AI Scientist - Austin, United States - Henderson Scott

Henderson Scott Austin, United States

3 weeks ago

Pharmaceutical / Bio-tech

Description

AI Scientist
Full Time
Remote (US)

I'm looking for an AI Scientist for an exciting AI/Digital Healthcare company. You'll be responsible for driving research and development by contributing your scientific knowledge as well as practice expertise in natural language processing (NLP) and information extraction (IE) technologies.

Skills & Attributes:

PhD or Masters in Computer Science
Solid knowledge of DL/MLNLP/IE Technologies
Deep knowledge of and practical experience with designing novel sequential and transformer neural network architectures as well as transfer learning and tuning of LLMs and other pretrained models
Experience in creating custom training datasets, including data collection, preprocessing, and augmentation.

Key Responsibilities:

Develop custom NLP/IE pipelines to extract medical and healthcare information from unstructured sources
Design and train custom deep neural networks for accurate detection of disease symptoms, signs, billing codes and related information in physician notes, EMR/EHR records, and other healthcare data.
Design, implement, and evaluate online and federated learning AI systems for continuing training and refinement of NLP/IE pipelines and models.
Provide key contributions to the development of novel AI methods to facilitate establishment of the company's competitive advantages and IP.
Be actively engaged in scientific research and publication activities, including literature review, method development and evaluation, and manuscript writing.
Constantly monitor state-of-the-art AI technologies and provide assessments of their suitability to the company's software applications.

Nice to have:

Experience with applying NLP techniques to unstructured medical sources
Knowledge of biomedical ontologies, terminology, and controlled vocabularies.

To apply - please contact Sam Shinner at Henderson Scott

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