- Experience using deep learning frameworks for language-related tasks.
- Deep knowledge of and practical experience with designing novel sequential and transformer neural network architectures as well as transfer learning and tuning of pretrained models.
- Practical experience in designing systems to improve performance of DL/ML models using human feedback.
- Publications in scientific journals and/or conferences.
- Solid programming skills, including writing production-level code.
- Knowledge of linguistic concepts and translation theory, including syntactic and semantic analysis.
- Excellent communication skills.
- 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.
- Experience with applying NLP techniques to unstructured medical sources
- Knowledge of biomedical ontologies, terminology, and controlled vocabularies.
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AI Scientist - Dallas, United States - Henderson Scott
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 advancing language translation capabilities using state-of-the-art AI techniques. The ideal candidate will have a strong background in both NLP and deep learning techniques, with the ability to design and implement novel solutions.
Key Skills and Responsibilities:
* Solid knowledge of DL/ML/NLP/IE technologies.
Skills & Attributes:
Nice to have:
To apply - please contact Elin Owen at Henderson Scott