Data Scientist - Dialogue Management- Remote

Overview:

You will work with one of the world's largest conversational datasets to push the boundaries of computational linguistics and lead new products. In addition to a world-class data set, you'll also have an at-scale population of expert data annotators (contact center agents) to help improve investigation and learning. You will report to the Manager, Data Science.

You will:

• Apply machine learning approaches to conversational decision-making and dialogue management in both a commercial and research setting
• Use your experience of methods and tools to find the most efficient, stable, explainable, and elegant approaches
• Develop modern, flexible machine learning training pipelines
• Analyze large-scale conversational datasets
• Bring research-driven models to life within production systems
• Create durable, flexible scientific deployment and experimentation capabilities
• Work on challenging unsupervised and semi-supervised problems related to dialog management, and create pipelines to accelerate and scale this effort
• Use and present research findings in ways that inform and sometimes guide business and product strategy
• Lead publication efforts in top dialogue conferences such as ACL, SIGdial, Neurips, Interspeech

You have:

• Masters/PhD in Computer Science, Artificial Intelligence, Machine Learning, Computational Linguistics, or a related field
• Publication history in AI/ML/NLP conference with a focus on dialogue management research or 3+ years of experience in the commercial space working on production dialogue management systems.
• 3+ years experience with Deep Learning for dialogue management
• 3+ years of experience with Machine Learning fundamentals
• Programming experience in Python