MULTIPLE POSITIONS AVAILABLE: Build and release data-driven improvements to Amazon’s Automatic Speech Recognition (ASR) and Natural Language Understanding (NLU) models impacting the customer experience, design, architecture, and implementation of cutting edge product(s). Work with large amounts of real-world conversational data, ensuring data quality throughout all stages of acquisition and processing, including data collection, ground truth generation, normalization and transformation. Perform machine learning/statistical modeling data analysis using Deep Learning technology such as Seq-to-Seq Model, Recurrent Neural Network, and parameters that impact their performance. Strong statistical background, dive deep into data to discover hidden patterns and conduct error/deviation analysis. Develop statistical prototypes using Python, Perl, or a related scripting languages. Develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine
Primary: Requirements: Ph.D. degree or its foreign equivalent in Data or Computer Science, Computer or Electrical Engineering, Mathematics, Physics, Statistics or a related field and 1 year of experience in offered job or as NLP Research Scientist, Digital Humanities Specialist, Machine Learning Specialist or a related role. Alternative Requirements: Master’s degree or its foreign equivalent in Data or Computer Science, Computer or Electrical Engineering, Mathematics, Physics, Statistics or a related field and 5 years of experience in offered job or as NLP Research Scientist, Digital Humanities