# Shell

- **Answer**: Shell builds mostly with SQL, Python, JavaScript, Java. Its stack also includes Azure, Power BI, GSAP, Oracle. SQL is named in 39 of the 115 job postings Shell published in the last 12 months (34%). Counted by Alion from the job postings of Shell, updated Nov 10, 2026.
- **Window days**: 365
- **Postings analysed**: 115
- **Open postings**: 28
- **Technologies in use**: 139
- **Modernity score**: 76
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 3638
- **Name**: Shell
- **Domain**: shell.com
- **Url**: <https://alion.io/company/shell>

## Technologies

- **SQL** — Layer: languages; Postings: 39; Share: 0.3391; Required: 34; Open postings: 9; First seen: 2026-07-29
- **Python** — Layer: languages; Postings: 38; Share: 0.3304; Required: 31; Open postings: 6; First seen: 2026-07-27
- **Azure** — Layer: cloud; Postings: 31; Share: 0.2696; Required: 26; Open postings: 7; First seen: 2026-07-29
- **Microsoft Excel** — Layer: tools; Postings: 27; Share: 0.2348; Required: 23; Open postings: 9; First seen: 2026-07-30
- **Power BI** — Layer: cloud; Postings: 26; Share: 0.2261; Required: 22; Open postings: 6; First seen: 2026-08-18
- **Databricks** — Layer: cloud; Postings: 17; Share: 0.1478; Required: 16; Open postings: 2; First seen: 2026-07-30
- **Machine Learning** — Layer: practices; Postings: 17; Share: 0.1478; Required: 16; Open postings: 3; First seen: 2026-07-27
- **CI/CD** — Layer: practices; Postings: 13; Share: 0.113; Required: 11; Open postings: 5; First seen: 2026-07-29
- **JavaScript** — Layer: languages; Postings: 12; Share: 0.1043; Required: 2; Open postings: 2; First seen: 2026-08-05
- **AWS** — Layer: cloud; Postings: 11; Share: 0.0957; Required: 8; Open postings: 5; First seen: 2026-07-29
- **AI Agents** — Layer: practices; Postings: 10; Share: 0.087; Required: 10; Open postings: 0; First seen: 2026-07-30
- **GSAP** — Layer: frameworks; Postings: 9; Share: 0.0783; Required: 8; Open postings: 0; First seen: 2026-09-01
- **Azure DevOps** — Layer: cloud; Postings: 9; Share: 0.0783; Required: 7; Open postings: 3; First seen: 2026-08-03
- **Digital Twin** — Layer: practices; Postings: 8; Share: 0.0696; Required: 8; Open postings: 2; First seen: 2026-07-29
- **Apache Kafka** — Layer: cloud; Postings: 8; Share: 0.0696; Required: 6; Open postings: 3; First seen: 2026-08-01
- **Spark** — Layer: cloud; Postings: 8; Share: 0.0696; Required: 4; Open postings: 2; First seen: 2026-08-03
- **Time Series** — Layer: practices; Postings: 8; Share: 0.0696; Required: 4; Open postings: 3; First seen: 2026-07-27
- **Java** — Layer: languages; Postings: 7; Share: 0.0609; Required: 6; Open postings: 1; First seen: 2026-08-03
- **GitHub** — Layer: cloud; Postings: 7; Share: 0.0609; Required: 5; Open postings: 4; First seen: 2026-07-29
- **Azure Data Factory** — Layer: tools; Postings: 7; Share: 0.0609; Required: 4; Open postings: 3; First seen: 2026-08-05
- **Copilot** — Layer: tools; Postings: 6; Share: 0.0522; Required: 6; Open postings: 1; First seen: 2026-09-01
- **Incident Management** — Layer: practices; Postings: 6; Share: 0.0522; Required: 5; Open postings: 1; First seen: 2026-09-01
- **Git** — Layer: tools; Postings: 6; Share: 0.0522; Required: 3; Open postings: 3; First seen: 2026-07-29
- **Oracle** — Layer: data; Postings: 6; Share: 0.0522; Required: 3; Open postings: 1; First seen: 2026-08-03
- **RAG** — Layer: practices; Postings: 5; Share: 0.0435; Required: 5; Open postings: 1; First seen: 2026-07-30
- **C#** — Layer: languages; Postings: 5; Share: 0.0435; Required: 3; Open postings: 0; First seen: 2026-08-07
- **Kubernetes** — Layer: cloud; Postings: 5; Share: 0.0435; Required: 3; Open postings: 3; First seen: 2026-08-01
- **SAP HANA** — Layer: data; Postings: 5; Share: 0.0435; Required: 3; Open postings: 2; First seen: 2026-08-05
- **Terraform** — Layer: tools; Postings: 5; Share: 0.0435; Required: 3; Open postings: 3; First seen: 2026-08-05
- **Copilot Studio** — Layer: cloud; Postings: 4; Share: 0.0348; Required: 4; Open postings: 0; First seen: 2026-09-17
- **LLM** — Layer: ai; Postings: 4; Share: 0.0348; Required: 4; Open postings: 0; First seen: 2026-09-01
- **pySpark** — Layer: tools; Postings: 4; Share: 0.0348; Required: 4; Open postings: 1; First seen: 2026-08-18
- **Azure Cosmos DB** — Layer: data; Postings: 4; Share: 0.0348; Required: 2; Open postings: 2; First seen: 2026-08-05
- **ABAP** — Layer: languages; Postings: 4; Share: 0.0348; Required: 0; Open postings: 0; First seen: 2026-08-07
- **.NET** — Layer: cloud; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-08-07
- **Alteryx** — Layer: tools; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-09-01
- **Anomaly Detection** — Layer: practices; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-08-03
- **Dynatrace** — Layer: cloud; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-09-28
- **ETL/ELT** — Layer: practices; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-07-30
- **Embeddings** — Layer: practices; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-09-01
- **GCP** — Layer: cloud; Postings: 3; Share: 0.0261; Required: 3; Open postings: 2; First seen: 2026-07-29
- **Glide** — Layer: frameworks; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-08-07
- **Master Data Management** — Layer: practices; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-08-18
- **NumPy** — Layer: frameworks; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-08-01
- **OpenAI** — Layer: cloud; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-08-05
- **Prometheus** — Layer: tools; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-09-01
- **Prompt Engineering** — Layer: practices; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-07-30
- **SAP BTP** — Layer: cloud; Postings: 3; Share: 0.0261; Required: 3; Open postings: 0; First seen: 2026-08-07
- **Scala** — Layer: languages; Postings: 3; Share: 0.0261; Required: 3; Open postings: 2; First seen: 2026-09-01
- **Scikit-learn** — Layer: frameworks; Postings: 3; Share: 0.0261; Required: 3; Open postings: 1; First seen: 2026-08-01
- … 89 more in the JSON form

