Staff Machine Learning Scientist
United States
Rad AI
AI radiology software solutions to streamline workflows, save time, and improve patient care.Why we're hiring for this role: We’re seeking to add a world-class experienced Staff Machine Learning Scientist and hands on subject matter expert to join our amazing Model team. This person will play a critical role in helping mentor our growing ML Engineering team and will be instrumental in building out our ML infrastructure, scaling up our models, and cross collaborating with the Software and DevOps Engineers on the needs of our research platform.
This is what you’ll do:
- Develop SOTA sequence-to-sequence and classification models for reasoning over clinical text
- Read papers and devise experiments with the intent of incorporating new research into our platform
- Work as peers with our product team by integrating new research into applied projects.
- Determine scope of the problem, the best place to apply machine learning, set up labeling tasks if necessary, and evaluate different approaches
- Mentor and collaborate with members of our growing ML Team, and advise the Software and DevOps Engineers on the needs of the research
This what you'll need:
- Preferred PhD or Masters in CS or related field, or equivalent experience
- At least 4 post educational working years of experience
- Experience developing and testing NLP models in a commercial or academic setting
- Experience applying both supervised and unsupervised methods to real world datasets
- Experience with LLM in production systems
- Solid fundamentals in algorithms, math, and probability theory
- Experience with deep learning frameworks (e.g. PyTorch) and common NLP frameworks such as HuggingFace.
- Extensive programming skills, with a focus on Python
This would be nice to have:
- Experience working at an early stage startup
- Have successfully published in NLP
- Experience in a HIPAA compliant environment
- Experience applying machine learning to health data
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Classification Deep Learning DevOps Engineering HuggingFace LLMs Machine Learning Mathematics ML infrastructure NLP PhD Probability theory Python PyTorch Research Testing
Perks/benefits: Health care Startup environment Transparency
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