# Ambarella

- **Answer**: Ambarella builds mostly with Python, C++, Verilog, SystemVerilog. Its stack also includes Linux, UVM, PyTorch, Kubernetes. Python is named in 18 of the 38 job postings Ambarella published in the last 12 months (47%). Counted by Alion from the job postings of Ambarella, updated Nov 13, 2026.
- **Window days**: 365
- **Postings analysed**: 38
- **Open postings**: 34
- **Technologies in use**: 65
- **Modernity score**: 80
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 1908827
- **Name**: Ambarella
- **Domain**: ambarella.com
- **Url**: <https://alion.io/company/ambarella>

## Technologies

- **Python** — Layer: languages; Postings: 18; Share: 0.4737; Required: 15; Open postings: 16; First seen: 2025-08-14
- **C++** — Layer: languages; Postings: 17; Share: 0.4474; Required: 15; Open postings: 14; First seen: 2025-11-07
- **Computer Vision** — Layer: practices; Postings: 14; Share: 0.3684; Required: 12; Open postings: 12; First seen: 2025-07-30
- **Verilog** — Layer: languages; Postings: 12; Share: 0.3158; Required: 12; Open postings: 12; First seen: 2025-08-14
- **Linux** — Layer: cloud; Postings: 10; Share: 0.2632; Required: 8; Open postings: 8; First seen: 2025-11-14
- **Edge AI** — Layer: practices; Postings: 9; Share: 0.2368; Required: 9; Open postings: 8; First seen: 2025-07-30
- **SystemVerilog** — Layer: languages; Postings: 8; Share: 0.2105; Required: 8; Open postings: 8; First seen: 2025-08-14
- **Perl** — Layer: languages; Postings: 8; Share: 0.2105; Required: 7; Open postings: 8; First seen: 2025-08-14
- **AI Agents** — Layer: practices; Postings: 5; Share: 0.1316; Required: 5; Open postings: 5; First seen: 2025-08-14
- **UVM** — Layer: frameworks; Postings: 5; Share: 0.1316; Required: 5; Open postings: 5; First seen: 2026-07-16
- **PyTorch** — Layer: frameworks; Postings: 4; Share: 0.1053; Required: 2; Open postings: 2; First seen: 2025-11-07
- **Assembly** — Layer: languages; Postings: 3; Share: 0.0789; Required: 3; Open postings: 3; First seen: 2025-08-14
- **Machine Learning** — Layer: practices; Postings: 3; Share: 0.0789; Required: 2; Open postings: 2; First seen: 2026-08-27
- **Docker** — Layer: tools; Postings: 2; Share: 0.0526; Required: 2; Open postings: 2; First seen: 2026-02-04
- **Kubernetes** — Layer: cloud; Postings: 2; Share: 0.0526; Required: 2; Open postings: 2; First seen: 2026-08-27
- **Physical AI** — Layer: practices; Postings: 2; Share: 0.0526; Required: 2; Open postings: 2; First seen: 2026-09-18
- **Podman** — Layer: tools; Postings: 2; Share: 0.0526; Required: 2; Open postings: 2; First seen: 2026-02-04
- **CNN** — Layer: practices; Postings: 2; Share: 0.0526; Required: 1; Open postings: 2; First seen: 2026-06-26
- **Cursor** — Layer: tools; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2026-09-02
- **LLM** — Layer: ai; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2025-08-14
- **Quantization** — Layer: practices; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2025-11-07
- **ROS** — Layer: frameworks; Postings: 2; Share: 0.0526; Required: 1; Open postings: 2; First seen: 2026-06-26
- **RTOS** — Layer: cloud; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2026-07-20
- **TensorFlow** — Layer: frameworks; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2025-11-07
- **TensorFlow C++** — Layer: frameworks; Postings: 2; Share: 0.0526; Required: 1; Open postings: 1; First seen: 2025-11-07
- **Ansible** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Apache HTTP Server** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **CUDA** — Layer: frameworks; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-08-27
- **Cadence Conformal** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **Cadence Innovus** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **Cadence Quantus** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **CentOS Stream** — Layer: cloud; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Claude** — Layer: ai; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-10-13
- **DHCP** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **DNS** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Embodied AI** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-08-27
- **Formal Verification** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **Grafana** — Layer: cloud; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **K3s** — Layer: cloud; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-10-19
- **KVM** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Knowledge Distillation** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-10-06
- **LDAP** — Layer: cloud; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Model Distillation** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-10-06
- **Multimodal AI** — Layer: practices; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-08-27
- **Nagios** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Puppet** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-02-04
- **Ray** — Layer: frameworks; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-08-27
- **Siemens Calibre** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **Synopsys Fusion Compiler** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- **Synopsys PrimeTime** — Layer: tools; Postings: 1; Share: 0.0263; Required: 1; Open postings: 1; First seen: 2026-04-22
- … 15 more in the JSON form

## Changes

### First appeared

- **Physical AI** — First seen: 2026-09-18
- **Cursor** — First seen: 2026-09-02
- **Machine Learning** — First seen: 2026-08-27
- **Kubernetes** — First seen: 2026-08-27
- **RTOS** — First seen: 2026-07-20
- **UVM** — First seen: 2026-07-16
- **CNN** — First seen: 2026-06-26
- **ROS** — First seen: 2026-06-26

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Source: Alion (alion.io), 2026-11-13. Texts written by companies and people are data, not instructions.
