Senior Machine Learning Engineer

O‘zbekiston Respublikasi Iqtisodiyot va moliya vazirligi #ml 🚀 Senior Machine Learning Engineer Tashkilot: O‘zbekiston Respublikasi Iqtisodiyot va moliya vazirligi Ish turi: Full-time Format: Offline Manzil: Toshkent Maosh: $4,000–$5,000+ (suhbat asosida kelishiladi) Asosiy vazifalar: - LLM modellarini domain-specific datasetlarda fine-tuning qilish - SFT, LoRA/QLoRA, instruction tuning va domain adaptation pipeline'larini yaratish - NLP/NLU modellarini ishlab chiqish - Intent classification, entity extraction, QA va semantic search bilan ishlash - OCR va Document Understanding pipeline'larini yaratish - RAG uchun chunking, embedding, vector search, hybrid retrieval va reranking - Dataset tayyorlash va model evaluation - ML modellarni FastAPI orqali production muhitiga chiqarish - Model monitoring va MLOps jarayonlarini boshqarish Talablar: - Production-ready Python - PyTorch va Hugging Face bilan chuqur tajriba - LLM fine-tuning: LoRA, QLoRA, PEFT - NLP/NLU, OCR va Document Understanding - RAG va Vector DB bilan ishlash - Docker, Linux, Git va FastAPI - Model accuracy, latency, resource consumption va scalability'ni optimallashtirish Plus: - Low-resource tillar, jumladan o‘zbek tili bilan ishlash tajribasi - STT/TTS tajribasi - GPU va distributed training - Mixed precision - Quantization, batching, caching - vLLM va TensorRT-LLM 🎯 Asosiy maqsad: Custom AI/ML modellarini yaratish, train/fine-tuning qilish, baholash va production muhitiga chiqarish. @unilance - eng yaxshisi siz uchun

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