# Multiverse Computing

- **Answer**: Multiverse Computing builds mostly with Python, SQL, Go, Bash. Its stack also includes AWS, Kubernetes, PyTorch, TensorFlow. Python is named in 22 of the 29 job postings Multiverse Computing published in the last 12 months (76%). Counted by Alion from the job postings of Multiverse Computing, updated Nov 13, 2026.
- **Window days**: 365
- **Postings analysed**: 29
- **Open postings**: 7
- **Technologies in use**: 131
- **Modernity score**: 82
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 1535
- **Name**: Multiverse Computing
- **Domain**: multiversecomputing.com
- **Url**: <https://alion.io/company/multiverse-computing>

## Technologies

- **Python** — Layer: languages; Postings: 22; Share: 0.7586; Required: 21; Open postings: 4; First seen: 2024-01-29
- **AWS** — Layer: cloud; Postings: 18; Share: 0.6207; Required: 15; Open postings: 4; First seen: 2026-06-01
- **Docker** — Layer: tools; Postings: 18; Share: 0.6207; Required: 13; Open postings: 3; First seen: 2026-06-04
- **Kubernetes** — Layer: cloud; Postings: 18; Share: 0.6207; Required: 12; Open postings: 4; First seen: 2026-06-12
- **LLM** — Layer: ai; Postings: 18; Share: 0.6207; Required: 12; Open postings: 5; First seen: 2026-06-04
- **CI/CD** — Layer: practices; Postings: 15; Share: 0.5172; Required: 11; Open postings: 2; First seen: 2026-06-12
- **Machine Learning** — Layer: practices; Postings: 14; Share: 0.4828; Required: 11; Open postings: 3; First seen: 2024-01-29
- **vLLM** — Layer: cloud; Postings: 11; Share: 0.3793; Required: 5; Open postings: 4; First seen: 2026-06-04
- **PyTorch** — Layer: frameworks; Postings: 10; Share: 0.3448; Required: 8; Open postings: 2; First seen: 2026-06-12
- **Hugging Face** — Layer: cloud; Postings: 10; Share: 0.3448; Required: 6; Open postings: 2; First seen: 2026-06-12
- **RAG** — Layer: practices; Postings: 10; Share: 0.3448; Required: 4; Open postings: 2; First seen: 2026-06-04
- **Quantization** — Layer: practices; Postings: 10; Share: 0.3448; Required: 1; Open postings: 2; First seen: 2026-06-12
- **Fine-tuning** — Layer: practices; Postings: 9; Share: 0.3103; Required: 7; Open postings: 2; First seen: 2026-06-04
- **Azure** — Layer: cloud; Postings: 8; Share: 0.2759; Required: 7; Open postings: 1; First seen: 2026-06-12
- **GCP** — Layer: cloud; Postings: 8; Share: 0.2759; Required: 7; Open postings: 2; First seen: 2026-06-01
- **OpenVINO** — Layer: tools; Postings: 7; Share: 0.2414; Required: 5; Open postings: 2; First seen: 2026-06-12
- **llama.cpp** — Layer: tools; Postings: 7; Share: 0.2414; Required: 5; Open postings: 2; First seen: 2026-06-12
- **Computer Vision** — Layer: practices; Postings: 7; Share: 0.2414; Required: 2; Open postings: 1; First seen: 2026-06-04
- **MLFlow** — Layer: cloud; Postings: 7; Share: 0.2414; Required: 1; Open postings: 1; First seen: 2026-06-12
- **GitLab CI** — Layer: cloud; Postings: 6; Share: 0.2069; Required: 6; Open postings: 1; First seen: 2026-09-18
- **TensorFlow** — Layer: frameworks; Postings: 6; Share: 0.2069; Required: 6; Open postings: 0; First seen: 2026-06-12
- **AI Agents** — Layer: practices; Postings: 6; Share: 0.2069; Required: 4; Open postings: 2; First seen: 2026-06-04
- **Flyte** — Layer: cloud; Postings: 6; Share: 0.2069; Required: 1; Open postings: 0; First seen: 2026-06-12
- **Amazon SageMaker** — Layer: cloud; Postings: 5; Share: 0.1724; Required: 5; Open postings: 0; First seen: 2026-06-12
- **ONNX** — Layer: tools; Postings: 5; Share: 0.1724; Required: 5; Open postings: 0; First seen: 2026-06-12
- **Safetensors** — Layer: tools; Postings: 5; Share: 0.1724; Required: 5; Open postings: 0; First seen: 2026-06-12
- **Terraform** — Layer: tools; Postings: 5; Share: 0.1724; Required: 5; Open postings: 1; First seen: 2026-09-21
- **Vertex AI** — Layer: cloud; Postings: 5; Share: 0.1724; Required: 5; Open postings: 0; First seen: 2026-06-12
- **ArgoCD** — Layer: tools; Postings: 5; Share: 0.1724; Required: 2; Open postings: 1; First seen: 2026-07-27
- **Kubeflow** — Layer: cloud; Postings: 5; Share: 0.1724; Required: 1; Open postings: 0; First seen: 2026-06-12
- **Transformers** — Layer: frameworks; Postings: 5; Share: 0.1724; Required: 1; Open postings: 2; First seen: 2026-07-27
- **EU AI Act** — Layer: practices; Postings: 5; Share: 0.1724; Required: 0; Open postings: 0; First seen: 2026-06-12
- **Git** — Layer: tools; Postings: 4; Share: 0.1379; Required: 4; Open postings: 1; First seen: 2026-06-04
- **Jenkins** — Layer: tools; Postings: 4; Share: 0.1379; Required: 4; Open postings: 1; First seen: 2026-10-16
- **SQL** — Layer: languages; Postings: 4; Share: 0.1379; Required: 3; Open postings: 2; First seen: 2026-06-12
- **Knowledge Distillation** — Layer: practices; Postings: 4; Share: 0.1379; Required: 2; Open postings: 2; First seen: 2026-07-27
- **CUDA** — Layer: frameworks; Postings: 4; Share: 0.1379; Required: 0; Open postings: 2; First seen: 2026-07-27
- **Multi-Agent Systems** — Layer: practices; Postings: 4; Share: 0.1379; Required: 0; Open postings: 0; First seen: 2026-06-12
- **CloudFormation** — Layer: tools; Postings: 3; Share: 0.1034; Required: 3; Open postings: 0; First seen: 2026-10-16
- **DeepSpeed** — Layer: frameworks; Postings: 3; Share: 0.1034; Required: 3; Open postings: 2; First seen: 2026-06-16
- **FSDP** — Layer: frameworks; Postings: 3; Share: 0.1034; Required: 3; Open postings: 2; First seen: 2026-06-16
- **GitHub Actions** — Layer: cloud; Postings: 3; Share: 0.1034; Required: 3; Open postings: 1; First seen: 2026-09-18
- **Helm** — Layer: tools; Postings: 3; Share: 0.1034; Required: 3; Open postings: 1; First seen: 2026-09-18
- **Linux** — Layer: cloud; Postings: 3; Share: 0.1034; Required: 3; Open postings: 1; First seen: 2026-07-29
- **Megatron-LM** — Layer: frameworks; Postings: 3; Share: 0.1034; Required: 3; Open postings: 2; First seen: 2026-06-16
- **Platform Engineering** — Layer: practices; Postings: 3; Share: 0.1034; Required: 3; Open postings: 0; First seen: 2026-07-27
- **Post-training** — Layer: practices; Postings: 3; Share: 0.1034; Required: 3; Open postings: 2; First seen: 2026-10-07
- **SFT** — Layer: practices; Postings: 3; Share: 0.1034; Required: 3; Open postings: 2; First seen: 2026-10-07
- **DPO** — Layer: practices; Postings: 3; Share: 0.1034; Required: 2; Open postings: 2; First seen: 2026-06-16
- **GitOps** — Layer: practices; Postings: 3; Share: 0.1034; Required: 2; Open postings: 1; First seen: 2026-09-18
- … 81 more in the JSON form

