# Systems and Technology Research - **Answer**: Systems and Technology Research builds mostly with Python, C++, MATLAB, Java. Its stack also includes Linux, GitLab, PyTorch, TensorFlow. Python is named in 168 of the 216 job postings Systems and Technology Research published in the last 12 months (78%). Counted by Alion from the job postings of Systems and Technology Research, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 216 - **Open postings**: 109 - **Technologies in use**: 148 - **Modernity score**: 76 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 5401 - **Name**: Systems and Technology Research - **Domain**: str.us - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 168; Share: 0.7778; Required: 153; Open postings: 84; First seen: 2025-03-28 - **C++** — Layer: languages; Postings: 133; Share: 0.6157; Required: 126; Open postings: 77; First seen: 2025-03-28 - **MATLAB** — Layer: languages; Postings: 84; Share: 0.3889; Required: 67; Open postings: 48; First seen: 2025-10-23 - **Machine Learning** — Layer: practices; Postings: 82; Share: 0.3796; Required: 67; Open postings: 42; First seen: 2026-04-23 - **Linux** — Layer: cloud; Postings: 74; Share: 0.3426; Required: 62; Open postings: 35; First seen: 2025-04-22 - **CI/CD** — Layer: practices; Postings: 45; Share: 0.2083; Required: 45; Open postings: 16; First seen: 2026-04-07 - **Java** — Layer: languages; Postings: 36; Share: 0.1667; Required: 33; Open postings: 15; First seen: 2026-01-09 - **Git** — Layer: tools; Postings: 35; Share: 0.162; Required: 34; Open postings: 18; First seen: 2025-03-28 - **Docker** — Layer: tools; Postings: 34; Share: 0.1574; Required: 28; Open postings: 13; First seen: 2025-03-28 - **GitLab** — Layer: cloud; Postings: 32; Share: 0.1481; Required: 26; Open postings: 9; First seen: 2025-03-28 - **Kubernetes** — Layer: cloud; Postings: 28; Share: 0.1296; Required: 23; Open postings: 9; First seen: 2026-04-07 - **Windows** — Layer: cloud; Postings: 24; Share: 0.1111; Required: 24; Open postings: 13; First seen: 2025-04-22 - **Time Series** — Layer: practices; Postings: 23; Share: 0.1065; Required: 12; Open postings: 10; First seen: 2026-05-05 - **Reinforcement Learning** — Layer: practices; Postings: 22; Share: 0.1019; Required: 22; Open postings: 6; First seen: 2026-04-23 - **Ghidra** — Layer: tools; Postings: 20; Share: 0.0926; Required: 15; Open postings: 13; First seen: 2025-04-22 - **IDA Pro** — Layer: tools; Postings: 20; Share: 0.0926; Required: 15; Open postings: 13; First seen: 2025-04-22 - **Radar Signal Processing** — Layer: practices; Postings: 18; Share: 0.0833; Required: 18; Open postings: 16; First seen: 2026-07-06 - **Binary Ninja** — Layer: tools; Postings: 18; Share: 0.0833; Required: 15; Open postings: 11; First seen: 2025-04-22 - **QEMU** — Layer: tools; Postings: 18; Share: 0.0833; Required: 2; Open postings: 11; First seen: 2025-03-28 - **PyTorch** — Layer: frameworks; Postings: 15; Share: 0.0694; Required: 15; Open postings: 9; First seen: 2026-05-05 - **AI Agents** — Layer: practices; Postings: 15; Share: 0.0694; Required: 10; Open postings: 0; First seen: 2026-07-30 - **Platform Engineering** — Layer: practices; Postings: 14; Share: 0.0648; Required: 13; Open postings: 8; First seen: 2026-06-05 - **AWS** — Layer: cloud; Postings: 13; Share: 0.0602; Required: 13; Open postings: 5; First seen: 2026-07-16 - **MBSE** — Layer: practices; Postings: 12; Share: 0.0556; Required: 12; Open postings: 8; First seen: 2026-01-09 - **Cameo Systems Modeler** — Layer: tools; Postings: 12; Share: 0.0556; Required: 10; Open postings: 8; First seen: 2026-01-09 - **Podman** — Layer: tools; Postings: 11; Share: 0.0509; Required: 11; Open postings: 7; First seen: 2025-11-04 - **SonarQube** — Layer: cloud; Postings: 11; Share: 0.0509; Required: 11; Open postings: 5; First seen: 2026-04-07 - **TensorFlow** — Layer: frameworks; Postings: 11; Share: 0.0509; Required: 11; Open postings: 9; First seen: 2026-05-05 - **TensorFlow C++** — Layer: frameworks; Postings: 11; Share: 0.0509; Required: 11; Open postings: 9; First seen: 2026-05-05 - **Simulink** — Layer: tools; Postings: 11; Share: 0.0509; Required: 8; Open postings: 10; First seen: 2025-10-23 - **MAVLink** — Layer: tools; Postings: 10; Share: 0.0463; Required: 10; Open postings: 0; First seen: 2026-07-30 - **Matplotlib** — Layer: frameworks; Postings: 10; Share: 0.0463; Required: 10; Open postings: 6; First