# Differential Bio

- **Answer**: Differential Bio builds mostly with Python, MATLAB. Its stack also includes JAX, PyTorch. Python is named in 4 of the 4 job postings Differential Bio published in the last 12 months (100%). Counted by Alion from the job postings of Differential Bio, updated Nov 12, 2026.
- **Window days**: 365
- **Postings analysed**: 4
- **Open postings**: 4
- **Technologies in use**: 16
- **Modernity score**: 60
- **Ai adoption**: no
- **License**: CC BY-SA 4.0

## Company

- **Id**: 2465863
- **Name**: Differential Bio
- **Domain**: differential.bio
- **Url**: <https://alion.io/company/differential>

## Technologies

- **Python** — Layer: languages; Postings: 4; Share: 1; Required: 2; Open postings: 4; First seen: 2026-08-26
- **Bioreactors** — Layer: practices; Postings: 3; Share: 0.75; Required: 2; Open postings: 3; First seen: 2026-08-26
- **Design Controls** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Digital Twin** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-08-26
- **JAX** — Layer: frameworks; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Machine Learning** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Multi-Agent Systems** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **PyTorch** — Layer: frameworks; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Reinforcement Learning** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Scikit-learn** — Layer: frameworks; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Time Series** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Transfer Learning** — Layer: practices; Postings: 1; Share: 0.25; Required: 1; Open postings: 1; First seen: 2026-11-02
- **Design of Experiments** — Layer: practices; Postings: 1; Share: 0.25; Required: 0; Open postings: 1; First seen: 2026-11-02
- **LIMS** — Layer: tools; Postings: 1; Share: 0.25; Required: 0; Open postings: 1; First seen: 2026-08-26
- **MATLAB** — Layer: languages; Postings: 1; Share: 0.25; Required: 0; Open postings: 1; First seen: 2026-08-26
- **Reinforcement Learning** — Layer: practices; Postings: 1; Share: 0.25; Required: 0; Open postings: 1; First seen: 2026-11-02

## Similar stacks

- [Axiom Bio](https://alion.io/company/axi-om/technologies) — Shared technologies: 10
- [Sanctuary AI](https://alion.io/company/sanctuary/technologies) — Shared technologies: 9
- [Xaira Therapeutics](https://alion.io/company/xaira-therapeutics/technologies) — Shared technologies: 11
- [Genentech](https://alion.io/company/gene-com/technologies) — Shared technologies: 15
- [Focused Energy](https://alion.io/company/focused-ai/technologies) — Shared technologies: 9
- [United Kingdom Atomic Energy Authority](https://alion.io/company/ukaea/technologies) — Shared technologies: 9
- [Epfl](https://alion.io/company/epfl/technologies) — Shared technologies: 9
- [Mariana Minerals](https://alion.io/company/marianaminerals/technologies) — Shared technologies: 9

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