# Positron AI

- **Answer**: Positron AI builds mostly with Python, SystemVerilog, Perl, C++. Its stack also includes AWS Lambda, AWS, UVM, Cocotb. Python is named in 21 of the 34 job postings Positron AI published in the last 12 months (62%). Counted by Alion from the job postings of Positron AI, updated Nov 12, 2026.
- **Window days**: 365
- **Postings analysed**: 34
- **Open postings**: 24
- **Technologies in use**: 73
- **Modernity score**: 74
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 63106
- **Name**: Positron AI
- **Domain**: positron.ai
- **Url**: <https://alion.io/company/positron-ai>

## Technologies

- **Python** — Layer: languages; Postings: 21; Share: 0.6176; Required: 20; Open postings: 14; First seen: 2026-04-24
- **SystemVerilog** — Layer: languages; Postings: 14; Share: 0.4118; Required: 14; Open postings: 10; First seen: 2026-04-24
- **AWS Lambda** — Layer: cloud; Postings: 12; Share: 0.3529; Required: 12; Open postings: 10; First seen: 2026-07-22
- **Groq** — Layer: tools; Postings: 12; Share: 0.3529; Required: 12; Open postings: 10; First seen: 2026-07-22
- **AWS** — Layer: cloud; Postings: 12; Share: 0.3529; Required: 1; Open postings: 10; First seen: 2026-07-22
- **UVM** — Layer: frameworks; Postings: 9; Share: 0.2647; Required: 4; Open postings: 7; First seen: 2026-04-24
- **Formal Verification** — Layer: tools; Postings: 9; Share: 0.2647; Required: 3; Open postings: 7; First seen: 2026-04-24
- **Linux** — Layer: cloud; Postings: 7; Share: 0.2059; Required: 5; Open postings: 6; First seen: 2026-08-03
- **AI Agents** — Layer: practices; Postings: 6; Share: 0.1765; Required: 6; Open postings: 4; First seen: 2026-07-09
- **Perl** — Layer: languages; Postings: 6; Share: 0.1765; Required: 6; Open postings: 4; First seen: 2026-04-24
- **Cocotb** — Layer: frameworks; Postings: 6; Share: 0.1765; Required: 0; Open postings: 4; First seen: 2026-08-02
- **C++** — Layer: languages; Postings: 5; Share: 0.1471; Required: 5; Open postings: 4; First seen: 2025-02-11
- **Verilog** — Layer: languages; Postings: 5; Share: 0.1471; Required: 5; Open postings: 3; First seen: 2026-07-09
- **KV Cache** — Layer: practices; Postings: 5; Share: 0.1471; Required: 4; Open postings: 3; First seen: 2025-02-11
- **LLM** — Layer: ai; Postings: 5; Share: 0.1471; Required: 3; Open postings: 3; First seen: 2025-02-11
- **Cadence Genus** — Layer: tools; Postings: 4; Share: 0.1176; Required: 4; Open postings: 3; First seen: 2026-07-22
- **Synopsys Design Compiler** — Layer: tools; Postings: 4; Share: 0.1176; Required: 4; Open postings: 3; First seen: 2026-07-22
- **Mixture of Experts** — Layer: practices; Postings: 4; Share: 0.1176; Required: 3; Open postings: 2; First seen: 2026-07-23
- **Cadence Palladium** — Layer: tools; Postings: 4; Share: 0.1176; Required: 1; Open postings: 3; First seen: 2026-07-09
- **Siemens Veloce** — Layer: tools; Postings: 4; Share: 0.1176; Required: 1; Open postings: 3; First seen: 2026-07-09
- **Synopsys ZeBu** — Layer: tools; Postings: 4; Share: 0.1176; Required: 1; Open postings: 3; First seen: 2026-07-09
- **Speculative Decoding** — Layer: practices; Postings: 3; Share: 0.0882; Required: 3; Open postings: 1; First seen: 2026-07-23
- **Tessent** — Layer: tools; Postings: 3; Share: 0.0882; Required: 3; Open postings: 2; First seen: 2026-07-09
- **HPC** — Layer: practices; Postings: 3; Share: 0.0882; Required: 2; Open postings: 3; First seen: 2025-02-11
- **Ansys RedHawk** — Layer: tools; Postings: 2; Share: 0.0588; Required: 2; Open postings: 1; First seen: 2026-07-22
- **Machine Learning** — Layer: practices; Postings: 2; Share: 0.0588; Required: 2; Open postings: 1; First seen: 2025-02-11
- **SGLang** — Layer: frameworks; Postings: 2; Share: 0.0588; Required: 2; Open postings: 0; First seen: 2026-08-08
- **Synopsys PrimeTime** — Layer: tools; Postings: 2; Share: 0.0588; Required: 2; Open postings: 1; First seen: 2026-07-22
- **vLLM** — Layer: cloud; Postings: 2; Share: 0.0588; Required: 2; Open postings: 0; First seen: 2026-08-08
- **CI/CD** — Layer: practices; Postings: 2; Share: 0.0588; Required: 1; Open postings: 2; First seen: 2025-02-11
- **PKI** — Layer: practices; Postings: 2; Share: 0.0588; Required: 1; Open postings: 2; First seen: 2026-08-13
- **Quantization** — Layer: practices; Postings: 2; Share: 0.0588; Required: 1; Open postings: 1; First seen: 2025-02-11
- **ANSYS** — Layer: tools; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Agentic Workflows** — Layer: practices; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-09-09
- **Ansible** — Layer: tools; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Auth0** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Azure** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Bash** — Layer: languages; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-08-13
- **Claude Code** — Layer: tools; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-09-09
- **FMEA** — Layer: practices; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Function Calling** — Layer: practices; Postings: 1; Share: 0.0294; Required: 1; Open postings: 0; First seen: 2026-10-07
- **GCP** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **GD&T** — Layer: practices; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Hugging Face** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 0; First seen: 2026-10-07
- **Kubernetes** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **Multimodal AI** — Layer: practices; Postings: 1; Share: 0.0294; Required: 1; Open postings: 0; First seen: 2026-10-07
- **Okta** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-10-20
- **OpenAI** — Layer: cloud; Postings: 1; Share: 0.0294; Required: 1; Open postings: 0; First seen: 2026-10-07
- **OpenAI Codex** — Layer: tools; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-09-09
- **OpenTelemetry** — Layer: frameworks; Postings: 1; Share: 0.0294; Required: 1; Open postings: 1; First seen: 2026-08-13
- … 23 more in the JSON form

