# Lightmatter

- **Answer**: Lightmatter builds mostly with Python, MATLAB, Verilog, C++. Its stack also includes Linux, Pytest, NumPy, FreeRTOS. Python is named in 73 of the 106 job postings Lightmatter published in the last 12 months (69%). Counted by Alion from the job postings of Lightmatter, updated Nov 12, 2026.
- **Window days**: 365
- **Postings analysed**: 106
- **Open postings**: 55
- **Technologies in use**: 65
- **Modernity score**: 76
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 16141
- **Name**: Lightmatter
- **Domain**: lightmatter.co
- **Url**: <https://alion.io/company/lightmatter-co>

## Technologies

- **HPC** — Layer: practices; Postings: 106; Share: 1; Required: 106; Open postings: 55; First seen: 2025-03-24
- **Python** — Layer: languages; Postings: 73; Share: 0.6887; Required: 58; Open postings: 40; First seen: 2025-07-31
- **MATLAB** — Layer: languages; Postings: 23; Share: 0.217; Required: 15; Open postings: 13; First seen: 2025-07-31
- **Verilog** — Layer: languages; Postings: 15; Share: 0.1415; Required: 15; Open postings: 6; First seen: 2026-07-14
- **C++** — Layer: languages; Postings: 14; Share: 0.1321; Required: 11; Open postings: 4; First seen: 2026-07-01
- **Git** — Layer: tools; Postings: 11; Share: 0.1038; Required: 7; Open postings: 3; First seen: 2026-01-16
- **Keysight ADS** — Layer: tools; Postings: 8; Share: 0.0755; Required: 8; Open postings: 4; First seen: 2026-07-14
- **CI/CD** — Layer: practices; Postings: 8; Share: 0.0755; Required: 7; Open postings: 2; First seen: 2026-01-16
- **Machine Learning** — Layer: practices; Postings: 7; Share: 0.066; Required: 7; Open postings: 4; First seen: 2025-08-22
- **SolidWorks** — Layer: tools; Postings: 7; Share: 0.066; Required: 5; Open postings: 4; First seen: 2026-05-13
- **Cadence Virtuoso** — Layer: tools; Postings: 7; Share: 0.066; Required: 4; Open postings: 5; First seen: 2026-06-09
- **Linux** — Layer: cloud; Postings: 6; Share: 0.0566; Required: 5; Open postings: 2; First seen: 2026-06-09
- **SystemVerilog** — Layer: languages; Postings: 6; Share: 0.0566; Required: 5; Open postings: 5; First seen: 2025-07-31
- **KLayout** — Layer: tools; Postings: 6; Share: 0.0566; Required: 0; Open postings: 2; First seen: 2026-01-16
- **Pytest** — Layer: frameworks; Postings: 6; Share: 0.0566; Required: 0; Open postings: 0; First seen: 2026-01-16
- **CMake** — Layer: tools; Postings: 5; Share: 0.0472; Required: 5; Open postings: 1; First seen: 2026-07-15
- **Cadence Xcelium** — Layer: tools; Postings: 5; Share: 0.0472; Required: 5; Open postings: 5; First seen: 2025-11-05
- **Java** — Layer: languages; Postings: 5; Share: 0.0472; Required: 5; Open postings: 0; First seen: 2026-06-01
- **NumPy** — Layer: frameworks; Postings: 5; Share: 0.0472; Required: 5; Open postings: 1; First seen: 2026-01-16
- **SciPy** — Layer: frameworks; Postings: 5; Share: 0.0472; Required: 5; Open postings: 1; First seen: 2026-01-16
- **Ansys HFSS** — Layer: tools; Postings: 4; Share: 0.0377; Required: 4; Open postings: 0; First seen: 2026-07-14
- **ANSYS** — Layer: tools; Postings: 4; Share: 0.0377; Required: 3; Open postings: 4; First seen: 2026-05-13
- **FreeRTOS** — Layer: cloud; Postings: 4; Share: 0.0377; Required: 1; Open postings: 0; First seen: 2026-09-11
- **Synopsys VCS** — Layer: tools; Postings: 3; Share: 0.0283; Required: 3; Open postings: 3; First seen: 2026-11-07
- **Abaqus** — Layer: tools; Postings: 3; Share: 0.0283; Required: 2; Open postings: 3; First seen: 2026-05-13
- **Perl** — Layer: languages; Postings: 3; Share: 0.0283; Required: 0; Open postings: 3; First seen: 2026-11-07
- **Cadence Spectre** — Layer: tools; Postings: 2; Share: 0.0189; Required: 2; Open postings: 2; First seen: 2026-07-14
- **Embedded C** — Layer: languages; Postings: 2; Share: 0.0189; Required: 2; Open postings: 0; First seen: 2026-09-24
- **Formal Verification** — Layer: tools; Postings: 2; Share: 0.0189; Required: 2; Open postings: 2; First seen: 2025-11-05
- **GitHub Actions** — Layer: cloud; Postings: 2; Share: 0.0189; Required: 2; Open postings: 0; First seen: 2026-09-24
- **GitLab CI** — Layer: cloud; Postings: 2; Share: 0.0189; Required: 2; Open postings: 0; First seen: 2026-09-24
- **Jenkins** — Layer: tools; Postings: 2; Share: 0.0189; Required: 2; Open postings: 0; First seen: 2026-09-24
- **Siemens ModelSim** — Layer: tools; Postings: 2; Share: 0.0189; Required: 2; Open postings: 2; First seen: 2025-11-05
- **UVM** — Layer: frameworks; Postings: 2; Share: 0.0189; Required: 2; Open postings: 2; First seen: 2025-11-05
- **AI Agents** — Layer: practices; Postings: 2; Share: 0.0189; Required: 1; Open postings: 2; First seen: 2026-08-17
- **GD&T** — Layer: practices; Postings: 2; Share: 0.0189; Required: 1; Open postings: 2; First seen: 2026-05-13
- **RTOS** — Layer: cloud; Postings: 2; Share: 0.0189; Required: 1; Open postings: 0; First seen: 2026-09-11
- **AutoCAD** — Layer: tools; Postings: 2; Share: 0.0189; Required: 0; Open postings: 1; First seen: 2026-06-30
- **C** — Layer: languages; Postings: 2; Share: 0.0189; Required: 0; Open postings: 0; First seen: 2026-09-24
- **Cadence Pegasus** — Layer: tools; Postings: 2; Share: 0.0189; Required: 0; Open postings: 1; First seen: 2026-06-09
- **JMP** — Layer: tools; Postings: 2; Share: 0.0189; Required: 0; Open postings: 2; First seen: 2026-08-09
- **QEMU** — Layer: tools; Postings: 2; Share: 0.0189; Required: 0; Open postings: 0; First seen: 2026-09-24
- **Siemens Calibre** — Layer: tools; Postings: 2; Share: 0.0189; Required: 0; Open postings: 1; First seen: 2026-06-09
- **Agentic Workflows** — Layer: practices; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2026-11-11
- **Ansys SIwave** — Layer: tools; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2026-08-19
- **Bash** — Layer: languages; Postings: 1; Share: 0.0094; Required: 1; Open postings: 0; First seen: 2026-06-09
- **C#** — Layer: languages; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2026-04-24
- **Cadence Allegro** — Layer: tools; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2026-08-19
- **Edge AI** — Layer: practices; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2026-11-11
- **InfiniBand** — Layer: tools; Postings: 1; Share: 0.0094; Required: 1; Open postings: 1; First seen: 2025-08-22
- … 15 more in the JSON form

