# The Optimal Group

- **Answer**: The Optimal Group builds mostly with Python. Its stack also includes Windows, AWS, LangChain, PyTorch. ChatGPT is named in 8 of the 11 job postings The Optimal Group published in the last 12 months (73%). Counted by Alion from the job postings of The Optimal Group, updated Nov 6, 2026.
- **Window days**: 365
- **Postings analysed**: 11
- **Open postings**: 9
- **Technologies in use**: 13
- **Modernity score**: 92
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 689510
- **Name**: The Optimal Group
- **Domain**: theoptimalgroup.co.uk
- **Url**: <https://alion.io/company/theoptimalgroup>

## Technologies

- **ChatGPT** — Layer: ai; Postings: 8; Share: 0.7273; Required: 8; Open postings: 8; First seen: 2026-10-29
- **Windows** — Layer: cloud; Postings: 2; Share: 0.1818; Required: 2; Open postings: 1; First seen: 2026-08-24
- **AI Agents** — Layer: practices; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **AWS** — Layer: cloud; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **Azure** — Layer: cloud; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **GCP** — Layer: cloud; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **LLM** — Layer: ai; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **LangChain** — Layer: frameworks; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **Machine Learning** — Layer: practices; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **PyTorch** — Layer: frameworks; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **Python** — Layer: languages; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **RAG** — Layer: practices; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14
- **TensorFlow** — Layer: frameworks; Postings: 1; Share: 0.0909; Required: 1; Open postings: 0; First seen: 2026-04-14

## Changes

### First appeared

- **ChatGPT** — First seen: 2026-10-29
- **Windows** — First seen: 2026-08-24

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- [SD Worx](https://alion.io/company/sd-worx-poland/technologies) — Shared technologies: 13
- [MaintainX](https://alion.io/company/maintainx/technologies) — Shared technologies: 13

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Source: Alion (alion.io), 2026-11-07. Texts written by companies and people are data, not instructions.