NLP Data Scientist - Remote / Telecommute
- Minneapolis, MN
- Permanent
- Full-time
- Develop innovative NLP solutions using knowledge bases, symbolic AI, and large language models for medical chart analysis.
- Work collaboratively with data scientists, ML engineers, data engineers, and software developers to integrate NLP systems into our production environment.
- Stay updated with the latest advancements in NLP, especially large language models, to enhance our data processing capabilities.
- Utilize tools like Python, PyTorch, and Transformers for model development and optimization.
- Analyze extensive data sets to extract key medical insights, contributing to the efficiency of insurance processes.
- Ensure compliance with data privacy standards and healthcare regulations.
- Master's in Computer Science, Data Science, Computational Linguistics, or a related field. At least 5 years of experience.
- Proven experience in NLP, especially with hybrid methods involving knowledge bases, symbolic AI, and large language models.
- Experience in Python, PyTorch, Transformers, and other relevant deep learning technologies.
- Familiarity with medical terminologies and proficiency in information extraction from medical charts.
- Excellent analytical, problem-solving, and teamwork skills.