{"company":{"id":27998,"name":"Gnani","domain":"gnani.ai","url":"https://alion.io/company/gnani"},"answer":"Gnani builds mostly with Python. Its stack also includes Kubernetes, vLLM, TensorRT-LLM, CUDA. Kubernetes is named in 3 of the 3 job postings Gnani published in the last 12 months (100%). Counted by Alion from the job postings of Gnani, updated Oct 13, 2026.","window_days":365,"postings_analysed":3,"open_postings":3,"technologies_in_use":50,"modernity_score":77,"ai_adoption":true,"technologies":[{"name":"KV Cache","layer":"practices","postings":3,"share":1,"required":3,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":1,"required":3,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":3,"share":1,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Speech Recognition","layer":"practices","postings":3,"share":1,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"TensorRT-LLM","layer":"frameworks","postings":3,"share":1,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Text-to-Speech","layer":"practices","postings":3,"share":1,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":3,"share":1,"required":2,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":3,"share":1,"required":0,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"CUTLASS","layer":"frameworks","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Knowledge Distillation","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Mixture of Experts","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Model Distillation","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"SGLang","layer":"frameworks","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Speculative Decoding","layer":"practices","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":2,"share":0.6667,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.6667,"required":1,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"FSDP","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"KServe","layer":"tools","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Mamba","layer":"ai","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Megatron-LM","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"NVIDIA NIM","layer":"cloud","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"NVIDIA NeMo","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Ray Serve","layer":"frameworks","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":2,"share":0.6667,"required":0,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Voice Agents","layer":"practices","postings":1,"share":0.3333,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"LiveKit","layer":"cloud","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"NVIDIA Omniverse","layer":"cloud","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.3333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Hippocratic AI","url":"https://alion.io/company/hippocratic-ai/technologies","shared_technologies":35},{"name":"Featherless","url":"https://alion.io/company/featherless/technologies","shared_technologies":25},{"name":"Liquid AI","url":"https://alion.io/company/liquid-ai/technologies","shared_technologies":30},{"name":"Mindfire Solutions","url":"https://alion.io/company/mindfire-solutions","shared_technologies":26},{"name":"Techngs","url":"https://alion.io/company/techngs/technologies","shared_technologies":27},{"name":"Epsilon Health","url":"https://alion.io/company/epsilon-health-2/technologies","shared_technologies":23},{"name":"River AI","url":"https://alion.io/company/river-ai/technologies","shared_technologies":25},{"name":"Eka Care","url":"https://alion.io/company/eka-care/technologies","shared_technologies":28}],"html_url":"https://alion.io/company/gnani/technologies","json_url":"https://alion.io/company/gnani/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-13T07:45:52Z","generated_at":"2026-10-13T13:24:16Z"}}