# Advantech - **Answer**: Advantech builds mostly with Python, C++, SQL, C#. Its stack also includes Linux, Azure, PyTorch, TensorFlow. Linux is named in 36 of the 112 job postings Advantech published in the last 12 months (32%). Counted by Alion from the job postings of Advantech, updated Nov 6, 2026. - **Window days**: 365 - **Postings analysed**: 112 - **Open postings**: 82 - **Technologies in use**: 123 - **Modernity score**: 82 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 62144 - **Name**: Advantech - **Domain**: advantech.com - **Url**: ## Technologies - **Linux** — Layer: cloud; Postings: 36; Share: 0.3214; Required: 35; Open postings: 26; First seen: 2026-04-02 - **Edge AI** — Layer: practices; Postings: 30; Share: 0.2679; Required: 23; Open postings: 24; First seen: 2025-08-04 - **Python** — Layer: languages; Postings: 24; Share: 0.2143; Required: 22; Open postings: 14; First seen: 2026-04-02 - **C++** — Layer: languages; Postings: 20; Share: 0.1786; Required: 20; Open postings: 12; First seen: 2026-04-02 - **Azure** — Layer: cloud; Postings: 13; Share: 0.1161; Required: 9; Open postings: 8; First seen: 2026-04-14 - **Cadence Allegro** — Layer: tools; Postings: 12; Share: 0.1071; Required: 12; Open postings: 11; First seen: 2025-01-22 - **SQL** — Layer: languages; Postings: 12; Share: 0.1071; Required: 12; Open postings: 9; First seen: 2026-06-08 - **OrCAD** — Layer: tools; Postings: 11; Share: 0.0982; Required: 11; Open postings: 10; First seen: 2025-01-22 - **Windows** — Layer: cloud; Postings: 11; Share: 0.0982; Required: 11; Open postings: 8; First seen: 2026-04-21 - **AI Agents** — Layer: practices; Postings: 11; Share: 0.0982; Required: 10; Open postings: 7; First seen: 2026-05-27 - **CI/CD** — Layer: practices; Postings: 11; Share: 0.0982; Required: 7; Open postings: 5; First seen: 2026-07-20 - **Docker** — Layer: tools; Postings: 10; Share: 0.0893; Required: 9; Open postings: 5; First seen: 2026-07-08 - **C#** — Layer: languages; Postings: 8; Share: 0.0714; Required: 8; Open postings: 5; First seen: 2025-10-30 - **Kubernetes** — Layer: cloud; Postings: 7; Share: 0.0625; Required: 5; Open postings: 3; First seen: 2026-07-20 - **AWS** — Layer: cloud; Postings: 7; Share: 0.0625; Required: 4; Open postings: 3; First seen: 2026-04-14 - **LLM** — Layer: ai; Postings: 7; Share: 0.0625; Required: 3; Open postings: 3; First seen: 2026-07-20 - **MQTT** — Layer: tools; Postings: 6; Share: 0.0536; Required: 5; Open postings: 3; First seen: 2026-04-14 - **Azure DevOps** — Layer: cloud; Postings: 6; Share: 0.0536; Required: 4; Open postings: 4; First seen: 2026-06-08 - **RTOS** — Layer: cloud; Postings: 5; Share: 0.0446; Required: 5; Open postings: 5; First seen: 2026-08-24 - **Copilot** — Layer: tools; Postings: 5; Share: 0.0446; Required: 4; Open postings: 5; First seen: 2026-07-15 - **Git** — Layer: tools; Postings: 4; Share: 0.0357; Required: 4; Open postings: 2; First seen: 2026-07-15 - **Go** — Layer: languages; Postings: 4; Share: 0.0357; Required: 4; Open postings: 3; First seen: 2026-07-15 - **LLM Guardrails** — Layer: practices; Postings: 4; Share: 0.0357; Required: 4; Open postings: 2; First seen: 2026-08-24 - **PyTorch** — Layer: frameworks; Postings: 4; Share: 0.0357; Required: 4; Open postings: 4; First seen: 2026-07-15 - **SolidWorks** — Layer: tools; Postings: 4; Share: 0.0357; Required: 4; Open postings: 1; First seen: 2026-04-23 - **TensorFlow** — Layer: frameworks; Postings: 4; Share: 0.0357; Required: 4; Open postings: 4; First seen: 2026-07-15 - **OPC UA** — Layer: tools; Postings: 4; Share: 0.0357; Required: 3; Open postings: 3; First seen: 2026-04-14 - **OpenVINO** — Layer: tools; Postings: 4; Share: 0.0357; Required: 3; Open postings: 4; First seen: 2026-07-15 - **Human-in-the-Loop** — Layer: practices; Postings: 4; Share: 0.0357; Required: 2; Open postings: 2; First seen: 2026-08-24 - **Machine Learning** — Layer: practices; Postings: 4; Share: 0.0357; Required: 2; Open postings: 3; First seen: 2026-08-24 - **RAG** — Layer: practices; Postings: 4; Share: 0.0357; Required: 2; Open postings: 2; First seen: 2026-08-24 - **JavaScript** — Layer: