Data Scientist - NLP

August 29

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Connecting data scientists/engineers and companies, perfectly.

Marketplace for Hiring Data Scientists • Staffing & Recruiting • Machine Learning • Big Data • Analytics

11 - 50

Description

• The Data Scientist for the AI & Automation Solutions team will provide expert guidance on NLP concepts, assist in technical design reviews, build text corpuses for classification models, leverage all available data for the purposes of training/re-training intents, develop and execute virtual agent performance measurement strategy, and continuously research and prototype the latest data science concepts related to NLP and NLU. • The Data Scientist is responsible for working with the AI & Automation Solution Consultants, IVA Developers, and Conversation Designers to ensure highest levels of accuracy and performance in AI based solutions such as virtual agents, agent guided solutions, and others.

Requirements

• NLP: Knowledge of NLP concepts and hands on experience in building Text classification ML/statistical model and implementing entity extraction algorithms. Ability to make data driven decisions to train and re-train virtual agent intents. • Machine Learning: Knowledge of and experience with designing and implementing algorithms (clustering, decision tree learning, GLM/Regression, Random Forest, text mining, social network analysis, etc), and the ability to articulate their real-world advantages and drawbacks. • Statistical Methodology: Knowledge of techniques and concepts (sampling, A/B testing, regression, properties of distributions, statistical tests and proper usage, etc). Ability to understand and improve model performance. • Business acumen: You understand the bigger picture for customers and the business and know how to probe beyond stakeholders’ stated requests to really understand their needs and the value of information.