# Google DeepMind

- **Answer**: Google DeepMind builds mostly with Python, C++, JavaScript, TypeScript. Its stack also includes PyTorch, JAX, Hugging Face, Spark. Python is named in 75 of the 230 job postings Google DeepMind published in the last 12 months (33%). Counted by Alion from the job postings of Google DeepMind, updated Nov 12, 2026.
- **Window days**: 365
- **Postings analysed**: 230
- **Open postings**: 125
- **Technologies in use**: 155
- **Modernity score**: 80
- **Ai adoption**: yes
- **Own products**: GCP, Veo, Gemini, Google BigQuery, Google GKE, Google Cloud Run, Google AI Studio, TPU
- **License**: CC BY-SA 4.0

## Company

- **Id**: 4
- **Name**: Google DeepMind
- **Domain**: deepmind.google
- **Url**: <https://alion.io/company/deepmind>

## Technologies

- **Machine Learning** — Layer: practices; Postings: 129; Share: 0.5609; Required: 99; Open postings: 64; First seen: 2025-09-29
- **AI Agents** — Layer: practices; Postings: 79; Share: 0.3435; Required: 65; Open postings: 50; First seen: 2026-03-09
- **Python** — Layer: languages; Postings: 75; Share: 0.3261; Required: 55; Open postings: 33; First seen: 2025-09-29
- **Reinforcement Learning** — Layer: practices; Postings: 60; Share: 0.2609; Required: 50; Open postings: 33; First seen: 2026-03-09
- **Multimodal AI** — Layer: practices; Postings: 52; Share: 0.2261; Required: 43; Open postings: 29; First seen: 2025-09-29
- **LLM** — Layer: ai; Postings: 51; Share: 0.2217; Required: 32; Open postings: 33; First seen: 2025-10-31
- **Post-training** — Layer: practices; Postings: 49; Share: 0.213; Required: 43; Open postings: 30; First seen: 2025-09-29
- **PyTorch** — Layer: frameworks; Postings: 43; Share: 0.187; Required: 26; Open postings: 21; First seen: 2025-09-29
- **JAX** — Layer: frameworks; Postings: 42; Share: 0.1826; Required: 30; Open postings: 20; First seen: 2026-03-09
- **C++** — Layer: languages; Postings: 36; Share: 0.1565; Required: 24; Open postings: 16; First seen: 2026-08-31
- **TensorFlow** — Layer: frameworks; Postings: 34; Share: 0.1478; Required: 23; Open postings: 14; First seen: 2025-09-29
- **Fine-tuning** — Layer: practices; Postings: 32; Share: 0.1391; Required: 20; Open postings: 18; First seen: 2026-03-09
- **SFT** — Layer: practices; Postings: 22; Share: 0.0957; Required: 20; Open postings: 12; First seen: 2026-03-12
- **JavaScript** — Layer: languages; Postings: 15; Share: 0.0652; Required: 11; Open postings: 5; First seen: 2026-03-17
- **Reinforcement Learning** — Layer: practices; Postings: 14; Share: 0.0609; Required: 11; Open postings: 9; First seen: 2026-09-10
- **Function Calling** — Layer: practices; Postings: 12; Share: 0.0522; Required: 10; Open postings: 8; First seen: 2026-09-04
- **Agentic Workflows** — Layer: practices; Postings: 12; Share: 0.0522; Required: 9; Open postings: 9; First seen: 2026-08-31
- **Pre-training** — Layer: practices; Postings: 11; Share: 0.0478; Required: 10; Open postings: 5; First seen: 2026-09-04
- **NLP** — Layer: practices; Postings: 11; Share: 0.0478; Required: 9; Open postings: 3; First seen: 2026-08-26
- **Vision-Language-Action** — Layer: practices; Postings: 11; Share: 0.0478; Required: 9; Open postings: 9; First seen: 2026-09-10
- **RLHF** — Layer: practices; Postings: 11; Share: 0.0478; Required: 7; Open postings: 4; First seen: 2026-08-07
- **Imitation Learning** — Layer: practices; Postings: 10; Share: 0.0435; Required: 10; Open postings: 7; First seen: 2026-09-10
- **Red Teaming** — Layer: practices; Postings: 10; Share: 0.0435; Required: 8; Open postings: 8; First seen: 2026-09-15
- **TensorFlow C++** — Layer: frameworks; Postings: 10; Share: 0.0435; Required: 6; Open postings: 4; First seen: 2026-09-08
- **Model Distillation** — Layer: practices; Postings: 9; Share: 0.0391; Required: 9; Open postings: 5; First seen: 2026-09-04
- **TypeScript** — Layer: languages; Postings: 9; Share: 0.0391; Required: 9; Open postings: 4; First seen: 2026-09-11
- **Knowledge Distillation** — Layer: practices; Postings: 8; Share: 0.0348; Required: 8; Open postings: 5; First seen: 2026-09-17
- **Embodied AI** — Layer: practices; Postings: 7; Share: 0.0304; Required: 7; Open postings: 5; First seen: 2026-09-17
- **Kotlin** — Layer: languages; Postings: 7; Share: 0.0304; Required: 7; Open postings: 1; First seen: 2026-03-24
- **LLM Guardrails** — Layer: practices; Postings: 7; Share: 0.0304; Required: 7; Open postings: 7; First seen: 2026-10-08
- **Synthetic Data** — Layer: practices; Postings: 7; Share: 0.0304; Required: 5; Open postings: 6; First seen: 2026-09-11
- **Hugging Face** — Layer: cloud; Postings: 7; Share: 0.0304; Required: 1; Open postings: 4; First seen: 2026-09-08
- **React.js** — Layer: frameworks; Postings: 6; Share: 0.0261; Required: 5; Open postings: 2; First seen: 2026-03-24
- **Swift** — Layer: languages; Postings: 6; Share: 0.0261; Required: 5; Open postings: 1; First seen: 2026-03-24
- **Transformers** — Layer: frameworks; Postings: 6; Share: 0.0261; Required: 4; Open postings: 4; First seen: 2026-09-15
- **Reward Modeling** — Layer: practices; Postings: 6; Share: 0.0261; Required: 3; Open postings: 5; First seen: 2026-09-24
- **World Models** — Layer: practices; Postings: 5; Share: 0.0217; Required: 5; Open postings: 2; First seen: 2026-09-04
- **Java** — Layer: languages; Postings: 5; Share: 0.0217; Required: 4; Open postings: 4; First seen: 2026-09-08
- **Recommender Systems** — Layer: practices; Postings: 5; Share: 0.0217; Required: 4; Open postings: 3; First seen: 2026-10-12
- **Computer Vision** — Layer: practices; Postings: 5; Share: 0.0217; Required: 3; Open postings: 2; First seen: 2025-09-29
- **Multi-Agent Systems** — Layer: practices; Postings: 5; Share: 0.0217; Required: 3; Open postings: 2; First seen: 2026-09-04
- **SQL** — Layer: languages; Postings: 5; Share: 0.0217; Required: 2; Open postings: 2; First seen: 2026-08-31
- **Gemma** — Layer: ai; Postings: 4; Share: 0.0174; Required: 4; Open postings: 3; First seen: 2026-09-28
- **Human-in-the-Loop** — Layer: practices; Postings: 4; Share: 0.0174; Required: 4; Open postings: 2; First seen: 2026-08-31
- **NumPy** — Layer: frameworks; Postings: 4; Share: 0.0174; Required: 4; Open postings: 0; First seen: 2025-10-31
- **C#** — Layer: languages; Postings: 4; Share: 0.0174; Required: 3; Open postings: 1; First seen: 2026-09-07
- **Diffusion Models** — Layer: practices; Postings: 4; Share: 0.0174; Required: 3; Open postings: 1; First seen: 2025-10-31
- **Interpretability** — Layer: practices; Postings: 4; Share: 0.0174; Required: 3; Open postings: 2; First seen: 2026-09-25
- **Objective-C** — Layer: languages; Postings: 4; Share: 0.0174; Required: 3; Open postings: 1; First seen: 2026-09-11
- **Quantization** — Layer: practices; Postings: 4; Share: 0.0174; Required: 3; Open postings: 2; First seen: 2026-09-17
- … 105 more in the JSON form

