Medical domain, AI Engineer - Senior

Job Description

· Research and development using LLM (Information Extraction, Decision Support, Document Summarizer) · Development of prediction models and AI services

Qualifications

· Holder of a relevant degree (PhD or higher or 7+ years of experience in a master's degree) · Experience in proposing and managing research projects · Holder of a relevant degree (Master's degree or higher) · Possession of expertise in statistics/machine learning/deep learning and graduation from a relevant department · Experience using machine learning frameworks (Tensorflow, Pytorch, etc.) · Experience using deep learning frameworks (HuggingFace, Pytorch) · Experience developing projects or services using LLM · Python (intermediate level or higher) · For foreign nationals, possessing an intermediate level or higher proficiency in Korean is required. (For foreign nationals, possessing an intermediate level or higher proficiency in Korean is required.)

Preferred

· Experience in data processing and preprocessing (large-scale text data, image data, voice data, etc.) · Experience in data processing and model development · Experience in LM (Language Model) Fine Tuning to solve specific problems · Experience in natural language processing · Experience in natural language processing based on pretrained language models · Experience in participating in AI service development · Experience in MLOps and model deployment (API development, model monitoring) · Python (advanced), C/C++, R, LLM

Etc

📌<Currently ongoing projects> - Document summarization and unstructured text formatting/standardization using artificial intelligence (LLM) - Development of disease diagnosis and patient prognosis prediction models - Automatic creation of medical records based on voice and video data - Various research using large-scale medical DB 📌<Strengths in career development as an AI developer> - Research and development using large-scale medical (patient) data - Experience in creating models based on multimodal data - Experience in AI innovation projects in the healthcare sector - Autonomous and challenging development culture and growth opportunities

Preferred Visas

Benefits