Description

You will design and develop NLP applications focused on medical entity extraction and text mining.

Responsibilities

• Design and develop end-to-end Java applications for NLP tasks.
• Build databases to store extracted NLP entities and relationships.
• Implement text representation techniques, classification algorithms, and semantic extraction.
• Train, evaluate, and refine models through statistical analysis of results.
• Extend machine learning libraries and frameworks to support specific NLP requirements.

Required Skills

• 5+ years of experience as an NLP Engineer or in a similar role.
• Proven experience with Clinical NLP tools, specifically cTakes and UIMA.
• Strong Java development experience and ability to write robust, testable code.
• Deep understanding of the healthcare domain.
• Proficiency in Python and SQL.
• Experience with machine learning frameworks such as Keras, BERT, or OpenNLP.
• Experience with libraries like scikit-learn.
• Solid understanding of NLP techniques, data structures, and modeling.
• Ability to design software architecture and implement appropriate algorithms.
• Knowledge of ontology tools and technologies.

Key Skills

Education

Any Gradute