# Roche - **Answer**: Roche builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, GCP, Snowflake, LangChain. Python is named in 253 of the 872 job postings Roche published in the last 12 months (29%). Counted by Alion from the job postings of Roche, updated Nov 12, 2026. - **Window days**: 365 - **Postings analysed**: 872 - **Open postings**: 355 - **Technologies in use**: 503 - **Modernity score**: 77 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 13531 - **Name**: Roche - **Domain**: roche.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 253; Share: 0.2901; Required: 225; Open postings: 104; First seen: 2025-05-01 - **CI/CD** — Layer: practices; Postings: 182; Share: 0.2087; Required: 161; Open postings: 77; First seen: 2026-02-17 - **AWS** — Layer: cloud; Postings: 174; Share: 0.1995; Required: 153; Open postings: 70; First seen: 2026-03-24 - **AI Agents** — Layer: practices; Postings: 149; Share: 0.1709; Required: 140; Open postings: 70; First seen: 2026-02-17 - **SQL** — Layer: languages; Postings: 124; Share: 0.1422; Required: 103; Open postings: 51; First seen: 2026-05-28 - **Machine Learning** — Layer: practices; Postings: 89; Share: 0.1021; Required: 87; Open postings: 33; First seen: 2026-05-04 - **GCP** — Layer: cloud; Postings: 89; Share: 0.1021; Required: 76; Open postings: 30; First seen: 2025-08-05 - **Azure** — Layer: cloud; Postings: 84; Share: 0.0963; Required: 65; Open postings: 31; First seen: 2026-05-08 - **GMP** — Layer: practices; Postings: 79; Share: 0.0906; Required: 75; Open postings: 52; First seen: 2026-04-20 - **LLM** — Layer: ai; Postings: 77; Share: 0.0883; Required: 73; Open postings: 38; First seen: 2026-07-07 - **RAG** — Layer: practices; Postings: 72; Share: 0.0826; Required: 70; Open postings: 40; First seen: 2026-07-06 - **Git** — Layer: tools; Postings: 70; Share: 0.0803; Required: 57; Open postings: 29; First seen: 2026-02-17 - **JavaScript** — Layer: languages; Postings: 68; Share: 0.078; Required: 42; Open postings: 29; First seen: 2025-01-31 - **Docker** — Layer: tools; Postings: 66; Share: 0.0757; Required: 59; Open postings: 28; First seen: 2026-03-24 - **Terraform** — Layer: tools; Postings: 64; Share: 0.0734; Required: 54; Open postings: 30; First seen: 2026-05-08 - **Kubernetes** — Layer: cloud; Postings: 62; Share: 0.0711; Required: 54; Open postings: 30; First seen: 2026-07-06 - **Snowflake** — Layer: data; Postings: 61; Share: 0.07; Required: 51; Open postings: 25; First seen: 2026-06-18 - **GitHub** — Layer: cloud; Postings: 55; Share: 0.0631; Required: 47; Open postings: 25; First seen: 2026-02-17 - **Tableau** — Layer: cloud; Postings: 55; Share: 0.0631; Required: 39; Open postings: 20; First seen: 2026-06-29 - **Rest API** — Layer: tools; Postings: 47; Share: 0.0539; Required: 45; Open postings: 28; First seen: 2026-05-28 - **IAM** — Layer: practices; Postings: 45; Share: 0.0516; Required: 38; Open postings: 19; First seen: 2025-01-31 - **TypeScript** — Layer: languages; Postings: 45; Share: 0.0516; Required: 36; Open postings: 26; First seen: 2026-02-17 - **Agentic Workflows** — Layer: practices; Postings: 44; Share: 0.0505; Required: 37; Open postings: 26; First seen: 2026-07-06 - **GitLab** — Layer: cloud; Postings: 43; Share: 0.0493; Required: 35; Open postings: 16; First seen: 2026-03-24 - **Linux** — Layer: cloud; Postings: 43; Share: 0.0493; Required: 34; Open postings: 15; First seen: 2025-05-01 - **Windows** — Layer: cloud; Postings: 42; Share: 0.0482; Required: 37; Open postings: 17; First seen: 2025-05-01 - **Platform Engineering** — Layer: practices; Postings: 41; Share: 0.047; Required: 40; Open postings: 17; First seen: 2026-07-08 - **Model Context Protocol** — Layer: tools; Postings: 41; Share: 0.047; Required: 37; Open postings: 22; First seen: 2026-07-06 - **CAPA** — Layer: practices; Postings: 40; Share: 0.0459; Required: 39; Open postings: 28; First seen: 2026-06-11 - **Master Data Management** — Layer: practices; Postings: 39; Share: 0.0447; Required: 38; Open postings: 16; First seen: 2025-05-15 - **Prompt Engineering** — Layer: practices; Postings: 39; Share: 0.0447; Required: 35; Open postings: 17; First seen: 2026-05-25 - **GitHub Actions** — Layer: cloud; Postings: 39; Share: 