# Takeda Pharmaceutical - **Answer**: Takeda Pharmaceutical builds mostly with SQL, Python, SAS, Apex. Its stack also includes Power BI, Databricks, Salesforce Data Cloud, DynamoDB. Power BI is named in 101 of the 551 job postings Takeda Pharmaceutical published in the last 12 months (18%). Counted by Alion from the job postings of Takeda Pharmaceutical, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 551 - **Open postings**: 259 - **Technologies in use**: 267 - **Modernity score**: 69 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 5984 - **Name**: Takeda Pharmaceutical - **Domain**: takeda.com - **Url**: ## Technologies - **GMP** — Layer: practices; Postings: 129; Share: 0.2341; Required: 119; Open postings: 78; First seen: 2025-10-31 - **Power BI** — Layer: cloud; Postings: 101; Share: 0.1833; Required: 90; Open postings: 48; First seen: 2026-06-23 - **SQL** — Layer: languages; Postings: 99; Share: 0.1797; Required: 81; Open postings: 29; First seen: 2026-07-16 - **Python** — Layer: languages; Postings: 89; Share: 0.1615; Required: 74; Open postings: 36; First seen: 2026-07-15 - **Databricks** — Layer: cloud; Postings: 64; Share: 0.1162; Required: 51; Open postings: 11; First seen: 2026-05-20 - **Machine Learning** — Layer: practices; Postings: 60; Share: 0.1089; Required: 54; Open postings: 27; First seen: 2026-07-15 - **GCP** — Layer: cloud; Postings: 59; Share: 0.1071; Required: 53; Open postings: 20; First seen: 2026-08-09 - **CAPA** — Layer: practices; Postings: 57; Share: 0.1034; Required: 57; Open postings: 33; First seen: 2026-07-10 - **AWS** — Layer: cloud; Postings: 53; Share: 0.0962; Required: 43; Open postings: 6; First seen: 2026-07-15 - **AI Agents** — Layer: practices; Postings: 51; Share: 0.0926; Required: 48; Open postings: 26; First seen: 2026-07-23 - **CI/CD** — Layer: practices; Postings: 36; Share: 0.0653; Required: 33; Open postings: 3; First seen: 2026-07-17 - **Microsoft Excel** — Layer: tools; Postings: 36; Share: 0.0653; Required: 27; Open postings: 16; First seen: 2026-07-15 - **SAS** — Layer: languages; Postings: 34; Share: 0.0617; Required: 24; Open postings: 20; First seen: 2026-07-15 - **Azure** — Layer: cloud; Postings: 30; Share: 0.0544; Required: 17; Open postings: 5; First seen: 2026-07-15 - **Tableau** — Layer: cloud; Postings: 29; Share: 0.0526; Required: 27; Open postings: 9; First seen: 2026-07-15 - **LIMS** — Layer: tools; Postings: 25; Share: 0.0454; Required: 21; Open postings: 20; First seen: 2026-08-26 - **Good Clinical Practice** — Layer: practices; Postings: 24; Share: 0.0436; Required: 20; Open postings: 18; First seen: 2026-09-07 - **Chromatography** — Layer: practices; Postings: 22; Share: 0.0399; Required: 20; Open postings: 15; First seen: 2026-07-31 - **Copilot** — Layer: tools; Postings: 21; Share: 0.0381; Required: 20; Open postings: 10; First seen: 2026-08-12 - **Terraform** — Layer: tools; Postings: 20; Share: 0.0363; Required: 14; Open postings: 2; First seen: 2026-07-16 - **ETL/ELT** — Layer: practices; Postings: 18; Share: 0.0327; Required: 18; Open postings: 4; First seen: 2026-05-20 - **Veeva** — Layer: tools; Postings: 18; Share: 0.0327; Required: 18; Open postings: 11; First seen: 2026-07-06 - **Kubernetes** — Layer: cloud; Postings: 16; Share: 0.029; Required: 7; Open postings: 2; First seen: 2026-07-27 - **LLM** — Layer: ai; Postings: 15; Share: 0.0272; Required: 15; Open postings: 3; First seen: 2026-06-23 - **Amazon S3** — Layer: cloud; Postings: 15; Share: 0.0272; Required: 12; Open postings: 0; First seen: 2026-07-16 - **CDISC** — Layer: practices; Postings: 15; Share: 0.0272; Required: 11; Open postings: 11; First seen: 2026-07-27 - **Spark** — Layer: cloud; Postings: 14; Share: 0.0254; Required: 13; Open postings: 3; First seen: 2026-07-27 - **Digital Twin** — Layer: practices; Postings: 13; Share: 0.0236; Required: 12; Open postings: 5; First seen: 2026-08-26 - **Cell Culture** — Layer: practices; Postings: 12; Share: 0.0218; Required: 12; Open postings: 7; First seen: 2026-07-28 - **Human-in-the-Loop** — Layer: practices; Postings: 12; Share: 0.0218; Required: 12; Open postings: 6; First seen: 