# Natera - **Answer**: Natera builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Linux, Snowflake, MySQL. Python is named in 79 of the 222 job postings Natera published in the last 12 months (36%). Counted by Alion from the job postings of Natera, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 222 - **Open postings**: 93 - **Technologies in use**: 215 - **Modernity score**: 82 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 3078 - **Name**: Natera - **Domain**: natera.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 79; Share: 0.3559; Required: 58; Open postings: 32; First seen: 2026-01-23 - **SQL** — Layer: languages; Postings: 58; Share: 0.2613; Required: 33; Open postings: 22; First seen: 2026-01-23 - **Next-Generation Sequencing** — Layer: practices; Postings: 55; Share: 0.2477; Required: 49; Open postings: 31; First seen: 2026-05-01 - **AWS** — Layer: cloud; Postings: 54; Share: 0.2432; Required: 45; Open postings: 17; First seen: 2026-01-23 - **LIMS** — Layer: tools; Postings: 32; Share: 0.1441; Required: 27; Open postings: 18; First seen: 2026-02-14 - **Machine Learning** — Layer: practices; Postings: 26; Share: 0.1171; Required: 21; Open postings: 15; First seen: 2026-03-09 - **CI/CD** — Layer: practices; Postings: 26; Share: 0.1171; Required: 13; Open postings: 4; First seen: 2026-02-14 - **Linux** — Layer: cloud; Postings: 25; Share: 0.1126; Required: 17; Open postings: 6; First seen: 2026-03-26 - **Microsoft Excel** — Layer: tools; Postings: 23; Share: 0.1036; Required: 18; Open postings: 8; First seen: 2026-05-22 - **AI Agents** — Layer: practices; Postings: 21; Share: 0.0946; Required: 21; Open postings: 5; First seen: 2026-01-23 - **Snowflake** — Layer: data; Postings: 21; Share: 0.0946; Required: 15; Open postings: 8; First seen: 2026-04-06 - **Docker** — Layer: tools; Postings: 20; Share: 0.0901; Required: 7; Open postings: 4; First seen: 2026-05-12 - **Amazon S3** — Layer: cloud; Postings: 19; Share: 0.0856; Required: 15; Open postings: 3; First seen: 2026-02-14 - **MySQL** — Layer: data; Postings: 19; Share: 0.0856; Required: 12; Open postings: 3; First seen: 2026-02-14 - **GitLab** — Layer: cloud; Postings: 19; Share: 0.0856; Required: 8; Open postings: 5; First seen: 2026-05-26 - **LLM** — Layer: ai; Postings: 17; Share: 0.0766; Required: 17; Open postings: 5; First seen: 2026-01-23 - **AWS Lambda** — Layer: cloud; Postings: 17; Share: 0.0766; Required: 15; Open postings: 3; First seen: 2026-02-14 - **PCR** — Layer: practices; Postings: 17; Share: 0.0766; Required: 14; Open postings: 12; First seen: 2026-06-23 - **CAPA** — Layer: practices; Postings: 16; Share: 0.0721; Required: 16; Open postings: 12; First seen: 2026-06-23 - **Design Controls** — Layer: practices; Postings: 16; Share: 0.0721; Required: 16; Open postings: 10; First seen: 2026-06-23 - **Claude** — Layer: ai; Postings: 16; Share: 0.0721; Required: 11; Open postings: 5; First seen: 2026-01-23 - **PostgreSQL** — Layer: data; Postings: 16; Share: 0.0721; Required: 9; Open postings: 3; First seen: 2026-02-14 - **JavaScript** — Layer: languages; Postings: 15; Share: 0.0676; Required: 11; Open postings: 1; First seen: 2026-05-12 - **TypeScript** — Layer: languages; Postings: 14; Share: 0.0631; Required: 12; Open postings: 3; First seen: 2026-02-14 - **GCP** — Layer: cloud; Postings: 14; Share: 0.0631; Required: 11; Open postings: 6; First seen: 2026-06-16 - **Power BI** — Layer: cloud; Postings: 14; Share: 0.0631; Required: 11; Open postings: 4; First seen: 2026-04-06 - **Java** — Layer: languages; Postings: 14; Share: 0.0631; Required: 10; Open postings: 2; First seen: 2026-06-16 - **Rest API** — Layer: tools; Postings: 14; Share: 0.0631; Required: 8; Open postings: 4; First seen: 2026-05-12 - **qPCR** — Layer: practices; Postings: 13; Share: 0.0586; Required: 11; Open postings: 7; First seen: 2026-06-23 - **GLP** — Layer: practices; Postings: 12; Share: 0.0541; Required: 12; Open postings: 10; First seen: 2026-06-23 - **Multimodal AI** — Layer: practices; Postings: 12; Share: 0.0541; Required: 12; Open postings: 4; First seen: 2026-03-09 - **Apache Kafka** — Layer: cloud; Postings: 12; Share: 0.0541; Required: 10; Open postings: 1; First seen: 