0.0302; Required: 6; Open postings: 1; First seen: 2026-05-25 - **Master Data Management** — Layer: practices; Postings: 6; Share: 0.0302; Required: 6; Open postings: 1; First seen: 2026-05-25 - **Knowledge Graph** — Layer: practices; Postings: 6; Share: 0.0302; Required: 5; Open postings: 3; First seen: 2026-05-25 - **Snowflake** — Layer: data; Postings: 6; Share: 0.0302; Required: 4; Open postings: 1; First seen: 2026-08-18 - **Windows** — Layer: cloud; Postings: 6; Share: 0.0302; Required: 3; Open postings: 3; First seen: 2026-09-03 - **Chromatography** — Layer: practices; Postings: 5; Share: 0.0251; Required: 5; Open postings: 5; First seen: 2026-08-27 - **Incident Management** — Layer: practices; Postings: 5; Share: 0.0251; Required: 5; Open postings: 2; First seen: 2026-07-27 - **LLMOps** — Layer: practices; Postings: 5; Share: 0.0251; Required: 5; Open postings: 2; First seen: 2026-08-10 - **Amazon ECS** — Layer: cloud; Postings: 5; Share: 0.0251; Required: 4; Open postings: 3; First seen: 2026-07-28 - **Flow Cytometry** — Layer: practices; Postings: 5; Share: 0.0251; Required: 4; Open postings: 5; First seen: 2026-08-14 - **Rest API** — Layer: tools; Postings: 5; Share: 0.0251; Required: 4; Open postings: 2; First seen: 2026-08-07 - **Collibra** — Layer: cloud; Postings: 5; Share: 0.0251; Required: 3; Open postings: 1; First seen: 2026-05-25 - **AutoCAD** — Layer: tools; Postings: 5; Share: 0.0251; Required: 0; Open postings: 4; First seen: 2026-05-18 - **Context Engineering** — Layer: practices; Postings: 4; Share: 0.0201; Required: 4; Open postings: 2; First seen: 2026-05-25 - **ETL/ELT** — Layer: practices; Postings: 4; Share: 0.0201; Required: 4; Open postings: 0; First seen: 2026-08-03 - **FinOps** — Layer: practices; Postings: 4; Share: 0.0201; Required: 4; Open postings: 0; First seen: 2026-07-21 - **HPC** — Layer: practices; Postings: 4; Share: 0.0201; Required: 4; Open postings: 0; First seen: 2026-07-21 - **Human-in-the-Loop** — Layer: practices; Postings: 4; Share: 0.0201; Required: 4; Open postings: 2; First seen: 2026-06-25 - **PowerShell** — Layer: languages; Postings: 4; Share: 0.0201; Required: 4; Open postings: 2; First seen: 2026-07-16 - **SAS** — Layer: languages; Postings: 4; Share: 0.0201; Required: 4; Open postings: 1; First seen: 2026-07-16 - **Active Directory** — Layer: cloud; Postings: 4; Share: 0.0201; Required: 3; Open postings: 3; First seen: 2026-07-22 - **LLM** — Layer: ai; Postings: 4; Share: 0.0201; Required: 3; Open postings: 0; First seen: 2026-06-19 - **DHCP** — Layer: practices; Postings: 4; Share: 0.0201; Required: 2; Open postings: 2; First seen: 2026-07-28 - **HPLC** — Layer: practices; Postings: 3; Share: 0.0151; Required: 3; Open postings: 2; First seen: 2026-08-17 - **LLM Guardrails** — Layer: practices; Postings: 3; Share: 0.0151; Required: 3; Open postings: 2; First seen: 2026-08-18 - **Multi-Agent Systems** — Layer: practices; Postings: 3; Share: 0.0151; Required: 3; Open postings: 1; First seen: 2026-07-21 - **qPCR** — Layer: practices; Postings: 3; Share: 0.0151; Required: 3; Open postings: 3; First seen: 2026-10-27 - **21 CFR Part 11** — Layer: practices; Postings: 3; Share: 0.0151; Required: 2; Open postings: 2; First seen: 2026-09-08 - … 82 more in the JSON form ## Changes ### First appeared - **ELISA** — First seen: 2026-10-28 - **PCR** — First seen: 2026-10-28 - **qPCR** — First seen: 2026-10-27 - **CRISPR** — First seen: 2026-10-22 - **Mass Spectrometry** — First seen: 2026-10-12 - **GLP** — First seen: 2026-09-29 - **Spark** — First seen: 2026-09-10 - **21 CFR Part 11** — First seen: 2026-09-08 ### Rising - **CAPA** — Share from: 6; Share to: 16 - **Good Clinical Practice** — Share from: 0; Share to: 10 - **GMP** — Share from: 8; Share to: 16 - **Snowflake** — Share from: 0; Share to: 4 - **Windows** — Share from: 0; Share to: 4 - **Chromatography** — Share from: 0; Share to: 4 - **Flow Cytometry** — Share from: 0; Share to: 4 - **Tableau** — Share from: 2; Share to: 5 ### Falling - **Power BI** — Share from: 25; Share to: 16 - **Mandiant capa** — Share from: 19; Share to: 10 - **Azure** — Share from: 17; Share to: 8 - **Machine Learning** — Share from: 12; Share to: 4 - **Anomaly Detection** — Share from: 8; Share to: 1 - **Platform Engineering** — Share from: 8; Share to: 2 - **CI/CD** — Share from: 8; Share to: 3 - **Incident Management** — Share from: 6; Share to: 1 ## Similar stacks - [Gilead Sciences](https://alion.io/company/gilead/technologies) — Shared technologies: 100 - [Novo Nordisk](https://alion.io/company/novonordisk-com/technologies) — Shared technologies: 91 - [Regeneron Pharmaceuticals](https://alion.io/company/regeneron/technologies) — Shared technologies: 90 - [Pfizer](https://alion.io/company/pfizer/technologies) — Shared technologies: 102 - [Moderna](https://alion.io/company/modernatx/technologies) — Shared technologies: 87 - [Novartis](https://alion.io/company/novartis/technologies) — Shared technologies: 101 - [EMD Group](https://alion.io/company/emdgroup/technologies) — Shared technologies: 106 - [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 107 --- [Page](https://alion.io/company/beonemedicines/technologies) · [JSON](https://alion.io/company/beonemedicines/technologies.json) Source: Alion (alion.io), 2026-11-11. 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