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описание
The organization provides IT support for government agencies, including the Executive Office of the President of Rok, Prime Minister’s Office of Rok, Department of Presidential affairs of Rok, and the Constitutional Court.
задачи
Analyze data and select architectures for model training
Explore and test new approaches and solutions
Deploy models in production environments
Set up environments without internet access
Set up and integrate local LLMs
требования
Proficient in Python and the ML stack, including Pandas, Scikit-learn, and PyTorch/TensorFlow
Understand mathematics and statistics for algorithms
Have experience with modern architectures, including NLP, CV, and LLM
Be able to package solutions in Docker
Have basic Linux knowledge and experience building API services
Be willing to work offline in a secure environment
Будет плюсом: experience deploying local language models (LLM), GPU code optimization skills, experience working with SQL databases, experience with RAG and inference/serving
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