İnnovasiya və Rəqəmsal İnkişaf Agentliyi İnnovasiya və Rəqəmsal İnkişaf Agentliyi
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İnnovasiya və Rəqəmsal İnkişaf Agentliyi

İnnovasiya və Rəqəmsal İnkişaf Agentliyi

Dövlət qurumu

Leading Data Scientist

  • Deadline 7 Avqust 2025

Job responsibilities

  • Experience in Machine Learning Models.
  • Design and build LLM-powered solutions for tasks such as summarization, Q&A, chatbots, and semantic search.
  • Develop and fine-tune local embedding-based systems for FAQ retrieval, search, and classification using tools like FAISS, Weaviate.
  • Build and enhance chatbots with natural language understanding, context tracking, and intelligent fallback mechanisms.
  • Implement speech-to-text pipelines using Whisper and similar models for multilingual audio transcription and voice command understanding.
  • Apply retrieval-augmented generation (RAG) techniques to combine search with LLMs for more grounded and accurate responses.
  • Optimize models through quantization, distillation, or LoRA fine-tuning for performance and efficiency.
  • Experience with RNNs, LSTMs, Transformers, and Foundation Models.
  • Design and optimize algorithms for entity recognition, text summarization, and semantic search.

Requirements

  • 2–3+ years of hands-on experience in data science and NLP research, specializing in low-resource language applications and model optimization.
  • Deep expertise in language modeling, embedding techniques, and vector-based semantic search (e.g., FAISS, Annoy), with a strong focus on retrieval-augmented generation (RAG) workflows.
  • Solid knowledge of speech recognition and transcription, leveraging models like Whisper, Vosk, and Google Speech-to-Text for real-time and batch processing tasks.
  • Experience in chatbot development, including real-time interaction, fallback and context handling, and integration with APIs and platforms such as Telegram and WhatsApp.

Interested candidates can apply by clicking the link provided in the "Apply" button.

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