## Changes

### First appeared

- **Triton** — First seen: 2026-11-03
- **Terraform** — First seen: 2026-10-30
- **SLI/SLO/SLA** — First seen: 2026-10-29
- **Node JS** — First seen: 2026-10-14
- **Computer Use** — First seen: 2026-10-14
- **Recommender Systems** — First seen: 2026-10-12
- **Text-to-Speech** — First seen: 2026-10-08
- **LLM Guardrails** — First seen: 2026-10-08

### Not seen 180d

- **Origami Studio** — Last seen: 2026-03-27
- **ProtoPie** — Last seen: 2026-03-27
- **Sketch** — Last seen: 2026-03-27
- **Framer** — Last seen: 2026-03-27

## Similar stacks

- [Meta](https://alion.io/company/meta/technologies) — Shared technologies: 128
- [Mistral AI](https://alion.io/company/mistral-ai/technologies) — Shared technologies: 94
- [Cohere](https://alion.io/company/cohere/technologies) — Shared technologies: 85
- [Google](https://alion.io/company/google/technologies) — Shared technologies: 147
- [Scale AI](https://alion.io/company/scale-ai/technologies) — Shared technologies: 97
- [Waymo](https://alion.io/company/waymo/technologies) — Shared technologies: 94
- [42dot](https://alion.io/company/42dot/technologies) — Shared technologies: 103
- [TikTok](https://alion.io/company/tiktok/technologies) — Shared technologies: 121

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