# Normal Computing - **Answer**: Normal Computing builds mostly with Python, C++, SystemVerilog, Rust. Its stack also includes PyTorch, UVM, Kubernetes, vLLM. Python is named in 27 of the 39 job postings Normal Computing published in the last 12 months (69%). Counted by Alion from the job postings of Normal Computing, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 39 - **Open postings**: 26 - **Technologies in use**: 87 - **Modernity score**: 71 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 39034 - **Name**: Normal Computing - **Domain**: normalcomputing.com - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 27; Share: 0.6923; Required: 22; Open postings: 17; First seen: 2026-06-08 - **LLM** — Layer: ai; Postings: 15; Share: 0.3846; Required: 13; Open postings: 10; First seen: 2026-07-15 - **AI Agents** — Layer: practices; Postings: 12; Share: 0.3077; Required: 8; Open postings: 5; First seen: 2026-06-08 - **C++** — Layer: languages; Postings: 11; Share: 0.2821; Required: 11; Open postings: 10; First seen: 2026-07-06 - **SystemVerilog** — Layer: languages; Postings: 9; Share: 0.2308; Required: 8; Open postings: 7; First seen: 2026-06-08 - **PyTorch** — Layer: frameworks; Postings: 8; Share: 0.2051; Required: 7; Open postings: 5; First seen: 2026-07-15 - **Rust** — Layer: languages; Postings: 7; Share: 0.1795; Required: 7; Open postings: 6; First seen: 2026-07-06 - **Reinforcement Learning** — Layer: practices; Postings: 6; Share: 0.1538; Required: 6; Open postings: 1; First seen: 2026-07-15 - **Machine Learning** — Layer: practices; Postings: 6; Share: 0.1538; Required: 4; Open postings: 4; First seen: 2026-07-31 - **Quantization** — Layer: practices; Postings: 5; Share: 0.1282; Required: 5; Open postings: 3; First seen: 2026-07-31 - **Function Calling** — Layer: practices; Postings: 4; Share: 0.1026; Required: 4; Open postings: 1; First seen: 2026-07-15 - **KV Cache** — Layer: practices; Postings: 4; Share: 0.1026; Required: 4; Open postings: 2; First seen: 2026-07-31 - **UVM** — Layer: frameworks; Postings: 4; Share: 0.1026; Required: 3; Open postings: 2; First seen: 2026-06-08 - **Perl** — Layer: languages; Postings: 4; Share: 0.1026; Required: 1; Open postings: 4; First seen: 2026-07-15 - **Fine-tuning** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 0; First seen: 2026-06-08 - **Post-training** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 0; First seen: 2026-06-08 - **Prompt Engineering** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 0; First seen: 2026-06-08 - **Synthetic Data** — Layer: practices; Postings: 3; Share: 0.0769; Required: 3; Open postings: 1; First seen: 2026-08-09 - **JAX** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 2; Open postings: 1; First seen: 2026-08-09 - **RLAIF** — Layer: practices; Postings: 3; Share: 0.0769; Required: 2; Open postings: 0; First seen: 2026-07-15 - **RLHF** — Layer: practices; Postings: 3; Share: 0.0769; Required: 2; Open postings: 0; First seen: 2026-07-15 - **Apache TVM** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 1; Open postings: 3; First seen: 2026-10-20 - **Transformers** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 1; Open postings: 1; First seen: 2026-08-09 - **IREE** — Layer: frameworks; Postings: 3; Share: 0.0769; Required: 0; Open postings: 3; First seen: 2026-10-20 - **Cadence Pegasus** — Layer: tools; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-07-31 - **Multi-Agent Systems** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-08-19 - **Platform Engineering** — Layer: practices; Postings: 2; Share: 0.0513; Required: 2; Open postings: 1; First seen: 2026-08-10 - **PostgreSQL** — Layer: data; Postings: 2; Share: 0.0513; Required: 2; Open postings: 0; First seen: 2026-07-15 - **Synopsys IC Compiler II** — Layer: tools; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-07-31 - **Synopsys PrimeTime** — Layer: tools; Postings: 2; Share: 0.0513; Required: 2; Open postings: 2; First