2026-07-10 - **Mandiant capa** — Layer: tools; Postings: 12; Share: 0.0218; Required: 12; Open postings: 2; First seen: 2026-08-09 - **Jenkins** — Layer: tools; Postings: 12; Share: 0.0218; Required: 11; Open postings: 0; First seen: 2026-07-17 - **Platform Engineering** — Layer: practices; Postings: 11; Share: 0.02; Required: 11; Open postings: 2; First seen: 2026-05-20 - **GitHub Actions** — Layer: cloud; Postings: 11; Share: 0.02; Required: 10; Open postings: 0; First seen: 2026-07-27 - **Amazon EC2** — Layer: cloud; Postings: 11; Share: 0.02; Required: 8; Open postings: 0; First seen: 2026-07-16 - **Apex** — Layer: languages; Postings: 11; Share: 0.02; Required: 2; Open postings: 0; First seen: 2026-07-17 - **Git** — Layer: tools; Postings: 10; Share: 0.0181; Required: 8; Open postings: 1; First seen: 2026-07-17 - **Incident Management** — Layer: practices; Postings: 10; Share: 0.0181; Required: 8; Open postings: 4; First seen: 2026-07-17 - **Amazon EKS** — Layer: cloud; Postings: 10; Share: 0.0181; Required: 7; Open postings: 1; First seen: 2026-07-27 - **JavaScript** — Layer: languages; Postings: 10; Share: 0.0181; Required: 7; Open postings: 3; First seen: 2026-07-23 - **HPLC** — Layer: practices; Postings: 9; Share: 0.0163; Required: 9; Open postings: 4; First seen: 2026-08-21 - **AWS Lambda** — Layer: cloud; Postings: 9; Share: 0.0163; Required: 8; Open postings: 0; First seen: 2026-07-27 - **NLP** — Layer: practices; Postings: 9; Share: 0.0163; Required: 8; Open postings: 3; First seen: 2026-08-25 - **Prompt Engineering** — Layer: practices; Postings: 9; Share: 0.0163; Required: 7; Open postings: 1; First seen: 2026-06-23 - **Claude Code** — Layer: tools; Postings: 9; Share: 0.0163; Required: 6; Open postings: 3; First seen: 2026-08-18 - **Mass Spectrometry** — Layer: practices; Postings: 8; Share: 0.0145; Required: 8; Open postings: 7; First seen: 2026-07-31 - **pySpark** — Layer: tools; Postings: 8; Share: 0.0145; Required: 8; Open postings: 2; First seen: 2026-07-27 - **Bioreactors** — Layer: practices; Postings: 8; Share: 0.0145; Required: 7; Open postings: 6; First seen: 2026-09-09 - **GitHub** — Layer: cloud; Postings: 8; Share: 0.0145; Required: 7; Open postings: 0; First seen: 2026-08-26 - **Salesforce Data Cloud** — Layer: data; Postings: 8; Share: 0.0145; Required: 7; Open postings: 0; First seen: 2026-07-17 - … 217 more in the JSON form ## Changes ### First appeared - **PCR** — First seen: 2026-10-11 - **AutoCAD** — First seen: 2026-10-09 - **Recommender Systems** — First seen: 2026-10-08 - **Multimodal AI** — First seen: 2026-10-06 - **Vue.js** — First seen: 2026-10-05 - **Modularization** — First seen: 2026-09-29 - **OpenShift** — First seen: 2026-09-25 - **SIEM** — First seen: 2026-09-24 ### Rising - **GMP** — Share from: 12; Share to: 24 - **LIMS** — Share from: 0; Share to: 5 - **Good Clinical Practice** — Share from: 0; Share to: 5 ### Falling - **Databricks** — Share from: 32; Share to: 11 - **AWS** — Share from: 24; Share to: 9 - **Git** — Share from: 12; Share to: 1 - **Salesforce Data Cloud** — Share from: 12; Share to: 1 - **Machine Learning** — Share from: 20; Share to: 10 - **CI/CD** — Share from: 16; Share to: 6 - **Apex** — Share from: 12; Share to: 2 - **Terraform** — Share from: 12; Share to: 3 ## Similar stacks - [Amgen](https://alion.io/company/amgen/technologies) — Shared technologies: 232 - [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 205 - [Sanofi](https://alion.io/company/sanofi/technologies) — Shared technologies: 187 - [Merck & Co.](https://alion.io/company/msd/technologies) — Shared technologies: 217 - [AstraZeneca](https://alion.io/company/astra-zeneca/technologies) — Shared technologies: 221 - [AbbVie](https://alion.io/company/abbvie/technologies) — Shared technologies: 195 - [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 178 - [EMD Group](https://alion.io/company/emdgroup/technologies) — Shared technologies: 176 --- [Page](https://alion.io/company/takeda/technologies) · [JSON](https://alion.io/company/takeda/technologies.json) Source: Alion (alion.io), 2026-11-11. 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