NLP Engineer

About the job

Job brief

As an NLP Engineer, You will extract, interpret, and synthesize an extremely diverse set of diagnostic lab data - with the goal to standardize this data, making it machine readable, interoperable, and more discoverable and accessible. Successful candidates will have a strong understanding of NLP techniques and hands on experience with Java

Responsibilities

• Designing and developing NLP applications for medical entity extraction and text mining

• Design Database to store NLP entities and relationship

• 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 ML 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 domain

• 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

Desired Skills and Experience

NLP. JAVA