seen: 2026-07-31 - **Kubernetes** — Layer: cloud; Postings: 2; Share: 0.0513; Required: 1; Open postings: 0; First seen: 2026-07-15 - **LLVM** — Layer: tools; Postings: 2; Share: 0.0513; Required: 1; Open postings: 1; First seen: 2026-07-06 - **LangChain** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 1; Open postings: 1; First seen: 2026-08-09 - **LangGraph** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 1; Open postings: 1; First seen: 2026-08-09 - **MLIR** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 1; Open postings: 2; First seen: 2026-10-20 - **Redis** — Layer: data; Postings: 2; Share: 0.0513; Required: 1; Open postings: 0; First seen: 2026-07-15 - **vLLM** — Layer: cloud; Postings: 2; Share: 0.0513; Required: 1; Open postings: 2; First seen: 2026-10-20 - **HPC** — Layer: practices; Postings: 2; Share: 0.0513; Required: 0; Open postings: 2; First seen: 2026-07-31 - **RLlib** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 0; Open postings: 0; First seen: 2026-08-09 - **XLA** — Layer: frameworks; Postings: 2; Share: 0.0513; Required: 0; Open postings: 2; First seen: 2026-10-20 - **Cadence Allegro** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-07-29 - **Cadence Xcelium** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-07-15 - **Cadence vManager** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-07-15 - **Claude Code** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-14 - **Configuration Management** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-13 - **Cursor** — Layer: tools; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-14 - **Diffusion Models** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-08-16 - **Hugging Face** — Layer: cloud; Postings: 1; Share: 0.0256; Required: 1; Open postings: 0; First seen: 2026-07-15 - **LLM Evaluation** — Layer: practices; Postings: 1; Share: 0.0256; Required: 1; Open postings: 0; First seen: 2026-08-09 - **Linux** — Layer: cloud; Postings: 1; Share: 0.0256; Required: 1; Open postings: 1; First seen: 2026-10-13 - … 37 more in the JSON form ## Changes ### First appeared - **vLLM** — First seen: 2026-10-20 - **Apache TVM** — First seen: 2026-10-20 - **IREE** — First seen: 2026-10-20 - **MLIR** — First seen: 2026-10-20 - **XLA** — First seen: 2026-10-20 ### Rising - **C++** — Share from: 13; Share to: 38 - **LLM** — Share from: 27; Share to: 46 - **Rust** — Share from: 7; Share to: 25 - **Machine Learning** — Share from: 7; Share to: 21 - **Apache TVM** — Share from: 0; Share to: 13 - **IREE** — Share from: 0; Share to: 13 - **PyTorch** — Share from: 13; Share to: 25 - **Quantization** — Share from: 7; Share to: 17 ### Falling - **UVM** — Share from: 27; Share to: 0 - **AI Agents** — Share from: 47; Share to: 21 - **Fine-tuning** — Share from: 20; Share to: 0 - **Post-training** — Share from: 20; Share to: 0 - **Prompt Engineering** — Share from: 20; Share to: 0 - **Reinforcement Learning** — Share from: 27; Share to: 8 - **SystemVerilog** — Share from: 33; Share to: 17 ## Similar stacks - [Samsung Semiconductor](https://alion.io/company/samsungsemiconductor/technologies) — Shared technologies: 53 - [Moore Threads](https://alion.io/company/moore-threads/technologies) — Shared technologies: 59 - [SambaNova Systems](https://alion.io/company/sambanova/technologies) — Shared technologies: 62 - [SanDisk](https://alion.io/company/sandisk/technologies) — Shared technologies: 73 - [NIO](https://alion.io/company/nio/technologies) — Shared technologies: 64 - [Cohere](https://alion.io/company/cohere/technologies) — Shared technologies: 57 - [AMD](https://alion.io/company/amd/technologies) — Shared technologies: 87 - [Google DeepMind](https://alion.io/company/deepmind/technologies) — Shared technologies: 54 --- [Page](https://alion.io/company/normalcomputing/technologies) · [JSON](https://alion.io/company/normalcomputing/technologies.json) Source: Alion (alion.io), 2026-11-11. 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