# AstraZeneca - **Answer**: AstraZeneca builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, GCP, Snowflake, PyTorch. Python is named in 251 of the 980 job postings AstraZeneca published in the last 12 months (26%). Counted by Alion from the job postings of AstraZeneca, updated Nov 10, 2026. - **Window days**: 365 - **Postings analysed**: 980 - **Open postings**: 325 - **Technologies in use**: 428 - **Modernity score**: 77 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 13195 - **Name**: AstraZeneca - **Domain**: astrazeneca.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 251; Share: 0.2561; Required: 200; Open postings: 70; First seen: 2025-04-20 - **Machine Learning** — Layer: practices; Postings: 193; Share: 0.1969; Required: 161; Open postings: 55; First seen: 2026-02-26 - **AI Agents** — Layer: practices; Postings: 178; Share: 0.1816; Required: 151; Open postings: 63; First seen: 2026-02-26 - **GMP** — Layer: practices; Postings: 177; Share: 0.1806; Required: 159; Open postings: 92; First seen: 2024-08-02 - **AWS** — Layer: cloud; Postings: 162; Share: 0.1653; Required: 129; Open postings: 51; First seen: 2026-02-26 - **GCP** — Layer: cloud; Postings: 148; Share: 0.151; Required: 131; Open postings: 35; First seen: 2025-12-07 - **Power BI** — Layer: cloud; Postings: 135; Share: 0.1378; Required: 77; Open postings: 35; First seen: 2026-07-17 - **CI/CD** — Layer: practices; Postings: 128; Share: 0.1306; Required: 105; Open postings: 39; First seen: 2026-02-26 - **SQL** — Layer: languages; Postings: 118; Share: 0.1204; Required: 96; Open postings: 36; First seen: 2026-02-26 - **Azure** — Layer: cloud; Postings: 95; Share: 0.0969; Required: 55; Open postings: 26; First seen: 2026-03-30 - **LLM** — Layer: ai; Postings: 89; Share: 0.0908; Required: 74; Open postings: 31; First seen: 2026-02-26 - **CAPA** — Layer: practices; Postings: 75; Share: 0.0765; Required: 73; Open postings: 42; First seen: 2024-08-02 - **RAG** — Layer: practices; Postings: 69; Share: 0.0704; Required: 51; Open postings: 22; First seen: 2026-02-26 - **Kubernetes** — Layer: cloud; Postings: 65; Share: 0.0663; Required: 38; Open postings: 18; First seen: 2026-02-26 - **Multimodal AI** — Layer: practices; Postings: 61; Share: 0.0622; Required: 50; Open postings: 18; First seen: 2026-08-04 - **Copilot** — Layer: tools; Postings: 57; Share: 0.0582; Required: 44; Open postings: 19; First seen: 2026-07-19 - **Snowflake** — Layer: data; Postings: 54; Share: 0.0551; Required: 29; Open postings: 19; First seen: 2026-07-21 - **PyTorch** — Layer: frameworks; Postings: 49; Share: 0.05; Required: 43; Open postings: 12; First seen: 2026-04-24 - **Docker** — Layer: tools; Postings: 48; Share: 0.049; Required: 38; Open postings: 10; First seen: 2026-03-30 - **JavaScript** — Layer: languages; Postings: 47; Share: 0.048; Required: 24; Open postings: 13; First seen: 2026-07-21 - **Git** — Layer: tools; Postings: 46; Share: 0.0469; Required: 39; Open postings: 12; First seen: 2026-03-30 - **Microsoft Excel** — Layer: tools; Postings: 45; Share: 0.0459; Required: 37; Open postings: 9; First seen: 2026-08-07 - **Good Clinical Practice** — Layer: practices; Postings: 41; Share: 0.0418; Required: 37; Open postings: 20; First seen: 2025-12-07 - **GitHub** — Layer: cloud; Postings: 41; Share: 0.0418; Required: 36; Open postings: 4; First seen: 2026-04-24 - **Databricks** — Layer: cloud; Postings: 41; Share: 0.0418; Required: 26; Open postings: 9; First seen: 2026-07-21 - **Human-in-the-Loop** — Layer: practices; Postings: 40; Share: 0.0408; Required: 38; Open postings: 17; First seen: 2026-03-06 - **Prompt Engineering** — Layer: practices; Postings: 38; Share: 0.0388; Required: 33; Open postings: 8; First seen: 2026-02-26 - **Platform Engineering** — Layer: practices; Postings: 37; Share: 0.0378; Required: 34; Open postings: 10; First seen: 2026-07-13 - **GitHub Actions** — Layer: cloud; Postings: 37; Share: 0.0378; Required: 33; Open postings: 13; First seen: 2026-08-03 - **Cell Culture** — Layer: practices; Postings: 37; Share: 0.0378; Required: 32; Open postings: 14; First seen: 2025-04-20 - **Veeva** — Layer: tools; Postings: 37; Share: 0.0378; Required: 27; Open postings: 21; First seen: 2026-07-28 - **Fine-tuning** — Layer: practices; Postings: 36; Share: 0.0367; Required: 31; Open postings: 13; First seen: 2026-07-13 - **TypeScript** — Layer: languages; Postings: 36; Share: 0.0367; Required: 29; Open postings: 9; First seen: 2026-02-26 - **Agentic Workflows** — Layer: practices; Postings: 35; Share: 0.0357; Required: 32; Open postings: 14; First seen: 2026-07-19 - **LLM Guardrails** — Layer: practices; Postings: 35; Share: 0.0357; Required: 32; Open postings: 13; First seen: 2026-03-06 - **Terraform** — Layer: tools; Postings: 33; Share: 0.0337; Required: 28; Open postings: 7; First seen: 2026-03-30 - **Flow Cytometry** — Layer: practices; Postings: 32; Share: 0.0327; Required: 27; Open postings: 14; First seen: 2025-04-20 - **NLP** — Layer: practices; Postings: 32; Share: 0.0327; Required: 24; Open postings: 9; First seen: 2026-04-24 - **Tableau** — Layer: cloud; Postings: 31; Share: 0.0316; Required: 17; Open postings: 7; First seen: 2026-08-07 - **LangChain** — Layer: frameworks; Postings: 30; Share: 0.0306; Required: 18; Open postings: 7; First seen: 2026-04-24 - **ETL/ELT** — Layer: practices; Postings: 29; Share: 0.0296; Required: 26; Open postings: 14; First seen: 2026-07-29 - **TensorFlow** — Layer: frameworks; Postings: 29; Share: 0.0296; Required: 26; Open postings: 7; First seen: 2026-04-24 - **Amazon S3** — Layer: cloud; Postings: 29; Share: 0.0296; Required: 24; Open postings: 10; First seen: 2026-02-26 - **Digital Twin** — Layer: practices; Postings: 27; Share: 0.0276; Required: 24; Open postings: 8; First seen: 2026-04-24 - **FinOps** — Layer: practices; Postings: 27; Share: 0.0276; Required: 22; Open postings: 12; First seen: 2026-07-19 - **LIMS** — Layer: tools; Postings: 26; Share: 0.0265; Required: 16; Open postings: 12; First seen: 2026-08-04 - **Spark** — Layer: cloud; Postings: 26; Share: 0.0265; Required: 12; Open postings: 4; First seen: 2026-03-30 - **Knowledge Graph** — Layer: practices; Postings: 25; Share: 0.0255; Required: 14; Open postings: 9; First seen: 2026-07-31 - **Multi-Agent Systems** — Layer: practices; Postings: 24; Share: 0.0245; Required: 17; Open postings: 8; First seen: 2026-07-13 - **IAM** — Layer: practices; Postings: 24; Share: 0.0245; Required: 16; Open postings: 12; First seen: 2026-08-03 - … 378 more in the JSON form ## Changes ### First appeared - **Wi-Fi** — First seen: 2026-11-06 - **Adobe Illustrator** — First seen: 2026-11-04 - **Adobe After Effects** — First seen: 2026-11-04 - **Model Distillation** — First seen: 2026-10-30 - **Informatica** — First seen: 2026-10-16 - **Matter** — First seen: 2026-10-13 - **Neo4j** — First seen: 2026-10-09 - **Fusion 360** — First seen: 2026-10-07 ### Rising - **GMP** — Share from: 5; Share to: 19 - **CAPA** — Share from: 2; Share to: 8 - **Multimodal AI** — Share from: 2; Share to: 7 - **Microsoft Excel** — Share from: 1; Share to: 5 - **Cell Culture** — Share from: 0; Share to: 4 - **Good Clinical Practice** — Share from: 1; Share to: 4 ### Falling - **AI Agents** — Share from: 29; Share to: 17 - **CI/CD** — Share from: 24; Share to: 12 - **AWS** — Share from: 27; Share to: 16 - **GCP** — Share from: 24; Share to: 14 - **Kubernetes** — Share from: 16; Share to: 6 - **GitHub** — Share from: 13; Share to: 3 - **Prompt Engineering** — Share from: 12; Share to: 3 - **RAG** — Share from: 14; Share to: 6 ## Similar stacks - [Amgen](https://alion.io/company/amgen/technologies) — Shared technologies: 312 - [Merck & Co.](https://alion.io/company/msd/technologies) — Shared technologies: 291 - [Bristol Myers Squibb](https://alion.io/company/bms/technologies) — Shared technologies: 271 - [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 268 - [AbbVie](https://alion.io/company/abbvie/technologies) — Shared technologies: 262 - [Roche](https://alion.io/company/roche/technologies) — Shared technologies: 312 - [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 232 - [EMD Group](https://alion.io/company/emdgroup/technologies) — Shared technologies: 225 --- [Page](https://alion.io/company/astra-zeneca/technologies) · [JSON](https://alion.io/company/astra-zeneca/technologies.json) Source: Alion (alion.io), 2026-11-11. 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