NLP Researcher
1 month ago
Role : NLP Researcher
As a key member of Miimansa's research team, you will focus on developing novel methods for natural language understanding tasks in clinical texts. Your expertise will be crucial in advancing our research collaborations with top-tier institutions and participating in NLU challenge tasks and publications. You will stay updated on state-of-the-art methods relevant to our product pipeline and provide recommendations for product roadmap and strategy.
Requirements :
Qualifications and Skills :
Bachelor's degree or higher in computer science or engineering with a focus on language processing. Exceptional candidates with a bachelor's degree in CS and relevant experience will also be considered.
At least 2+ years of experience in NLP and relevant projects. May be relaxed for candidates with a PhD
A sound understanding of common NLP tasks such as text classification, entity recognition, entity extraction, and question answering.
Understanding of NLP techniques for language modeling, text representation, and semantic extraction techniques.
Good grasp of current DNN architectures, training, and evaluation methods in NLP, and ability to adapt them for clinical/medical data and problems.
Good knowledge of and hands-on skills with repository management, GPU use.
Ability to rapidly set up NLP pipelines for testing new ideas.
Familiarity with NLP literature, thrust areas, conference venues, and code repositories.
Proficiency in programming in Python and libraries such as Huggingface, Spacy, OpenAI API.
Willingness and ability to mentor engineering interns.
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