# Cambridge Consultants - **Answer**: Cambridge Consultants builds mostly with Python, C++, Rust, VHDL. Its stack also includes Transformers, Linux, LangChain, Windows. Python is named in 35 of the 67 job postings Cambridge Consultants published in the last 12 months (52%). Counted by Alion from the job postings of Cambridge Consultants, updated Nov 15, 2026. - **Window days**: 365 - **Postings analysed**: 67 - **Open postings**: 53 - **Technologies in use**: 98 - **Modernity score**: 85 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 51557 - **Name**: Cambridge Consultants - **Domain**: cambridgeconsultants.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 35; Share: 0.5224; Required: 32; Open postings: 29; First seen: 2025-02-21 - **C++** — Layer: languages; Postings: 19; Share: 0.2836; Required: 19; Open postings: 16; First seen: 2025-02-21 - **Machine Learning** — Layer: practices; Postings: 10; Share: 0.1493; Required: 10; Open postings: 10; First seen: 2025-11-27 - **Rust** — Layer: languages; Postings: 10; Share: 0.1493; Required: 10; Open postings: 9; First seen: 2025-02-21 - **AI Agents** — Layer: practices; Postings: 9; Share: 0.1343; Required: 9; Open postings: 7; First seen: 2025-11-25 - **VHDL** — Layer: languages; Postings: 8; Share: 0.1194; Required: 8; Open postings: 7; First seen: 2025-02-26 - **MATLAB** — Layer: languages; Postings: 7; Share: 0.1045; Required: 7; Open postings: 7; First seen: 2025-02-21 - **Verilog** — Layer: languages; Postings: 7; Share: 0.1045; Required: 7; Open postings: 6; First seen: 2025-02-26 - **CI/CD** — Layer: practices; Postings: 7; Share: 0.1045; Required: 6; Open postings: 6; First seen: 2025-02-26 - **Git** — Layer: tools; Postings: 6; Share: 0.0896; Required: 6; Open postings: 6; First seen: 2025-11-27 - **Reinforcement Learning** — Layer: practices; Postings: 6; Share: 0.0896; Required: 6; Open postings: 6; First seen: 2025-11-27 - **Agentic Workflows** — Layer: practices; Postings: 5; Share: 0.0746; Required: 5; Open postings: 3; First seen: 2026-05-21 - **Diffusion Models** — Layer: practices; Postings: 5; Share: 0.0746; Required: 5; Open postings: 5; First seen: 2025-11-27 - **Reinforcement Learning** — Layer: practices; Postings: 5; Share: 0.0746; Required: 5; Open postings: 5; First seen: 2025-11-27 - **Transformers** — Layer: frameworks; Postings: 5; Share: 0.0746; Required: 5; Open postings: 5; First seen: 2025-11-27 - **Java** — Layer: languages; Postings: 5; Share: 0.0746; Required: 3; Open postings: 3; First seen: 2025-11-25 - **Physical AI** — Layer: practices; Postings: 5; Share: 0.0746; Required: 3; Open postings: 2; First seen: 2026-05-21 - **Linux** — Layer: cloud; Postings: 4; Share: 0.0597; Required: 4; Open postings: 4; First seen: 2025-02-26 - **Multimodal AI** — Layer: practices; Postings: 4; Share: 0.0597; Required: 4; Open postings: 2; First seen: 2026-05-21 - **Vision-Language-Action** — Layer: practices; Postings: 4; Share: 0.0597; Required: 4; Open postings: 4; First seen: 2025-11-27 - **Zigbee** — Layer: tools; Postings: 4; Share: 0.0597; Required: 4; Open postings: 4; First seen: 2026-05-05 - **LangChain** — Layer: frameworks; Postings: 4; Share: 0.0597; Required: 1; Open postings: 2; First seen: 2025-11-25 - **TypeScript** — Layer: languages; Postings: 4; Share: 0.0597; Required: 1; Open postings: 2; First seen: 2025-11-25 - **C#** — Layer: languages; Postings: 4; Share: 0.0597; Required: 0; Open postings: 2; First seen: 2025-11-20 - **Copilot** — Layer: tools; Postings: 3; Share: 0.0448; Required: 3; Open postings: 1; First seen: 2026-09-04 - **Edge AI** — Layer: practices; Postings: 3; Share: 0.0448; Required: 3; Open postings: 2; First seen: 2026-07-24 - **ISO 13485** — Layer: practices; Postings: 3; Share: 0.0448; Required: 3; Open postings: 3; First seen: 2026-02-23 - **PyTorch** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 3; Open postings: 1; First seen: 2026-05-21 - **SystemVerilog** — Layer: languages; Postings: 3; Share: 0.0448; Required: 3; Open postings: 3; First seen: 2026-03-19 - **Windows** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 