## Changes

### First appeared

- **PKI** — First seen: 2026-08-13
- **SGLang** — First seen: 2026-08-08
- **vLLM** — First seen: 2026-08-08
- **Linux** — First seen: 2026-08-03
- **Cocotb** — First seen: 2026-08-02
- **Mixture of Experts** — First seen: 2026-07-23
- **Speculative Decoding** — First seen: 2026-07-23
- **Ansys RedHawk** — First seen: 2026-07-22

### Rising

- **AWS Lambda** — Share from: 17; Share to: 60
- **Groq** — Share from: 17; Share to: 60
- **AWS** — Share from: 17; Share to: 60
- **AI Agents** — Share from: 11; Share to: 27
- **Cocotb** — Share from: 11; Share to: 27
- **Perl** — Share from: 11; Share to: 20
- **Verilog** — Share from: 11; Share to: 20
- **LLM** — Share from: 11; Share to: 20

### Falling

- **KV Cache** — Share from: 28; Share to: 0
- **Linux** — Share from: 33; Share to: 7
- **Mixture of Experts** — Share from: 22; Share to: 0
- **C++** — Share from: 22; Share to: 7

## Similar stacks

- [River AI](https://alion.io/company/river-ai/technologies) — Shared technologies: 39
- [Tenstorrent](https://alion.io/company/tenstorrent/technologies) — Shared technologies: 48
- [MatX](https://alion.io/company/matx-com/technologies) — Shared technologies: 40
- [FuriosaAI](https://alion.io/company/furiosa/technologies) — Shared technologies: 41
- [Samsung Semiconductor](https://alion.io/company/samsungsemiconductor/technologies) — Shared technologies: 44
- [Arm Holdings](https://alion.io/company/arm/technologies) — Shared technologies: 62
- [SambaNova Systems](https://alion.io/company/sambanova/technologies) — Shared technologies: 50
- [d-Matrix](https://alion.io/company/d-matrix/technologies) — Shared technologies: 41

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