The Rare Genomics Institute (RG) aims to provide accessible, accurate, and understandable information on rare diseases to patients, families, caregivers, and researchers by leveraging AI and ML to process and present complex medical data on their online platforms.
Requirements
- Strong software engineering skills with proficiency in programming languages like Python, Java or JavaScript/React, and backend API expertise.
- Experience with LLM, RAG and vector databases to create advanced generative AI prompts to obtain relevant data from multiple sources and consolidating the information to identify and remove inaccuracies.
- Experience with AI development tools and frameworks such as Python, TensorFlow, PyTorch, Hugging Face, or similar.
- Experience with front-end/back-end integration of AI models, especially for delivering accessible, plain-language content to lay audiences.
Responsibilities
- identifying and implementing artificial intelligence and machine learning solutions
- leveraging generative AI data sources and transitioning them to a user-friendly website interface
- implement code and infrastructure for the deployment, maintenance and scale-up of the project AI application
- Design and execute tests to validate model accuracy, trustworthiness and continuous learning capabilities
- Ensure that final products comply with data ethics, security, and medical domain knowledge standards
Other
- Excellent communications skills to work with cross-functional teams and non-technical members.
- As needed, reach out and engage with external collaborators or resources to support project objectives.
- Working with the project team, identify key tasks, timelines, risks and final objectives.
- Attend bi-weekly team meetings and regularly engage with team members remotely.