## Changes

### Rising

- **Power BI** — Share from: 0; Share to: 26
- **Microsoft Excel** — Share from: 7; Share to: 26
- **GSAP** — Share from: 0; Share to: 9
- **Copilot** — Share from: 0; Share to: 6
- **Incident Management** — Share from: 0; Share to: 6
- **Copilot Studio** — Share from: 0; Share to: 4
- **LLM** — Share from: 0; Share to: 4
- **pySpark** — Share from: 0; Share to: 4

### Falling

- **Machine Learning** — Share from: 53; Share to: 9
- **Python** — Share from: 67; Share to: 28
- **Azure** — Share from: 53; Share to: 23
- **AWS** — Share from: 33; Share to: 6
- **CI/CD** — Share from: 33; Share to: 8
- **Time Series** — Share from: 27; Share to: 4
- **Kubernetes** — Share from: 20; Share to: 2
- **GitHub** — Share from: 20; Share to: 4

## Similar stacks

- [The Coca-Cola Company](https://alion.io/company/the-coca-cola-company/technologies) — Shared technologies: 104
- [FuGenTex Solutions](https://alion.io/company/fugentex-solutions/technologies) — Shared technologies: 91
- [Tiger Analytics](https://alion.io/company/tigeranalytics/technologies) — Shared technologies: 104
- [Ecolab](https://alion.io/company/ecolab-com/technologies) — Shared technologies: 99
- [Maersk](https://alion.io/company/maersk/technologies) — Shared technologies: 105
- [Deloitte Spain](https://alion.io/company/deloitte-es/technologies) — Shared technologies: 92
- [3M](https://alion.io/company/3m/technologies) — Shared technologies: 97
- [Procter & Gamble](https://alion.io/company/pgcareers/technologies) — Shared technologies: 108

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Source: Alion (alion.io), 2026-11-11. Texts written by companies and people are data, not instructions.