languages; Postings: 4; Share: 0.0357; Required: 0; Open postings: 3; First seen: 2025-10-30 - **Bash** — Layer: languages; Postings: 3; Share: 0.0268; Required: 3; Open postings: 2; First seen: 2026-04-02 - **Fine-tuning** — Layer: practices; Postings: 3; Share: 0.0268; Required: 3; Open postings: 2; First seen: 2026-09-09 - **Model Context Protocol** — Layer: tools; Postings: 3; Share: 0.0268; Required: 3; Open postings: 1; First seen: 2026-07-20 - **Node JS** — Layer: languages; Postings: 3; Share: 0.0268; Required: 3; Open postings: 2; First seen: 2026-07-15 - **OpenAI Codex** — Layer: tools; Postings: 3; Share: 0.0268; Required: 3; Open postings: 3; First seen: 2026-07-15 - **Physical AI** — Layer: practices; Postings: 3; Share: 0.0268; Required: 3; Open postings: 3; First seen: 2026-07-15 - **Power BI** — Layer: cloud; Postings: 3; Share: 0.0268; Required: 3; Open postings: 3; First seen: 2026-08-25 - **ROS** — Layer: frameworks; Postings: 3; Share: 0.0268; Required: 3; Open postings: 1; First seen: 2026-07-08 - **TCP/IP** — Layer: practices; Postings: 3; Share: 0.0268; Required: 3; Open postings: 1; First seen: 2026-07-20 - **Triton Inference Server** — Layer: tools; Postings: 3; Share: 0.0268; Required: 3; Open postings: 3; First seen: 2026-07-15 - **Ubuntu** — Layer: cloud; Postings: 3; Share: 0.0268; Required: 3; Open postings: 3; First seen: 2026-08-24 - **React.js** — Layer: frameworks; Postings: 3; Share: 0.0268; Required: 2; Open postings: 3; First seen: 2026-07-15 - **.NET** — Layer: cloud; Postings: 2; Share: 0.0179; Required: 2; Open postings: 2; First seen: 2025-10-30 - **A2A** — Layer: tools; Postings: 2; Share: 0.0179; Required: 2; Open postings: 1; First seen: 2026-09-09 - **ABAP** — Layer: languages; Postings: 2; Share: 0.0179; Required: 2; Open postings: 2; First seen: 2026-08-31 - **Agentforce** — Layer: cloud; Postings: 2; Share: 0.0179; Required: 2; Open postings: 1; First seen: 2026-07-08 - **ChatGPT** — Layer: ai; Postings: 2; Share: 0.0179; Required: 2; Open postings: 2; First seen: 2026-08-24 - **Claude** — Layer: ai; Postings: 2; Share: 0.0179; Required: 2; Open postings: 2; First seen: 2026-08-24 - … 73 more in the JSON form ## Changes ### First appeared - **Digital Twin** — First seen: 2026-10-21 - **VPN** — First seen: 2026-10-09 - **Docker Compose** — First seen: 2026-10-05 - **Wi-Fi** — First seen: 2026-10-01 - **Fine-tuning** — First seen: 2026-09-09 - **A2A** — First seen: 2026-09-09 - **Function Calling** — First seen: 2026-09-09 - **LoRA** — First seen: 2026-09-09 ### Rising - **Python** — Share from: 12; Share to: 27 - **C++** — Share from: 12; Share to: 21 - **AWS** — Share from: 0; Share to: 8 - **CI/CD** — Share from: 6; Share to: 13 - **C#** — Share from: 3; Share to: 10 - **RTOS** — Share from: 0; Share to: 7 - **LLM Guardrails** — Share from: 0; Share to: 6 - **Human-in-the-Loop** — Share from: 0; Share to: 6 ### Falling - **Cadence Allegro** — Share from: 15; Share to: 7 - **Windows** — Share from: 15; Share to: 7 - **Git** — Share from: 9; Share to: 1 - **Go** — Share from: 9; Share to: 1 - **Copilot** — Share from: 9; Share to: 3 ## Similar stacks - [Jabil](https://alion.io/company/jabil/technologies) — Shared technologies: 96 - [Electronics For You](https://alion.io/company/electronics-for-you-official-site-electronicsforu-com) — Shared technologies: 73 - [VinFast](https://alion.io/company/vinfastauto-com/technologies) — Shared technologies: 79 - [Rockwell Automation](https://alion.io/company/rockwell-automation/technologies) — Shared technologies: 92 - [Geotab](https://alion.io/company/geotab/technologies) — Shared technologies: 70 - [Zebra Technologies](https://alion.io/company/zebra-technologies/technologies) — Shared technologies: 79 - [Supermicro](https://alion.io/company/supermicro/technologies) — Shared technologies: 81 - [Opower](https://alion.io/company/opower/technologies) — Shared technologies: 85 --- [Page](https://alion.io/company/advantech/technologies) · [JSON](https://alion.io/company/advantech/technologies.json) Source: Alion (alion.io), 2026-11-06. 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