## Changes

### First appeared

- **Synopsys VCS** — First seen: 2026-11-07
- **Perl** — First seen: 2026-11-07
- **Embedded C** — First seen: 2026-09-24
- **GitHub Actions** — First seen: 2026-09-24
- **GitLab CI** — First seen: 2026-09-24
- **Jenkins** — First seen: 2026-09-24
- **C** — First seen: 2026-09-24
- **QEMU** — First seen: 2026-09-24

### Rising

- **FreeRTOS** — Share from: 0; Share to: 8
- **CI/CD** — Share from: 2; Share to: 8
- **Cadence Xcelium** — Share from: 0; Share to: 6
- **Synopsys VCS** — Share from: 0; Share to: 6
- **Perl** — Share from: 0; Share to: 6
- **SystemVerilog** — Share from: 2; Share to: 6
- **SolidWorks** — Share from: 5; Share to: 8

### Falling

- **Linux** — Share from: 10; Share to: 4
- **Cadence Virtuoso** — Share from: 10; Share to: 6
- **CMake** — Share from: 7; Share to: 4

### Not seen 180d

- **Formal Verification** — Last seen: 2025-12-09
- **Siemens ModelSim** — Last seen: 2025-12-09
- **UVM** — Last seen: 2025-12-09

## Similar stacks

- [Astera Labs](https://alion.io/company/astera-labs-2/technologies) — Shared technologies: 41
- [Lumilens](https://alion.io/company/lumilens/technologies) — Shared technologies: 41
- [Cowboy Space](https://alion.io/company/cowboyspace/technologies) — Shared technologies: 31
- [Upscale AI](https://alion.io/company/upscale-ai-2/technologies) — Shared technologies: 29
- [Cirrus Logic](https://alion.io/company/cirrus-logic/technologies) — Shared technologies: 37
- [Neurophos](https://alion.io/company/neurophos/technologies) — Shared technologies: 33
- [Marvell Technology](https://alion.io/company/marvell-technology/technologies) — Shared technologies: 54
- [Bioproductos Marvell](https://alion.io/company/marvell/technologies) — Shared technologies: 28

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Source: Alion (alion.io), 2026-11-12. Texts written by companies and people are data, not instructions.
