Research Officer (Large Language Models & Data Engineering), A*STAR BII
A*STAR RESEARCH ENTITIES
Singapore, Singapore
Not specified
Natural language processing expertise
Transformer-based model training
Python pytorch hugging face proficiency
A*STAR BII is seeking a Research Officer with expertise in Large Language Models (LLMs) and data engineering to contribute to an AI-driven project aimed at improving the management of lower respiratory tract infections. The role focuses on integrating LLMs for processing clinical text and enhancing decision-making to reduce unnecessary antibiotic prescriptions
Job Summary
The role involves building an AI-powered platform using Large Language Models to help clinicians identify cases of lower respiratory tract infections that do not require antibiotics.
Candidates will be responsible for fine-tuning models like LLaMA, Mistral, and Phi while designing pipelines for cleaning and tokenizing large-scale clinical text corpora.
The team offers access to high-performance GPU infrastructure, interdisciplinary collaboration opportunities, and mentorship for publishing findings at conferences.
Matching Summary
Match Score: 85
A*STAR BII is seeking a Research Officer with expertise in Large Language Models (LLMs) and data engineering to contribute to an AI-driven project aimed at improving the management of lower respiratory tract infections. The role focuses on integrating LLMs for processing clinical text and enhancing decision-making to reduce unnecessary antibiotic prescriptions.
Skills & Requirements
Must-have
Natural Language Processing expertise
Transformer-based model training
Python PyTorch Hugging Face proficiency
LLM fine-tuning with PEFT LoRA
RAG pipeline implementation
Nice-to-have
Biomedical domain adaptation experience
Multi-agent framework familiarity
Cloud computing AWS Azure knowledge
Prompt engineering skills
LLM safety evaluation background
Key Requirements
Master or Bachelor in Computer Science or related field