NLP Engineer Offline

General Skills

Independent thinker

Strong ability to interpret strategy goals into actionable technical projects

Juggle multiple priorities and continuously adjust short term plans to align with team objectives

Research mindset - given our objectives are pushing the boundaries of technical capabilities, the candidate should be comfortable with working on the edge of research and be comfortable with self directed research of potential solutions to complex problems and designing and proposing solutions to the team that have "yet to be solved"

Quality Focused - Build solution which can be statistically validated by clinical experts

Team Focused - thrive on working in team environment to deliver results that are embraced by diverse teams with deep domain expertise (eg. PhD's)

Strong English Language Skills

Technical Skills

Required Experience

MS Computer Science

Strong background in Enterprise Java, SQL

Core knowledge of natural language processing techniques and familiarity with open source tools for text processing.

Experience with information retrieval and mapping of raw text to semantic ontologies (normalized name spaces)

Large Scale processing of datasets for further analysis for Business Intelligence or Machine Learning

Multi-threaded design and scalability

Preferred

Experience in medical text processing and/or medical information extraction/retrieval

Understanding of machine learning and deep learning concepts, experience in using deep learning tools

Knowledge of Python

NoSQL databases experience

Publications at conferences or contribution to an open source for NLP/ML problems

CTakes, StanfordNLP