# Veracyte - **Answer**: Veracyte builds mostly with Python, SQL, C#, TypeScript. Its stack also includes AWS, AWS Lambda, Snowflake, Lightning Web Components. Python is named in 14 of the 22 job postings Veracyte published in the last 12 months (64%). Counted by Alion from the job postings of Veracyte, updated Nov 13, 2026. - **Window days**: 365 - **Postings analysed**: 22 - **Open postings**: 10 - **Technologies in use**: 101 - **Modernity score**: 73 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3895 - **Name**: Veracyte - **Domain**: veracyte.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 14; Share: 0.6364; Required: 11; Open postings: 7; First seen: 2026-02-17 - **AWS** — Layer: cloud; Postings: 12; Share: 0.5455; Required: 9; Open postings: 6; First seen: 2026-02-17 - **CI/CD** — Layer: practices; Postings: 8; Share: 0.3636; Required: 5; Open postings: 4; First seen: 2026-06-12 - **Machine Learning** — Layer: practices; Postings: 7; Share: 0.3182; Required: 5; Open postings: 5; First seen: 2026-02-17 - **Next-Generation Sequencing** — Layer: practices; Postings: 6; Share: 0.2727; Required: 6; Open postings: 3; First seen: 2026-02-17 - **LIMS** — Layer: tools; Postings: 5; Share: 0.2273; Required: 2; Open postings: 3; First seen: 2026-07-24 - **Design Controls** — Layer: practices; Postings: 4; Share: 0.1818; Required: 4; Open postings: 1; First seen: 2026-04-06 - **SQL** — Layer: languages; Postings: 4; Share: 0.1818; Required: 4; Open postings: 3; First seen: 2026-05-13 - **AWS Lambda** — Layer: cloud; Postings: 4; Share: 0.1818; Required: 2; Open postings: 2; First seen: 2026-02-17 - **Amazon S3** — Layer: cloud; Postings: 4; Share: 0.1818; Required: 2; Open postings: 2; First seen: 2026-02-17 - **Amazon EC2** — Layer: cloud; Postings: 4; Share: 0.1818; Required: 1; Open postings: 2; First seen: 2026-02-17 - **Azure** — Layer: cloud; Postings: 4; Share: 0.1818; Required: 1; Open postings: 2; First seen: 2026-05-13 - **Docker** — Layer: tools; Postings: 4; Share: 0.1818; Required: 1; Open postings: 2; First seen: 2026-06-12 - **Kubernetes** — Layer: cloud; Postings: 4; Share: 0.1818; Required: 1; Open postings: 2; First seen: 2026-06-12 - **ETL/ELT** — Layer: practices; Postings: 3; Share: 0.1364; Required: 3; Open postings: 2; First seen: 2026-05-13 - **Human-in-the-Loop** — Layer: practices; Postings: 3; Share: 0.1364; Required: 3; Open postings: 2; First seen: 2026-07-24 - **JMP** — Layer: tools; Postings: 3; Share: 0.1364; Required: 3; Open postings: 1; First seen: 2026-08-13 - **Platform Engineering** — Layer: practices; Postings: 3; Share: 0.1364; Required: 3; Open postings: 2; First seen: 2026-07-24 - **LLM** — Layer: ai; Postings: 3; Share: 0.1364; Required: 2; Open postings: 1; First seen: 2026-05-13 - **AWS Step Functions** — Layer: cloud; Postings: 3; Share: 0.1364; Required: 1; Open postings: 1; First seen: 2026-02-17 - **C#** — Layer: languages; Postings: 3; Share: 0.1364; Required: 1; Open postings: 1; First seen: 2026-07-24 - **ISO 13485** — Layer: practices; Postings: 3; Share: 0.1364; Required: 1; Open postings: 2; First seen: 2026-07-24 - **TypeScript** — Layer: languages; Postings: 3; Share: 0.1364; Required: 1; Open postings: 1; First seen: 2026-07-24 - **Apex** — Layer: languages; Postings: 2; Share: 0.0909; Required: 2; Open postings: 0; First seen: 2026-07-22 - **IVDR** — Layer: practices; Postings: 2; Share: 0.0909; Required: 2; Open postings: 1; First seen: 2026-02-17 - **Lightning Web Components** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 2; Open postings: 0; First seen: 2026-07-22 - **Microsoft Excel** — Layer: tools; Postings: 2; Share: 0.0909; Required: 2; Open postings: 