Major responsibilities:
Researches and identifies Machine Learning (ML) and Natural Language Processing (NLP) methods and algorithms to solve specific problems to improve user experience on IP & Science data and websites Implements these methods and devises appropriate test plans to validate and compare the different approaches Identifies new applications of ML and NLP in the context of [Confidential Company] Analytics extensive sets of content and data Explores existing data for insights and recommends additional sources of data for improvements
Technical /Professional Skills & Competencies:
Excellent understanding of ML, NLP, and statistical methodologies Excellent programming skills (Java/Python/R/Sas) Ability to test ideas and adapt methods quickly end to end from data extraction to implementation and validation Experience with search engines, classification algorithms, recommendation systems, and relevance evaluation methodologies a plus
Education and Background:
Bachelor's degree in Computer Science, Statistics, Technology, or Engineering, strongly preferred, or equivalent work experience 7+ years proven a track record in the application of ML and NLP