seen: 2026-05-05 - **Pandas** — Layer: frameworks; Postings: 10; Share: 0.0463; Required: 10; Open postings: 6; First seen: 2026-05-05 - **React.js** — Layer: frameworks; Postings: 10; Share: 0.0463; Required: 10; Open postings: 4; First seen: 2026-06-05 - **TypeScript** — Layer: languages; Postings: 10; Share: 0.0463; Required: 10; Open postings: 5; First seen: 2026-06-05 - **JavaScript** — Layer: languages; Postings: 10; Share: 0.0463; Required: 3; Open postings: 4; First seen: 2026-06-05 - **Assembly** — Layer: languages; Postings: 10; Share: 0.0463; Required: 0; Open postings: 10; First seen: 2025-03-28 - **LLM** — Layer: ai; Postings: 9; Share: 0.0417; Required: 9; Open postings: 5; First seen: 2026-08-17 - **Rancher** — Layer: cloud; Postings: 9; Share: 0.0417; Required: 9; Open postings: 5; First seen: 2026-07-16 - **Scikit-learn** — Layer: frameworks; Postings: 9; Share: 0.0417; Required: 9; Open postings: 5; First seen: 2026-05-05 - **SysML** — Layer: tools; Postings: 9; Share: 0.0417; Required: 9; Open postings: 7; First seen: 2026-01-09 - **CUDA** — Layer: frameworks; Postings: 9; Share: 0.0417; Required: 5; Open postings: 5; First seen: 2026-07-31 - **Amazon EKS** — Layer: cloud; Postings: 8; Share: 0.037; Required: 8; Open postings: 4; First seen: 2026-07-16 - **MLFlow** — Layer: cloud; Postings: 8; Share: 0.037; Required: 8; Open postings: 6; First seen: 2026-07-21 - **OpenAI Codex** — Layer: tools; Postings: 8; Share: 0.037; Required: 8; Open postings: 7; First seen: 2026-10-01 - **Ray** — Layer: frameworks; Postings: 8; Share: 0.037; Required: 8; Open postings: 6; First seen: 2026-07-21 - **SQL** — Layer: languages; Postings: 8; Share: 0.037; Required: 6; Open postings: 4; First seen: 2026-07-07 - **Active Directory** — Layer: cloud; Postings: 7; Share: 0.0324; Required: 7; Open postings: 3; First seen: 2026-03-02 - **GitLab CI** — Layer: cloud; Postings: 7; Share: 0.0324; Required: 7; Open postings: 0; First seen: 2026-04-07 - **Red Hat** — Layer: cloud; Postings: 7; Share: 0.0324; Required: 5; Open postings: 3; First seen: 2025-10-23 - … 98 more in the JSON form ## Changes ### First appeared - **Claude Code** — First seen: 2026-11-10 - **RAG** — First seen: 2026-11-10 - **Cursor** — First seen: 2026-11-09 - **Edge AI** — First seen: 2026-11-09 - **Embedded C** — First seen: 2026-11-09 - **PetaLinux** — First seen: 2026-11-09 - **Vitis** — First seen: 2026-11-09 - **C** — First seen: 2026-10-26 ### Rising - **Git** — Share from: 4; Share to: 23 - **Linux** — Share from: 21; Share to: 32 - **Simulink** — Share from: 0; Share to: 9 - **LLM** — Share from: 0; Share to: 8 - **Binary Ninja** — Share from: 1; Share to: 8 - **QEMU** — Share from: 1; Share to: 8 - **OpenAI Codex** — Share from: 0; Share to: 7 - **Windows** — Share from: 4; Share to: 10 ### Falling - **GitLab** — Share from: 22; Share to: 10 - **Platform Engineering** — Share from: 13; Share to: 4 - **Radar Signal Processing** — Share from: 15; Share to: 7 - **SonarQube** — Share from: 9; Share to: 1 - **Docker** — Share from: 18; Share to: 11 - **Reinforcement Learning** — Share from: 16; Share to: 9 - **MAVLink** — Share from: 10; Share to: 3 - **Kubernetes** — Share from: 15; Share to: 9 ### Not seen 180d - **Bash** — Last seen: 2026-04-07 - **Conan** — Last seen: 2026-04-07 - **Trivy** — Last seen: 2026-04-07 - **VCPKG** — Last seen: 2026-04-07 - **JAX** — Last seen: 2026-05-07 ## Similar stacks - [True Anomaly](https://alion.io/company/true-anomaly/technologies) — Shared technologies: 103 - [Shield AI](https://alion.io/company/shield-ai/technologies) — Shared technologies: 117 - [General Dynamics Mission Systems](https://alion.io/company/gdmissionsystems-com/technologies) — Shared technologies: 103 - [GRVTY](https://alion.io/company/grvty/technologies) — Shared technologies: 103 - [Archer Aviation](https://alion.io/company/archer/technologies) — Shared technologies: 93 - [AeroVironment](https://alion.io/company/aerovironment/technologies) — Shared technologies: 102 - [Saab](https://alion.io/company/saab/technologies) — Shared technologies: 85 - [Johns Hopkins University Applied Physics Laboratory](https://alion.io/company/jhuapl/technologies) — Shared technologies: 101 --- [Page](https://alion.io/company/str/technologies) · [JSON](https://alion.io/company/str/technologies.json) Source: Alion (alion.io), 2026-11-11. 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