0; First seen: 2026-08-06 - **Snowflake** — Layer: data; Postings: 2; Share: 0.0909; Required: 2; Open postings: 2; First seen: 2026-09-21 - **FMEA** — Layer: practices; Postings: 2; Share: 0.0909; Required: 1; Open postings: 2; First seen: 2026-10-15 - **IAM** — Layer: practices; Postings: 2; Share: 0.0909; Required: 1; Open postings: 2; First seen: 2026-06-12 - **Tableau** — Layer: cloud; Postings: 2; Share: 0.0909; Required: 1; Open postings: 1; First seen: 2026-07-25 - **Chaos Engineering** — Layer: practices; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **Cypress** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **FHIR** — Layer: tools; Postings: 2; Share: 0.0909; Required: 0; Open postings: 2; First seen: 2026-07-24 - **HL7** — Layer: tools; Postings: 2; Share: 0.0909; Required: 0; Open postings: 2; First seen: 2026-07-24 - **JUnit** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **JavaScript** — Layer: languages; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **MuleSoft** — Layer: cloud; Postings: 2; Share: 0.0909; Required: 0; Open postings: 0; First seen: 2026-07-22 - **Playwright** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **Postman** — Layer: cloud; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **Rest-Assured** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **SRE** — Layer: practices; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **Selenium** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **TestNG** — Layer: frameworks; Postings: 2; Share: 0.0909; Required: 0; Open postings: 1; First seen: 2026-07-24 - **Amazon CloudWatch** — Layer: cloud; Postings: 1; Share: 0.0455; Required: 1; Open postings: 1; First seen: 2026-09-21 - **Amazon ECS** — Layer: cloud; Postings: 1; Share: 0.0455; Required: 1; Open postings: 1; First seen: 2026-06-12 - **Amazon Redshift** — Layer: data; Postings: 1; Share: 0.0455; Required: 1; Open postings: 1; First seen: 2026-09-30 - **CAPA** — Layer: practices; Postings: 1; Share: 0.0455; Required: 1; Open postings: 1; First seen: 2026-10-15 - **Computer Vision** — Layer: practices; Postings: 1; Share: 0.0455; Required: 1; Open postings: 0; First seen: 2026-08-11 - **Databricks** — Layer: cloud; Postings: 1; Share: 0.0455; Required: 1; Open postings: 1; First seen: 2026-09-30 - … 51 more in the JSON form ## Changes ### First appeared - **FMEA** — First seen: 2026-10-15 - **Snowflake** — First seen: 2026-09-21 - **JMP** — First seen: 2026-08-13 - **Microsoft Excel** — First seen: 2026-08-06 - **Tableau** — First seen: 2026-07-25 - **LIMS** — First seen: 2026-07-24 - **Human-in-the-Loop** — First seen: 2026-07-24 - **Platform Engineering** — First seen: 2026-07-24 ### Not seen 180d - **IVDR** — Last seen: 2026-04-06 ## Similar stacks - [Alcon](https://alion.io/company/alcon/technologies) — Shared technologies: 80 - [MiniMed](https://alion.io/company/minimed/technologies) — Shared technologies: 76 - [Veeva Systems](https://alion.io/company/veeva-systems/technologies) — Shared technologies: 71 - [Natera](https://alion.io/company/natera/technologies) — Shared technologies: 74 - [Invesco](https://alion.io/company/invesco/technologies) — Shared technologies: 68 - [Insulet](https://alion.io/company/insulet/technologies) — Shared technologies: 69 - [Altimetrik](https://alion.io/company/altimetrik/technologies) — Shared technologies: 69 - [Siemens Healthineers](https://alion.io/company/siemens-healthineers/technologies) — Shared technologies: 83 --- [Page](https://alion.io/company/veracyte/technologies) · [JSON](https://alion.io/company/veracyte/technologies.json) Source: Alion (alion.io), 2026-11-13. 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