# AECOM - **Answer**: AECOM builds mostly with Python, SQL, SAS, MATLAB. Its stack also includes Power BI, Azure, Oracle, Scikit-learn. Python is named in 178 of the 2,096 job postings AECOM published in the last 12 months (8%). Counted by Alion from the job postings of AECOM, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 2096 - **Open postings**: 1075 - **Technologies in use**: 190 - **Modernity score**: 74 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3394 - **Name**: AECOM - **Domain**: aecom.com - **Url**: ## Technologies - **AutoCAD** — Layer: tools; Postings: 1365; Share: 0.6512; Required: 896; Open postings: 724; First seen: 2025-05-13 - **Python** — Layer: languages; Postings: 178; Share: 0.0849; Required: 108; Open postings: 65; First seen: 2026-01-19 - **Microsoft Excel** — Layer: tools; Postings: 174; Share: 0.083; Required: 103; Open postings: 76; First seen: 2026-03-01 - **Power BI** — Layer: cloud; Postings: 168; Share: 0.0802; Required: 100; Open postings: 78; First seen: 2026-01-06 - **ETAP** — Layer: tools; Postings: 87; Share: 0.0415; Required: 67; Open postings: 71; First seen: 2026-07-20 - **SQL** — Layer: languages; Postings: 87; Share: 0.0415; Required: 57; Open postings: 26; First seen: 2026-02-09 - **QGIS** — Layer: tools; Postings: 61; Share: 0.0291; Required: 51; Open postings: 36; First seen: 2026-02-17 - **Multimodal AI** — Layer: practices; Postings: 57; Share: 0.0272; Required: 53; Open postings: 33; First seen: 2025-11-28 - **Adobe Photoshop** — Layer: tools; Postings: 54; Share: 0.0258; Required: 39; Open postings: 17; First seen: 2026-03-19 - **Azure** — Layer: cloud; Postings: 44; Share: 0.021; Required: 25; Open postings: 14; First seen: 2026-05-26 - **Machine Learning** — Layer: practices; Postings: 37; Share: 0.0177; Required: 29; Open postings: 20; First seen: 2026-06-16 - **SAS** — Layer: languages; Postings: 33; Share: 0.0157; Required: 15; Open postings: 27; First seen: 2026-04-20 - **Incident Management** — Layer: practices; Postings: 31; Share: 0.0148; Required: 27; Open postings: 15; First seen: 2026-02-23 - **Windows** — Layer: cloud; Postings: 27; Share: 0.0129; Required: 13; Open postings: 10; First seen: 2025-12-17 - **Digital Twin** — Layer: practices; Postings: 24; Share: 0.0115; Required: 20; Open postings: 15; First seen: 2026-04-16 - **MATLAB** — Layer: languages; Postings: 23; Share: 0.011; Required: 21; Open postings: 7; First seen: 2026-04-16 - **IEC 61850** — Layer: tools; Postings: 23; Share: 0.011; Required: 8; Open postings: 14; First seen: 2026-09-02 - **CI/CD** — Layer: practices; Postings: 22; Share: 0.0105; Required: 22; Open postings: 9; First seen: 2026-08-10 - **ETL/ELT** — Layer: practices; Postings: 22; Share: 0.0105; Required: 21; Open postings: 8; First seen: 2026-06-17 - **C#** — Layer: languages; Postings: 22; Share: 0.0105; Required: 10; Open postings: 5; First seen: 2026-04-14 - **CAPA** — Layer: practices; Postings: 21; Share: 0.01; Required: 21; Open postings: 14; First seen: 2026-02-26 - **Tableau** — Layer: cloud; Postings: 21; Share: 0.01; Required: 13; Open postings: 9; First seen: 2026-04-16 - **AWS** — Layer: cloud; Postings: 19; Share: 0.0091; Required: 11; Open postings: 6; First seen: 2026-05-26 - **JavaScript** — Layer: languages; Postings: 19; Share: 0.0091; Required: 7; Open postings: 2; First seen: 2026-07-21 - **NERC CIP** — Layer: practices; Postings: 15; Share: 0.0072; Required: 1; Open postings: 6; First seen: 2026-09-21 - **SLI/SLO/SLA** — Layer: practices; Postings: 13; Share: 0.0062; Required: 13; Open postings: 1; First seen: 2026-06-29 - **SolidWorks** — Layer: tools; Postings: 13; Share: 0.0062; Required: 13; Open postings: 3; First seen: 2026-05-19 - **Docker** — Layer: tools; Postings: 13; Share: 0.0062; Required: 10; Open postings: 5; First seen: 2026-06-16 - **GMP** — Layer: practices; Postings: 12; Share: 0.0057; Required: 12; Open postings: 12; First seen: 2026-07-24 - **NER** — Layer: practices; Postings: 12; Share: 0.0057; Required: 12; Open postings: 11; First seen: 2026-06-09 - **Terraform** — Layer: tools; Postings: 12; Share: 0.0057; Required: 2; Open postings: 9; First seen: 2026-06-16 - **Ruby** — Layer: languages; Postings: 11; Share: 0.0052; Required: 11; Open postings: 1; First seen: 2026-06-24 - **LLM** — Layer: ai; Postings: 11; Share: 0.0052; Required: 7; Open postings: 10; First seen: 2026-08-14 - **GCP** — Layer: cloud; Postings: 11; Share: 0.0052; Required: 6; Open postings: 6; First seen: 2026-06-16 - **Rest API** — Layer: tools; Postings: 11; Share: 0.0052; Required: 6; Open postings: 0; First seen: 2026-07-23 - **Scala** — Layer: languages; Postings: 10; Share: 0.0048; Required: 9; Open postings: 4; First seen: 2026-06-16 - **Grafana** — Layer: cloud; Postings: 10; Share: 0.0048; Required: 0; Open postings: 6; First seen: 2026-08-13 - **Prometheus** — Layer: tools; Postings: 10; Share: 0.0048; Required: 0; Open postings: 6; First seen: 2026-08-13 - **ASME NQA-1** — Layer: practices; Postings: 9; Share: 0.0043; Required: 9; Open postings: 6; First seen: 2026-10-26 - **Verification & Validation** — Layer: practices; Postings: 9; Share: 0.0043; Required: 9; Open postings: 9; First seen: 2026-09-28 - **Scikit-learn** — Layer: frameworks; Postings: 9; Share: 0.0043; Required: 8; Open postings: 2; First seen: 2026-08-13 - **Oracle** — Layer: data; Postings: 9; Share: 0.0043; Required: 6; Open postings: 5; First seen: 2026-06-11 - **Time Series** — Layer: practices; Postings: 9; Share: 0.0043; Required: 3; Open postings: 4; First seen: 2026-08-14 - **PyTorch** — Layer: frameworks; Postings: 8; Share: 0.0038; Required: 8; Open postings: 2; First seen: 2026-08-13 - **TensorFlow** — Layer: frameworks; Postings: 8; Share: 0.0038; Required: 8; Open postings: 2; First seen: 2026-08-13 - **C++** — Layer: languages; Postings: 8; Share: 0.0038; Required: 6; Open postings: 4; First seen: 2026-04-22 - **GitHub Actions** — Layer: cloud; Postings: 8; Share: 0.0038; Required: 6; Open postings: 4; First seen: 2026-08-13 - **RAG** — Layer: practices; Postings: 8; Share: 0.0038; Required: 5; Open postings: 6; First seen: 2026-08-14 - **Django** — Layer: frameworks; Postings: 7; Share: 0.0033; Required: 7; Open postings: 4; First seen: 2026-08-13 - **FastAPI** — Layer: frameworks; Postings: 7; Share: 0.0033; Required: 7; Open postings: 4; First seen: 2026-08-13 - … 140 more in the JSON form ## Changes ### First appeared - **Active Directory** — First seen: 2026-11-10 - **Microsoft Entra ID** — First seen: 2026-11-10 - **EU AI Act** — First seen: 2026-11-09 - **Fine-tuning** — First seen: 2026-11-09 - **CATIA** — First seen: 2026-10-30 - **ANSYS** — First seen: 2026-10-28 - **OpenFOAM** — First seen: 2026-10-28 - **Bioreactors** — First seen: 2026-10-28 ### Rising - **ETAP** — Share from: 0; Share to: 6 ### Falling - **MATLAB** — Share from: 3; Share to: 0 ### Not seen 180d - **Mandiant capa** — Last seen: 2026-04-20 ## Similar stacks - [WSP](https://alion.io/company/wsp-ca/technologies) — Shared technologies: 111 - [AtkinsRéalis](https://alion.io/company/atkinsrealis/technologies) — Shared technologies: 129 - [Siemens Energy](https://alion.io/company/siemens-energy/technologies) — Shared technologies: 102 - [Trane Technologies](https://alion.io/company/tranetechnologies/technologies) — Shared technologies: 97 - [Schneider Electric](https://alion.io/company/schneider-electric/technologies) — Shared technologies: 126 - [Parsons](https://alion.io/company/parsons/technologies) — Shared technologies: 124 - [Vinci](https://alion.io/company/vinci-4/technologies) — Shared technologies: 97 - [Eaton](https://alion.io/company/eaton/technologies) — Shared technologies: 110 --- [Page](https://alion.io/company/aecom/technologies) · [JSON](https://alion.io/company/aecom/technologies.json) Source: Alion (alion.io), 2026-11-12. 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