# Sciforium - **Answer**: Sciforium builds mostly with Python, C++, Bash, Rust. Its stack also includes vLLM, JAX, ROCm, Kubernetes. Python is named in 19 of the 24 job postings Sciforium published in the last 12 months (79%). Counted by Alion from the job postings of Sciforium, updated Nov 12, 2026. - **Window days**: 365 - **Postings analysed**: 24 - **Open postings**: 14 - **Technologies in use**: 71 - **Modernity score**: 65 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 716759 - **Name**: Sciforium - **Domain**: sciforium.ai - **Url**: ## Technologies - **Multimodal AI** — Layer: practices; Postings: 24; Share: 1; Required: 24; Open postings: 14; First seen: 2025-11-15 - **Python** — Layer: languages; Postings: 19; Share: 0.7917; Required: 19; Open postings: 11; First seen: 2025-11-15 - **vLLM** — Layer: cloud; Postings: 14; Share: 0.5833; Required: 3; Open postings: 8; First seen: 2025-11-15 - **JAX** — Layer: frameworks; Postings: 13; Share: 0.5417; Required: 12; Open postings: 7; First seen: 2025-11-15 - **LLM** — Layer: ai; Postings: 13; Share: 0.5417; Required: 11; Open postings: 5; First seen: 2025-11-15 - **ROCm** — Layer: frameworks; Postings: 13; Share: 0.5417; Required: 10; Open postings: 7; First seen: 2025-11-15 - **PyTorch** — Layer: frameworks; Postings: 12; Share: 0.5; Required: 12; Open postings: 6; First seen: 2025-11-15 - **CUDA** — Layer: frameworks; Postings: 12; Share: 0.5; Required: 11; Open postings: 6; First seen: 2025-11-15 - **C++** — Layer: languages; Postings: 11; Share: 0.4583; Required: 11; Open postings: 5; First seen: 2025-11-15 - **XLA** — Layer: frameworks; Postings: 10; Share: 0.4167; Required: 1; Open postings: 4; First seen: 2025-11-15 - **TensorRT** — Layer: tools; Postings: 10; Share: 0.4167; Required: 0; Open postings: 4; First seen: 2026-08-06 - **Machine Learning** — Layer: practices; Postings: 9; Share: 0.375; Required: 9; Open postings: 7; First seen: 2025-11-15 - **TPU** — Layer: tools; Postings: 9; Share: 0.375; Required: 2; Open postings: 3; First seen: 2025-11-15 - **Triton** — Layer: frameworks; Postings: 7; Share: 0.2917; Required: 7; Open postings: 1; First seen: 2026-09-10 - **HPC** — Layer: practices; Postings: 7; Share: 0.2917; Required: 3; Open postings: 5; First seen: 2025-11-15 - **Kubernetes** — Layer: cloud; Postings: 5; Share: 0.2083; Required: 3; Open postings: 5; First seen: 2025-11-15 - **NCCL** — Layer: frameworks; Postings: 4; Share: 0.1667; Required: 4; Open postings: 4; First seen: 2026-08-06 - **Pre-training** — Layer: practices; Postings: 4; Share: 0.1667; Required: 4; Open postings: 2; First seen: 2026-01-07 - **Ray** — Layer: frameworks; Postings: 4; Share: 0.1667; Required: 4; Open postings: 2; First seen: 2026-01-07 - **Ansible** — Layer: tools; Postings: 4; Share: 0.1667; Required: 2; Open postings: 4; First seen: 2026-07-08 - **SGLang** — Layer: frameworks; Postings: 4; Share: 0.1667; Required: 1; Open postings: 4; First seen: 2025-11-15 - **Bash** — Layer: languages; Postings: 3; Share: 0.125; Required: 3; Open postings: 3; First seen: 2026-07-08 - **DPO** — Layer: practices; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **Linux** — Layer: cloud; Postings: 3; Share: 0.125; Required: 3; Open postings: 3; First seen: 2026-07-08 - **NVLink** — Layer: tools; Postings: 3; Share: 0.125; Required: 3; Open postings: 3; First seen: 2026-08-06 - **Post-training** — Layer: practices; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **RLHF** — Layer: practices; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **SFT** — Layer: practices; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **Spark** — Layer: cloud; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **Synthetic