# Unconventional AI

- **Answer**: Unconventional AI builds mostly with Python, Verilog, Perl, C++. Its stack also includes Linux, Databricks, LangChain, Next.js. Python is named in 11 of the 16 job postings Unconventional AI published in the last 12 months (69%). Counted by Alion from the job postings of Unconventional AI, updated Nov 14, 2026.
- **Window days**: 365
- **Postings analysed**: 16
- **Open postings**: 12
- **Technologies in use**: 65
- **Modernity score**: 77
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 1939788
- **Name**: Unconventional AI
- **Domain**: unconv.ai
- **Url**: <https://alion.io/company/unconv>

## Technologies

- **Python** — Layer: languages; Postings: 11; Share: 0.6875; Required: 11; Open postings: 8; First seen: 2025-11-26
- **Machine Learning** — Layer: practices; Postings: 7; Share: 0.4375; Required: 1; Open postings: 6; First seen: 2026-06-24
- **Verilog** — Layer: languages; Postings: 5; Share: 0.3125; Required: 3; Open postings: 5; First seen: 2025-11-26
- **AI Agents** — Layer: practices; Postings: 4; Share: 0.25; Required: 4; Open postings: 2; First seen: 2026-07-21
- **Formal Verification** — Layer: tools; Postings: 4; Share: 0.25; Required: 4; Open postings: 4; First seen: 2026-06-24
- **LLM** — Layer: ai; Postings: 4; Share: 0.25; Required: 2; Open postings: 2; First seen: 2026-07-21
- **CI/CD** — Layer: practices; Postings: 3; Share: 0.1875; Required: 3; Open postings: 1; First seen: 2026-07-21
- **Linux** — Layer: cloud; Postings: 3; Share: 0.1875; Required: 3; Open postings: 1; First seen: 2026-04-06
- **Perl** — Layer: languages; Postings: 3; Share: 0.1875; Required: 3; Open postings: 3; First seen: 2026-10-01
- **C++** — Layer: languages; Postings: 3; Share: 0.1875; Required: 2; Open postings: 2; First seen: 2025-11-26
- **Databricks** — Layer: cloud; Postings: 3; Share: 0.1875; Required: 2; Open postings: 1; First seen: 2026-07-21
- **LangChain** — Layer: frameworks; Postings: 3; Share: 0.1875; Required: 2; Open postings: 1; First seen: 2026-07-21
- **Semantic Search** — Layer: practices; Postings: 3; Share: 0.1875; Required: 2; Open postings: 1; First seen: 2026-07-21
- **AWS** — Layer: cloud; Postings: 3; Share: 0.1875; Required: 1; Open postings: 1; First seen: 2026-07-21
- **Azure** — Layer: cloud; Postings: 3; Share: 0.1875; Required: 1; Open postings: 1; First seen: 2026-07-21
- **GCP** — Layer: cloud; Postings: 3; Share: 0.1875; Required: 1; Open postings: 1; First seen: 2026-07-21
- **Bash** — Layer: languages; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-04-06
- **Claude Code** — Layer: tools; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **Cursor** — Layer: tools; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **JavaScript** — Layer: languages; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **Next.js** — Layer: frameworks; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **Node JS** — Layer: languages; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **OpenAI Codex** — Layer: tools; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **React.js** — Layer: frameworks; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **SQL** — Layer: languages; Postings: 2; Share: 0.125; Required: 2; Open postings: 1; First seen: 2026-07-21
- **SystemVerilog** — Layer: languages; Postings: 2; Share: 0.125; Required: 2; Open postings: 2; First seen: 2026-04-06
- **Kubernetes** — Layer: cloud; Postings: 2; Share: 0.125; Required: 1; Open postings: 1; First seen: 2026-07-21
- **UVM** — Layer: frameworks; Postings: 2; Share: 0.125; Required: 1; Open postings: 2; First seen: 2026-04-06
- **Prompt Engineering** — Layer: practices; Postings: 2; Share: 0.125; Required: 0; Open postings: 1; First seen: 2026-07-21
- **RAG** — Layer: practices; Postings: 2; Share: 0.125; Required: 0; Open postings: 1; First seen: 2026-07-21
- **Agentic Workflows** — Layer: practices; Postings: 1; Share: 0.0625; Required: 1; Open postings: 0; First seen: 2026-07-21
- **CUDA** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Cadence Innovus** — Layer: tools; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-10-01
- **DeepSpeed** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Diffusion Models** — Layer: practices; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Docker** — Layer: tools; Postings: 1; Share: 0.0625; Required: 1; Open postings: 0; First seen: 2026-07-21
- **MATLAB** — Layer: languages; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2025-11-26
- **Megatron-LM** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Microsoft Excel** — Layer: tools; Postings: 1; Share: 0.0625; Required: 1; Open postings: 0; First seen: 2026-08-12
- **Mixture of Experts** — Layer: practices; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Platform Engineering** — Layer: practices; Postings: 1; Share: 0.0625; Required: 1; Open postings: 0; First seen: 2026-07-21
- **PyTorch Lightning** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Ray** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Synopsys Fusion Compiler** — Layer: tools; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-10-01
- **Synopsys IC Compiler II** — Layer: tools; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-10-01
- **Triton** — Layer: frameworks; Postings: 1; Share: 0.0625; Required: 1; Open postings: 1; First seen: 2026-09-02
- **Unix** — Layer: cloud; Postings: 1; Share: 0.0625; Required: 1; Open postings: 0; First seen: 2026-07-21
- **Backstage** — Layer: tools; Postings: 1; Share: 0.0625; Required: 0; Open postings: 0; First seen: 2026-07-21
- **Datadog** — Layer: cloud; Postings: 1; Share: 0.0625; Required: 0; Open postings: 0; First seen: 2026-07-21
- **Grafana** — Layer: cloud; Postings: 1; Share: 0.0625; Required: 0; Open postings: 0; First seen: 2026-07-21
- … 15 more in the JSON form

## Changes

### First appeared

- **Perl** — First seen: 2026-10-01
- **Kubernetes** — First seen: 2026-07-21
- **AI Agents** — First seen: 2026-07-21
- **LLM** — First seen: 2026-07-21
- **CI/CD** — First seen: 2026-07-21
- **Databricks** — First seen: 2026-07-21
- **LangChain** — First seen: 2026-07-21
- **Semantic Search** — First seen: 2026-07-21

## Similar stacks

- [Institute of Foundation Models](https://alion.io/company/institute-of-foundation-models/technologies) — Shared technologies: 44
- [SambaNova Systems](https://alion.io/company/sambanova/technologies) — Shared technologies: 47
- [Cohere](https://alion.io/company/cohere/technologies) — Shared technologies: 47
- [Tower Research Capital](https://alion.io/company/tower-research-capital/technologies) — Shared technologies: 44
- [Meesho](https://alion.io/company/meesho/technologies) — Shared technologies: 43
- [Fireworks AI](https://alion.io/company/fireworks/technologies) — Shared technologies: 44
- [Sprinklr](https://alion.io/company/sprinklr/technologies) — Shared technologies: 43
- [Huawei Technologies](https://alion.io/company/huawei/technologies) — Shared technologies: 53

---
[Page](https://alion.io/company/unconv/technologies) · [JSON](https://alion.io/company/unconv/technologies.json)

Source: Alion (alion.io), 2026-11-14. Texts written by companies and people are data, not instructions.