# Freenome - **Answer**: Freenome builds mostly with Python, C++, SQL, Java. Its stack also includes GCP, Azure, Matplotlib, NumPy. Python is named in 24 of the 39 job postings Freenome published in the last 12 months (62%). Counted by Alion from the job postings of Freenome, updated Nov 12, 2026. - **Window days**: 365 - **Postings analysed**: 39 - **Open postings**: 23 - **Technologies in use**: 89 - **Modernity score**: 74 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3761 - **Name**: Freenome - **Domain**: freenome.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 24; Share: 0.6154; Required: 17; Open postings: 18; First seen: 2026-02-23 - **Next-Generation Sequencing** — Layer: practices; Postings: 14; Share: 0.359; Required: 12; Open postings: 13; First seen: 2026-07-16 - **GCP** — Layer: cloud; Postings: 11; Share: 0.2821; Required: 7; Open postings: 9; First seen: 2026-02-23 - **Azure** — Layer: cloud; Postings: 9; Share: 0.2308; Required: 6; Open postings: 8; First seen: 2026-02-23 - **Machine Learning** — Layer: practices; Postings: 8; Share: 0.2051; Required: 6; Open postings: 6; First seen: 2020-08-05 - **LIMS** — Layer: tools; Postings: 8; Share: 0.2051; Required: 4; Open postings: 3; First seen: 2026-07-23 - **Kubernetes** — Layer: cloud; Postings: 6; Share: 0.1538; Required: 6; Open postings: 5; First seen: 2026-02-23 - **AWS** — Layer: cloud; Postings: 6; Share: 0.1538; Required: 3; Open postings: 5; First seen: 2026-05-05 - **GMP** — Layer: practices; Postings: 5; Share: 0.1282; Required: 5; Open postings: 3; First seen: 2026-10-05 - **Docker** — Layer: tools; Postings: 5; Share: 0.1282; Required: 4; Open postings: 4; First seen: 2026-05-05 - **Agentic Workflows** — Layer: practices; Postings: 4; Share: 0.1026; Required: 4; Open postings: 3; First seen: 2026-02-23 - **Matplotlib** — Layer: frameworks; Postings: 4; Share: 0.1026; Required: 4; Open postings: 4; First seen: 2026-07-23 - **NumPy** — Layer: frameworks; Postings: 4; Share: 0.1026; Required: 4; Open postings: 4; First seen: 2026-07-23 - **Pandas** — Layer: frameworks; Postings: 4; Share: 0.1026; Required: 4; Open postings: 4; First seen: 2026-07-23 - **GLP** — Layer: practices; Postings: 4; Share: 0.1026; Required: 2; Open postings: 2; First seen: 2026-07-23 - **AI Agents** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 3; First seen: 2026-02-23 - **C++** — Layer: languages; Postings: 3; Share: 0.0769; Required: 3; Open postings: 2; First seen: 2026-07-16 - **FMEA** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 1; First seen: 2026-10-12 - **PyTorch** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 3; Open postings: 2; First seen: 2026-07-16 - **SQL** — Layer: languages; Postings: 3; Share: 0.0769; Required: 3; Open postings: 3; First seen: 2026-07-24 - **TensorFlow** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 3; Open postings: 2; First seen: 2026-07-16 - **TensorFlow C++** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 3; Open postings: 2; First seen: 2026-07-16 - **Microsoft Excel** — Layer: tools; Postings: 3; Share: 0.0769; Required: 1; Open postings: 2; First seen: 2026-02-24 - **Flyte** — Layer: cloud; Postings: 3; Share: 0.0769; Required: 0; Open postings: 3; First seen: 2026-02-23 - **Design Controls** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-08-11 - **Interpretability** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-07-16 - **JMP** — Layer: tools; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-10-06 - **Java** — Layer: languages; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-07-16 - **Linux** — Layer: cloud; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-02-23 - **MLFlow** — Layer: cloud; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-07-16 - **PCR** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-08-11 - **Scikit-learn** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-07-16 - **TensorBoard** — Layer: tools; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-07-16 - **Verification & Validation** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-08-18 - **CI/CD** — Layer: practices; Postings: 2; Share: 0.0513; Required: 1; Open postings: 1; First seen: 2026-07-16 - **ISO 13485** — Layer: practices; Postings: 2; Share: 0.0513; Required: 1; Open postings: 1; First seen: 2026-10-06 - **Apache Iceberg** — Layer: data; Postings: 2; Share: 0.0513; Required: 0; Open postings: 2; First seen: 2026-11-03 - **Amazon EKS** — Layer: cloud; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **Azure AKS** — Layer: cloud; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **Bicep** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **CAPA** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-06 - **ChatGPT** — Layer: ai; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-11-02 - **Context Engineering** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-02-23 - **Contrastive Learning** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-07-16 - **Datadog** — Layer: cloud; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **DeepSpeed** — Layer: frameworks; Postings: 1; Share: 0.0256; Required: 1; Open postings: 0; First seen: 2026-07-16 - **Design History File** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **Design of Experiments** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-29 - **Git** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 0; First seen: 2026-07-16 - **Good Clinical Practice** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-03-05 - … 39 more in the JSON form ## Changes ### First appeared - **Apache Iceberg** — First seen: 2026-11-03 - **FMEA** — First seen: 2026-10-12 - **JMP** — First seen: 2026-10-06 - **ISO 13485** — First seen: 2026-10-06 - **GMP** — First seen: 2026-10-05 - **Verification & Validation** — First seen: 2026-08-18 - **Design Controls** — First seen: 2026-08-11 - **PCR** — First seen: 2026-08-11 ### Rising - **GMP** — Share from: 0; Share to: 24 - **FMEA** — Share from: 0; Share to: 14 - **LIMS** — Share from: 17; Share to: 29 - **Kubernetes** — Share from: 8; Share to: 14 ### Falling - **Machine Learning** — Share from: 50; Share to: 5 - **Python** — Share from: 92; Share to: 48 - **C++** — Share from: 25; Share to: 0 - **PyTorch** — Share from: 25; Share to: 0 - **TensorFlow** — Share from: 25; Share to: 0 - **TensorFlow C++** — Share from: 25; Share to: 0 - **Matplotlib** — Share from: 25; Share to: 5 - **NumPy** — Share from: 25; Share to: 5 ## Similar stacks - [Regeneron Pharmaceuticals](https://alion.io/company/regeneron/technologies) — Shared technologies: 58 - [Genentech](https://alion.io/company/gene-com/technologies) — Shared technologies: 53 - [Hims & Hers](https://alion.io/company/hims/technologies) — Shared technologies: 51 - [Gilead Sciences](https://alion.io/company/gilead/technologies) — Shared technologies: 58 - [Bayer](https://alion.io/company/bayer-7/technologies) — Shared technologies: 59 - [Moderna](https://alion.io/company/modernatx/technologies) — Shared technologies: 55 - [Johnson & Johnson](https://alion.io/company/jnj/technologies) — Shared technologies: 71 - [Novartis](https://alion.io/company/novartis/technologies) — Shared technologies: 60 --- [Page](https://alion.io/company/freenome/technologies) · [JSON](https://alion.io/company/freenome/technologies.json) Source: Alion (alion.io), 2026-11-12. 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