Data** — Layer: practices; Postings: 3; Share: 0.125; Required: 3; Open postings: 1; First seen: 2026-01-07 - **Configuration Management** — Layer: practices; Postings: 3; Share: 0.125; Required: 1; Open postings: 3; First seen: 2026-07-08 - **SaltStack** — Layer: tools; Postings: 3; Share: 0.125; Required: 1; Open postings: 3; First seen: 2026-07-08 - **Terraform** — Layer: tools; Postings: 3; Share: 0.125; Required: 1; Open postings: 3; First seen: 2026-07-08 - **Computer Vision** — Layer: practices; Postings: 3; Share: 0.125; Required: 0; Open postings: 1; First seen: 2026-01-07 - **CentOS Stream** — Layer: cloud; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-07-08 - **Git** — Layer: tools; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-08-06 - **Grafana** — Layer: cloud; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-08-06 - **InfiniBand** — Layer: tools; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-08-06 - **LDAP** — Layer: cloud; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-07-08 - **Prometheus** — Layer: tools; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-08-06 - **Ubuntu** — Layer: cloud; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-07-08 - **cuDNN** — Layer: frameworks; Postings: 2; Share: 0.0833; Required: 2; Open postings: 2; First seen: 2026-08-06 - **SLURM** — Layer: tools; Postings: 2; Share: 0.0833; Required: 1; Open postings: 2; First seen: 2026-08-06 - **TensorRT-LLM** — Layer: frameworks; Postings: 2; Share: 0.0833; Required: 1; Open postings: 2; First seen: 2026-08-06 - **Transformers** — Layer: frameworks; Postings: 2; Share: 0.0833; Required: 1; Open postings: 2; First seen: 2025-11-15 - **Flax** — Layer: frameworks; Postings: 2; Share: 0.0833; Required: 0; Open postings: 2; First seen: 2025-11-15 - **AWS** — Layer: cloud; Postings: 1; Share: 0.0417; Required: 1; Open postings: 1; First seen: 2026-08-06 - **Active Directory** — Layer: cloud; Postings: 1; Share: 0.0417; Required: 1; Open postings: 1; First seen: 2026-07-08 - **Azure** — Layer: cloud; Postings: 1; Share: 0.0417; Required: 1; Open postings: 1; First seen: 2026-08-06 - **BGP** — Layer: practices; Postings: 1; Share: 0.0417; Required: 1; Open postings: 1; First seen: 2026-08-06 - … 21 more in the JSON form ## Changes ### First appeared - **Triton** — First seen: 2026-09-10 - **TensorRT** — First seen: 2026-08-06 - **NCCL** — First seen: 2026-08-06 - **NVLink** — First seen: 2026-08-06 - **Git** — First seen: 2026-08-06 - **Grafana** — First seen: 2026-08-06 - **InfiniBand** — First seen: 2026-08-06 - **Prometheus** — First seen: 2026-08-06 ## Similar stacks - [RadixArk](https://alion.io/company/radixark/technologies) — Shared technologies: 45 - [Prime Intellect](https://alion.io/company/primeintellect/technologies) — Shared technologies: 53 - [Institute of Foundation Models](https://alion.io/company/institute-of-foundation-models/technologies) — Shared technologies: 51 - [Thinking Machines Lab](https://alion.io/company/thinking-machines-lab/technologies) — Shared technologies: 48 - [Cerebras Systems](https://alion.io/company/cerebras-systems/technologies) — Shared technologies: 65 - [Tower Research Capital](https://alion.io/company/tower-research-capital/technologies) — Shared technologies: 52 - [H Company](https://alion.io/company/hcompany/technologies) — Shared technologies: 45 - [Lightning AI](https://alion.io/company/lightning-ai/technologies) — Shared technologies: 44 --- [Page](https://alion.io/company/sciforium-2/technologies) · [JSON](https://alion.io/company/sciforium-2/technologies.json) Source: Alion (alion.io), 2026-11-12. 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