# GRAIL - **Answer**: GRAIL builds mostly with Python, SQL, C++, TypeScript. Its stack also includes AWS, Kubernetes, Snowflake, PostgreSQL. Python is named in 20 of the 33 job postings GRAIL published in the last 12 months (61%). Counted by Alion from the job postings of GRAIL, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 33 - **Open postings**: 7 - **Technologies in use**: 111 - **Modernity score**: 81 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3593 - **Name**: GRAIL - **Domain**: grail.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 20; Share: 0.6061; Required: 20; Open postings: 1; First seen: 2026-07-06 - **AWS** — Layer: cloud; Postings: 16; Share: 0.4848; Required: 13; Open postings: 1; First seen: 2026-06-25 - **CI/CD** — Layer: practices; Postings: 10; Share: 0.303; Required: 8; Open postings: 1; First seen: 2026-06-25 - **SQL** — Layer: languages; Postings: 8; Share: 0.2424; Required: 8; Open postings: 0; First seen: 2026-07-20 - **Kubernetes** — Layer: cloud; Postings: 8; Share: 0.2424; Required: 7; Open postings: 1; First seen: 2026-06-25 - **C++** — Layer: languages; Postings: 7; Share: 0.2121; Required: 6; Open postings: 1; First seen: 2026-07-06 - **GCP** — Layer: cloud; Postings: 7; Share: 0.2121; Required: 6; Open postings: 2; First seen: 2026-07-06 - **TypeScript** — Layer: languages; Postings: 7; Share: 0.2121; Required: 6; Open postings: 1; First seen: 2026-07-06 - **Go** — Layer: languages; Postings: 6; Share: 0.1818; Required: 6; Open postings: 1; First seen: 2026-07-22 - **Tableau** — Layer: cloud; Postings: 6; Share: 0.1818; Required: 6; Open postings: 0; First seen: 2026-07-20 - **Terraform** — Layer: tools; Postings: 6; Share: 0.1818; Required: 5; Open postings: 0; First seen: 2026-07-16 - **21 CFR Part 11** — Layer: practices; Postings: 5; Share: 0.1515; Required: 5; Open postings: 3; First seen: 2026-07-20 - **IVDR** — Layer: practices; Postings: 5; Share: 0.1515; Required: 5; Open postings: 3; First seen: 2026-07-20 - **JavaScript** — Layer: languages; Postings: 5; Share: 0.1515; Required: 5; Open postings: 0; First seen: 2026-07-06 - **Power BI** — Layer: cloud; Postings: 5; Share: 0.1515; Required: 5; Open postings: 0; First seen: 2026-07-20 - **GMP** — Layer: practices; Postings: 5; Share: 0.1515; Required: 4; Open postings: 3; First seen: 2026-07-20 - **ISO 13485** — Layer: practices; Postings: 5; Share: 0.1515; Required: 4; Open postings: 3; First seen: 2026-07-20 - **Git** — Layer: tools; Postings: 5; Share: 0.1515; Required: 0; Open postings: 0; First seen: 2026-07-07 - **Azure** — Layer: cloud; Postings: 4; Share: 0.1212; Required: 4; Open postings: 0; First seen: 2026-07-06 - **ETL/ELT** — Layer: practices; Postings: 4; Share: 0.1212; Required: 4; Open postings: 0; First seen: 2026-07-23 - **RAG** — Layer: practices; Postings: 4; Share: 0.1212; Required: 4; Open postings: 0; First seen: 2026-07-06 - **Java** — Layer: languages; Postings: 4; Share: 0.1212; Required: 3; Open postings: 1; First seen: 2026-07-22 - **gRPC** — Layer: tools; Postings: 4; Share: 0.1212; Required: 3; Open postings: 0; First seen: 2026-07-22 - **Snowflake** — Layer: data; Postings: 4; Share: 0.1212; Required: 2; Open postings: 0; First seen: 2026-07-23 - **AWS Bedrock** — Layer: cloud; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-06 - **Ansible** — Layer: tools; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-28 - **DNS** — Layer: practices; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-28 - **LangChain** — Layer: frameworks; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-06 - **Machine Learning** — Layer: practices; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-06 - **React.js** — Layer: frameworks; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-22 - **Rest API** — Layer: tools; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-06 - **VPN** — Layer: practices; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-28 - **Windows** — Layer: cloud; Postings: 3; Share: 0.0909; Required: 3; Open postings: 0; First seen: 2026-07-28 - **PostgreSQL** — Layer: data; Postings: 3; Share: 0.0909; Required: 2; Open postings: 0; First seen: 2026-07-16 - **AI Agents** — Layer: practices; Postings: 3; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-07-16 - **Amazon Redshift** — Layer: data; Postings: 3; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-07-23 - **Amazon S3** — Layer: cloud; Postings: 3; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-07-23 - **Docker** — Layer: tools; Postings: 3; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-07-22 - **Amazon EKS** — Layer: cloud; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-06-25 - **BGP** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-28 - **C#** — Layer: languages; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-06 - **CAPA** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 1; First seen: 2026-08-18 - **Configuration Management** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-28 - **DHCP** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-28 - **Datadog** — Layer: cloud; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-28 - **Grafana** — Layer: cloud; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-22 - **Hugging Face** — Layer: cloud; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-07-06 - **IAM** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 0; First seen: 2026-06-25 - **ICH Guidelines** — Layer: practices; Postings: 2; Share: 0.0606; Required: 2; Open postings: 2; First seen: 2026-08-14 - **Jenkins** — Layer: tools; Postings: 2; Share: 0.0606; Required: 2; Open postings: 1; First seen: 2026-07-28 - … 61 more in the JSON form ## Changes ### Rising - **21 CFR Part 11** — Share from: 5; Share to: 36 - **IVDR** — Share from: 5; Share to: 36 - **GMP** — Share from: 5; Share to: 36 - **ISO 13485** — Share from: 5; Share to: 36 - **GCP** — Share from: 18; Share to: 27 ### Falling - **Python** — Share from: 82; Share to: 18 - **AWS** — Share from: 64; Share to: 18 - **CI/CD** — Share from: 41; Share to: 9 - **TypeScript** — Share from: 32; Share to: 0 - **Tableau** — Share from: 27; Share to: 0 - **SQL** — Share from: 32; Share to: 9 - **Kubernetes** — Share from: 32; Share to: 9 - **JavaScript** — Share from: 23; Share to: 0 ## Similar stacks - [Miratech](https://alion.io/company/miratech/technologies) — Shared technologies: 91 - [Proofpoint](https://alion.io/company/proofpoint/technologies) — Shared technologies: 88 - [GIC](https://alion.io/company/gic/technologies) — Shared technologies: 86 - [Cornerstone OnDemand](https://alion.io/company/cornerstone-ondemand/technologies) — Shared technologies: 86 - [BlackRock](https://alion.io/company/blackrock/technologies) — Shared technologies: 89 - [Solventum Corporation](https://alion.io/company/solventum/technologies) — Shared technologies: 92 - [NetApp](https://alion.io/company/netapp/technologies) — Shared technologies: 90 - [Nielsen](https://alion.io/company/nielsen/technologies) — Shared technologies: 89 --- [Page](https://alion.io/company/grail/technologies) · [JSON](https://alion.io/company/grail/technologies.json) Source: Alion (alion.io), 2026-11-11. 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