0.0447; Required: 32; Open postings: 23; First seen: 2026-02-17 - **LangChain** — Layer: frameworks; Postings: 38; Share: 0.0436; Required: 30; Open postings: 21; First seen: 2026-07-22 - **ETL/ELT** — Layer: practices; Postings: 37; Share: 0.0424; Required: 33; Open postings: 13; First seen: 2026-05-28 - **Ansible** — Layer: tools; Postings: 37; Share: 0.0424; Required: 29; Open postings: 14; First seen: 2026-05-08 - **Power BI** — Layer: cloud; Postings: 37; Share: 0.0424; Required: 27; Open postings: 11; First seen: 2026-07-24 - **Java** — Layer: languages; Postings: 35; Share: 0.0401; Required: 31; Open postings: 14; First seen: 2026-05-28 - **Amazon S3** — Layer: cloud; Postings: 33; Share: 0.0378; Required: 29; Open postings: 20; First seen: 2026-08-19 - **Grafana** — Layer: cloud; Postings: 29; Share: 0.0333; Required: 23; Open postings: 12; First seen: 2026-05-08 - **Claude Code** — Layer: tools; Postings: 28; Share: 0.0321; Required: 27; Open postings: 18; First seen: 2026-07-03 - **Multimodal AI** — Layer: practices; Postings: 28; Share: 0.0321; Required: 25; Open postings: 11; First seen: 2026-05-13 - **Microsoft Excel** — Layer: tools; Postings: 26; Share: 0.0298; Required: 24; Open postings: 11; First seen: 2026-04-28 - **Copilot** — Layer: tools; Postings: 25; Share: 0.0287; Required: 23; Open postings: 9; First seen: 2026-05-13 - **LangGraph** — Layer: frameworks; Postings: 25; Share: 0.0287; Required: 23; Open postings: 13; First seen: 2026-07-22 - **Fine-tuning** — Layer: practices; Postings: 25; Share: 0.0287; Required: 21; Open postings: 17; First seen: 2026-07-31 - **GitLab CI** — Layer: cloud; Postings: 25; Share: 0.0287; Required: 21; Open postings: 13; First seen: 2026-03-24 - **Jenkins** — Layer: tools; Postings: 25; Share: 0.0287; Required: 20; Open postings: 10; First seen: 2026-03-24 - **Incident Management** — Layer: practices; Postings: 24; Share: 0.0275; Required: 20; Open postings: 9; First seen: 2026-07-08 - **Veeva** — Layer: tools; Postings: 24; Share: 0.0275; Required: 20; Open postings: 15; First seen: 2026-08-25 - **PowerShell** — Layer: languages; Postings: 24; Share: 0.0275; Required: 17; Open postings: 10; First seen: 2026-06-05 - … 453 more in the JSON form ## Changes ### First appeared - **FDA 510(k)** — First seen: 2026-11-03 - **Red Teaming** — First seen: 2026-11-03 - **Applitools** — First seen: 2026-11-02 - **DICOM** — First seen: 2026-11-02 - **Drupal** — First seen: 2026-11-02 - **Statistical Process Control** — First seen: 2026-10-30 - **IEC 62366** — First seen: 2026-10-21 - **Knowledge Distillation** — First seen: 2026-10-16 ### Rising - **GMP** — Share from: 4; Share to: 10 - **Amazon S3** — Share from: 0; Share to: 5 - **RAG** — Share from: 6; Share to: 9 - **TypeScript** — Share from: 3; Share to: 6 - **Veeva** — Share from: 0; Share to: 3 - **OpenSearch** — Share from: 0; Share to: 3 - **Master Data Management** — Share from: 3; Share to: 5 - **Microsoft Excel** — Share from: 1; Share to: 3 ### Falling - **CI/CD** — Share from: 32; Share to: 18 - **Terraform** — Share from: 16; Share to: 5 - **GitLab** — Share from: 14; Share to: 3 - **GitHub** — Share from: 14; Share to: 4 - **Ansible** — Share from: 11; Share to: 3 - **GCP** — Share from: 16; Share to: 9 - **Azure** — Share from: 14; Share to: 8 - **PowerShell** — Share from: 6; Share to: 2 ## Similar stacks - [Roche Poland](https://alion.io/company/roche-poland/technologies) — Shared technologies: 300 - [Amgen](https://alion.io/company/amgen/technologies) — Shared technologies: 320 - [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 286 - [AstraZeneca](https://alion.io/company/astra-zeneca/technologies) — Shared technologies: 317 - [Merck & Co.](https://alion.io/company/msd/technologies) — Shared technologies: 301 - [IQVIA](https://alion.io/company/iqvia/technologies) — Shared technologies: 286 - [AbbVie](https://alion.io/company/abbvie/technologies) — Shared technologies: 268 - [Genpact](https://alion.io/company/genpact/technologies) — Shared technologies: 299 --- [Page](https://alion.io/company/roche/technologies) · [JSON](https://alion.io/company/roche/technologies.json) Source: Alion (alion.io), 2026-11-12. 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