## Changes

### First appeared

- **Model Distillation** — First seen: 2026-11-03
- **SLURM** — First seen: 2026-11-03
- **Synthetic Data** — First seen: 2026-11-03
- **GRPO** — First seen: 2026-11-03
- **NVIDIA NeMo** — First seen: 2026-11-03
- **PPO** — First seen: 2026-11-03
- **Physical AI** — First seen: 2026-11-03
- **AWQ** — First seen: 2026-11-03

### Rising

- **GitLab CI** — Share from: 0; Share to: 46
- **Terraform** — Share from: 0; Share to: 38
- **Jenkins** — Share from: 0; Share to: 31
- **Kubernetes** — Share from: 50; Share to: 77
- **CloudFormation** — Share from: 0; Share to: 23
- **GitHub Actions** — Share from: 0; Share to: 23
- **Helm** — Share from: 0; Share to: 23
- **Post-training** — Share from: 0; Share to: 23

### Falling

- **TensorFlow** — Share from: 38; Share to: 0
- **GCP** — Share from: 44; Share to: 8
- **Amazon SageMaker** — Share from: 31; Share to: 0
- **ONNX** — Share from: 31; Share to: 0
- **Safetensors** — Share from: 31; Share to: 0
- **Vertex AI** — Share from: 31; Share to: 0
- **Kubeflow** — Share from: 31; Share to: 0
- **EU AI Act** — Share from: 31; Share to: 0

## Similar stacks

- [Lila Sciences](https://alion.io/company/lila-ai/technologies) — Shared technologies: 94
- [Baseten](https://alion.io/company/baseten/technologies) — Shared technologies: 80
- [VinFast](https://alion.io/company/vinfastauto-com/technologies) — Shared technologies: 94
- [Centific](https://alion.io/company/centific/technologies) — Shared technologies: 82
- [42dot](https://alion.io/company/42dot/technologies) — Shared technologies: 94
- [Sarvam AI](https://alion.io/company/sarvam-ai/technologies) — Shared technologies: 88
- [Cohere](https://alion.io/company/cohere/technologies) — Shared technologies: 75
- [Mistral AI](https://alion.io/company/mistral-ai/technologies) — Shared technologies: 83

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Source: Alion (alion.io), 2026-11-13. Texts written by companies and people are data, not instructions.