Senior ML Engineer – Speech Recognition - Watson Orders

IBM

Austin, TX, USA

Full-time

Engineering

Sep 19

Introduction

Watson Orders is a IBM Silicon Valley based technology development group targeting the development of world-class conversational AI. Our mission is to deliver advanced technology solutions that address real-world, data driven needs in a customer-facing the quick service restaurant, environment. We are focused on using state-of-the-art Machine Learning, AI, and related technologies to completely transform the customer experience!


Your Role and Responsibilities

  • We are seeking to hire an Senior ML Engineer in Speech Recognition to join our growing team! This is a hands-on technical role where you will spend most of your time designing, coding, and implementing ML solutions to speech and audio processing problems to improve our state-of-the-art streaming speech recognition system. We are looking for someone with experience designing, implementing, and training deep-learning-based speech models in multiple languages as we work to improve and scale our conversational AI products. As an Senior ML Engineer on the team, you will:Work closely with other engineers to explore, implement, and evaluate novel approaches to complex algorithmic and architectural challenges
  • Contribute to ASR model optimization and improvements using large scale real-world data
  • Design and implement multilingual speech recognition models
  • Deploy and support multiple machine learning models in production
  • Work with teams to develop and improve ML training pipelines and tooling for continuous training and benchmarking of speech models



Required Technical and Professional Expertise

  • Professional experience developing software in Python, C++, or similar languages
  • Experience using PyTorch, MxNet, TensorFlow, or similar tools
  • Research or experience in Machine Learning, Deep Learning, and/or Speech Recognition
  • Experience building and deploying machine learning products in any domain
  • Working proficiency in Spanish


Preferred Technical and Professional Expertise

  • Experience developing production-level Python
  • Experience with fully neural-network based approaches to speech recognition
  • Experience with language identification, endpoint detection, or speech activity detection models, or similar areas
  • Experience building and deploying multilingual speech recognition models or systems
  • Fluency in Spanish


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