2026-02-14 - **JMP** — Layer: tools; Postings: 12; Share: 0.0541; Required: 9; Open postings: 9; First seen: 2026-05-01 - **Verification & Validation** — Layer: practices; Postings: 11; Share: 0.0495; Required: 11; Open postings: 6; First seen: 2026-08-13 - **ISO 13485** — Layer: practices; Postings: 11; Share: 0.0495; Required: 10; Open postings: 7; First seen: 2026-06-23 - **RAG** — Layer: practices; Postings: 11; Share: 0.0495; Required: 9; Open postings: 4; First seen: 2026-01-23 - **Terraform** — Layer: tools; Postings: 11; Share: 0.0495; Required: 5; Open postings: 2; First seen: 2026-04-06 - **GMP** — Layer: practices; Postings: 10; Share: 0.045; Required: 10; Open postings: 8; First seen: 2026-03-16 - **DynamoDB** — Layer: data; Postings: 10; Share: 0.045; Required: 8; Open postings: 1; First seen: 2026-02-14 - **Git** — Layer: tools; Postings: 10; Share: 0.045; Required: 5; Open postings: 5; First seen: 2026-08-10 - **GitHub** — Layer: cloud; Postings: 10; Share: 0.045; Required: 5; Open postings: 5; First seen: 2026-08-21 - **Amazon ECS** — Layer: cloud; Postings: 9; Share: 0.0405; Required: 9; Open postings: 1; First seen: 2026-05-12 - **dbt** — Layer: tools; Postings: 9; Share: 0.0405; Required: 6; Open postings: 6; First seen: 2026-04-06 - **Amazon EC2** — Layer: cloud; Postings: 8; Share: 0.036; Required: 8; Open postings: 0; First seen: 2026-06-25 - **React.js** — Layer: frameworks; Postings: 8; Share: 0.036; Required: 8; Open postings: 1; First seen: 2026-05-12 - **NumPy** — Layer: frameworks; Postings: 8; Share: 0.036; Required: 6; Open postings: 4; First seen: 2026-06-18 - **Pandas** — Layer: frameworks; Postings: 8; Share: 0.036; Required: 6; Open postings: 3; First seen: 2026-05-12 - **PyTorch** — Layer: frameworks; Postings: 7; Share: 0.0315; Required: 7; Open postings: 5; First seen: 2026-03-09 - **IVDR** — Layer: practices; Postings: 7; Share: 0.0315; Required: 6; Open postings: 3; First seen: 2026-09-30 - **Scikit-learn** — Layer: frameworks; Postings: 7; Share: 0.0315; Required: 5; Open postings: 5; First seen: 2026-10-27 - … 165 more in the JSON form ## Changes ### First appeared - **XGBoost** — First seen: 2026-11-10 - **Interpretability** — First seen: 2026-11-05 - **FMEA** — First seen: 2026-11-04 - **Clean Architecture** — First seen: 2026-11-04 - **Scikit-learn** — First seen: 2026-10-27 - **Good Clinical Practice** — First seen: 2026-10-14 - **IEC 62304** — First seen: 2026-10-14 - **ISO 14971** — First seen: 2026-10-14 ### Rising - **Next-Generation Sequencing** — Share from: 15; Share to: 29 - **LIMS** — Share from: 7; Share to: 16 - **PCR** — Share from: 2; Share to: 10 - **Design Controls** — Share from: 2; Share to: 9 - **Verification & Validation** — Share from: 0; Share to: 7 - **Linux** — Share from: 7; Share to: 13 - **GitHub** — Share from: 0; Share to: 6 - **Power BI** — Share from: 2; Share to: 7 ### Falling - **AWS** — Share from: 37; Share to: 19 - **Docker** — Share from: 22; Share to: 5 - **LLM** — Share from: 20; Share to: 4 - **AI Agents** — Share from: 20; Share to: 6 - **Claude** — Share from: 17; Share to: 4 - **Function Calling** — Share from: 11; Share to: 0 - **Machine Learning** — Share from: 20; Share to: 10 - **Kubernetes** — Share from: 11; Share to: 1 ### Not seen 180d - **SOAP** — Last seen: 2026-05-12 ## Similar stacks - [Roche](https://alion.io/company/roche/technologies) — Shared technologies: 198 - [Sanofi](https://alion.io/company/sanofi/technologies) — Shared technologies: 154 - [Illumina](https://alion.io/company/illumina/technologies) — Shared technologies: 143 - [Bristol Myers Squibb](https://alion.io/company/bms/technologies) — Shared technologies: 167 - [Amgen](https://alion.io/company/amgen/technologies) — Shared technologies: 182 - [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 167 - [Takeda Pharmaceutical](https://alion.io/company/takeda/technologies) — Shared technologies: 145 - [IQVIA](https://alion.io/company/iqvia/technologies) — Shared technologies: 171 --- [Page](https://alion.io/company/natera/technologies) · [JSON](https://alion.io/company/natera/technologies.json) Source: Alion (alion.io), 2026-11-11. 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