JAVA NLP Engineer

Job Description:

Responsibilities:

• Designing and developing NLP applications for medical entity extraction and text mining.
• Design Database to store NLP entities and relationships.
• Using effective text representation techniques and classification algorithms.
• Training and evaluating models.
• Design end to end java applications.
• Find and implement the right algorithms and tools for NLP tasks.
• Perform statistical analysis of results and refine models.
• Extend Client libraries and frameworks to apply in NLP tasks.
• Remain updated in the rapidly changing field of machine learning.

Requirements:

• Clinical NLP experience (cTakes, UIMA).
• Strong Java development experience.
• Deep understanding of health care.
• Familiarity with Ontology tools and technologies.
• Proven experience as an NLP Engineer or similar role/Track record in NLP/NLU and related technologies.
• Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling.
• Ability to effectively design software architecture.
• Knowledge of Python, SQL.
• Ability to write robust and testable code.
• Experience with machine learning frameworks (like Keras, BERT or opennlp) and libraries (like scikit-learn).
• An analytical mind with problem-solving abilities.