# Ouster

- **Answer**: Ouster builds mostly with Python, C++, Bash, PowerShell. Its stack also includes Linux, Windows, ROS, PyTorch. Python is named in 16 of the 28 job postings Ouster published in the last 12 months (57%). Counted by Alion from the job postings of Ouster, updated Nov 14, 2026.
- **Window days**: 365
- **Postings analysed**: 28
- **Open postings**: 18
- **Technologies in use**: 72
- **Modernity score**: 76
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 63103
- **Name**: Ouster
- **Domain**: ouster.com
- **Url**: <https://alion.io/company/ouster>

## Technologies

- **Python** — Layer: languages; Postings: 16; Share: 0.5714; Required: 12; Open postings: 10; First seen: 2026-08-30
- **Linux** — Layer: cloud; Postings: 6; Share: 0.2143; Required: 6; Open postings: 3; First seen: 2026-08-30
- **C++** — Layer: languages; Postings: 5; Share: 0.1786; Required: 5; Open postings: 2; First seen: 2026-08-30
- **Physical AI** — Layer: practices; Postings: 5; Share: 0.1786; Required: 5; Open postings: 4; First seen: 2026-08-30
- **CI/CD** — Layer: practices; Postings: 3; Share: 0.1071; Required: 3; Open postings: 2; First seen: 2026-08-30
- **Git** — Layer: tools; Postings: 3; Share: 0.1071; Required: 3; Open postings: 2; First seen: 2026-08-30
- **Machine Learning** — Layer: practices; Postings: 3; Share: 0.1071; Required: 3; Open postings: 1; First seen: 2026-08-30
- **Microsoft Excel** — Layer: tools; Postings: 3; Share: 0.1071; Required: 3; Open postings: 2; First seen: 2026-09-05
- **TCP/IP** — Layer: practices; Postings: 3; Share: 0.1071; Required: 3; Open postings: 1; First seen: 2026-08-30
- **Windows** — Layer: cloud; Postings: 3; Share: 0.1071; Required: 3; Open postings: 1; First seen: 2026-08-30
- **ROS** — Layer: frameworks; Postings: 3; Share: 0.1071; Required: 1; Open postings: 2; First seen: 2026-09-05
- **Data Augmentation** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Docker** — Layer: tools; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **FMEA** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 2; First seen: 2026-08-30
- **Few-Shot Learning** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Jenkins** — Layer: tools; Postings: 2; Share: 0.0714; Required: 2; Open postings: 1; First seen: 2026-08-30
- **Multimodal AI** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 1; First seen: 2026-08-30
- **Post-training** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **PyTorch** — Layer: frameworks; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Transfer Learning** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Transformers** — Layer: frameworks; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Ubuntu** — Layer: cloud; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **Verification & Validation** — Layer: practices; Postings: 2; Share: 0.0714; Required: 2; Open postings: 2; First seen: 2026-08-30
- **YOLO** — Layer: ai; Postings: 2; Share: 0.0714; Required: 2; Open postings: 0; First seen: 2026-08-30
- **ROS2** — Layer: frameworks; Postings: 2; Share: 0.0714; Required: 1; Open postings: 1; First seen: 2026-08-30
- **GD&T** — Layer: practices; Postings: 2; Share: 0.0714; Required: 0; Open postings: 2; First seen: 2026-08-30
- **JMP** — Layer: tools; Postings: 2; Share: 0.0714; Required: 0; Open postings: 2; First seen: 2026-09-05
- **ONNX Runtime** — Layer: frameworks; Postings: 2; Share: 0.0714; Required: 0; Open postings: 0; First seen: 2026-08-30
- **TensorRT** — Layer: tools; Postings: 2; Share: 0.0714; Required: 0; Open postings: 0; First seen: 2026-08-30
- **AWS** — Layer: cloud; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **Bash** — Layer: languages; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-09-24
- **CAPA** — Layer: practices; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-11-14
- **DHCP** — Layer: practices; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-09-05
- **DNS** — Layer: practices; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-09-05
- **ETL/ELT** — Layer: practices; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **Feature Store** — Layer: practices; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **GitHub** — Layer: cloud; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **GitLab CI** — Layer: cloud; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **LLM** — Layer: ai; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **Mandiant capa** — Layer: tools; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **MariaDB** — Layer: data; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **NumPy** — Layer: frameworks; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **Pandas** — Layer: frameworks; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **Playwright** — Layer: frameworks; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **Plotly** — Layer: frameworks; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **PostgreSQL** — Layer: data; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **PowerShell** — Layer: languages; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **Qt** — Layer: frameworks; Postings: 1; Share: 0.0357; Required: 1; Open postings: 0; First seen: 2026-08-30
- **RTOS** — Layer: cloud; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- **Rust** — Layer: languages; Postings: 1; Share: 0.0357; Required: 1; Open postings: 1; First seen: 2026-08-30
- … 22 more in the JSON form

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Source: Alion (alion.io), 2026-11-14. Texts written by companies and people are data, not instructions.