3; Open postings: 3; First seen: 2026-10-01 - **AWS** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 1; Open postings: 2; First seen: 2025-11-25 - **Azure** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 1; Open postings: 2; First seen: 2025-11-25 - **GCP** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 1; Open postings: 2; First seen: 2025-11-25 - **TensorFlow** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 1; Open postings: 1; First seen: 2025-11-25 - **GitLab CI** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-25 - **.NET** — Layer: cloud; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2025-11-20 - **ANSYS** — Layer: tools; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2025-02-27 - **Autonomous Navigation** — Layer: practices; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-10-01 - **Knowledge Graph** — Layer: practices; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-05-21 - **LLM** — Layer: ai; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-10-01 - **OPC UA** — Layer: tools; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-09-10 - **Prompt Engineering** — Layer: practices; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-10-01 - **ROS2** — Layer: frameworks; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-05-21 - **RTOS** — Layer: cloud; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-09-10 - **Sensor Fusion** — Layer: practices; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-07-20 - **SolidWorks** — Layer: tools; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-10-01 - **Wireshark** — Layer: tools; Postings: 2; Share: 0.0299; Required: 2; Open postings: 1; First seen: 2026-09-10 - **JavaScript** — Layer: languages; Postings: 2; Share: 0.0299; Required: 1; Open postings: 1; First seen: 2026-04-29 - **ElasticSearch** — Layer: data; Postings: 2; Share: 0.0299; Required: 0; Open postings: 1; First seen: 2025-11-25 - **GitLab** — Layer: cloud; Postings: 2; Share: 0.0299; Required: 0; Open postings: 0; First seen: 2025-02-26 - … 48 more in the JSON form ## Changes ### First appeared - **LLM** — First seen: 2026-10-01 - **Prompt Engineering** — First seen: 2026-10-01 - **SolidWorks** — First seen: 2026-10-01 - **Windows** — First seen: 2026-10-01 - **Autonomous Navigation** — First seen: 2026-10-01 - **OPC UA** — First seen: 2026-09-10 - **RTOS** — First seen: 2026-09-10 - **Wireshark** — First seen: 2026-09-10 ### Rising - **Git** — Share from: 0; Share to: 12 - **Java** — Share from: 0; Share to: 9 - **Rust** — Share from: 9; Share to: 16 - **Reinforcement Learning** — Share from: 0; Share to: 7 - **Transformers** — Share from: 0; Share to: 7 - **Vision-Language-Action** — Share from: 0; Share to: 7 - **Zigbee** — Share from: 0; Share to: 7 - **Copilot** — Share from: 0; Share to: 7 ### Falling - **Physical AI** — Share from: 27; Share to: 5 - **Machine Learning** — Share from: 27; Share to: 12 - **VHDL** — Share from: 18; Share to: 7 ### Not seen 180d - **GitLab** — Last seen: 2026-04-29 - **ANSYS** — Last seen: 2026-04-13 ## Similar stacks - [Elbit Systems](https://alion.io/company/elbit-systems/technologies) — Shared technologies: 63 - [ST Engineering](https://alion.io/company/stengg/technologies) — Shared technologies: 72 - [Centific](https://alion.io/company/centific/technologies) — Shared technologies: 67 - [Boston Dynamics](https://alion.io/company/boston-dynamics/technologies) — Shared technologies: 59 - [Fraunhofer-Gesellschaft](https://alion.io/company/fraunhofer-institute-for-photonic-microsystems/technologies) — Shared technologies: 64 - [Mobileye](https://alion.io/company/mobileye/technologies) — Shared technologies: 61 - [Analog Devices](https://alion.io/company/analog-devices/technologies) — Shared technologies: 91 - [Teradyne](https://alion.io/company/teradyne/technologies) — Shared technologies: 78 --- [Page](https://alion.io/company/cambridge-consultants/technologies) · [JSON](https://alion.io/company/cambridge-consultants/technologies.json) Source: Alion (alion.io), 2026-11-15. 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