About
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.
Responsibilities
•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
Requirements
•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
Nice to have
•Experience deploying local language models (LLM)
•GPU code optimization skills
•Experience working with SQL databases
•Experience with RAG and inference/serving
Conditions
No conditions specified in the posting.
