Machine Learning / NLP Research Scientist
New
United StatesFull-TimeSenior
Salary not disclosed
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Job Details
- Required Skills
- Machine LearningPyTorchTensorflowDeep LearningNLP
Requirements
- Advanced degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or a related field.
- Solid research foundation evidenced by high-impact publications.
- Contributions to leading AI conferences such as ACL, NeurIPS, ICML, or ICLR.
- Demonstrated real-world impact via open source contributions and technology deployment.
- Proficient programming skills for developing, prototyping, and implementing ML solutions in production.
- Familiarity with deep learning frameworks including PyTorch, Jax, or TensorFlow.
- Experience with multi-GPU training.
- Strong capability in statistical analysis of observational and experimental data.
Responsibilities
- Push the boundaries of medical NLP research, focusing on conversation summarization, evidence extraction, and outcome prediction.
- Develop new evaluation techniques and experimental approaches.
- Engage with the broader research community by disseminating original research findings and insights.
- Tackle significant challenges, set benchmarks, and innovate state-of-the-art methodologies.
- Integrate research methodologies into practical applications.
- Utilize feedback from healthcare professionals to drive continuous improvement and innovation.
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