Machine Learning Scientist - NLP

Key Skills

AllenNLP, Deep Learning, HuggingFace, Machine learning techniques, Natural Language Processing (NLP), NeurIPS, PyTorch, TensorFlow

Job Description

Our team has an immediate permanent opening for a Scientist.

Responsibilities:

• Research on fundamental theories of natural language processing and machine learning to build innovative applications.
• Create training datasets and/or evaluation datasets for target applications or benchmark suites.
• Build competitiveness of products by filing patents for intellectual properties.
• Build demo application or proof of concepts with collaboration of engineers and product teams.
• Stay up-to-date with the latest research trends that could improve our products
• Publish and present research work at top NLP/ML conference venues.

Job requirements

What you'll bring to the team:

• Obtained or in pursuit of Ph.D. or Master in Computer Science, Engineering, Statistics, and Mathematics specializing in Machine Learning, Computer Vision, NLP or similar fields.
• Deep understanding of machine learning and natural language processing models and techniques.
• Demonstrated hands-on experience with deep learning / NLP framework such as Pytorch, Tensorflow, AllenNLP, HuggingFace transformers library, etc.
• 3+years of expertise in at least one area of NLP research (e.g. generation, semantic parsing, language modeling, information extraction, conversational AI and dialogue systems, computational linguistics, etc.)
• Published in one of the top ML/NLP conference venues (e.g. ACL, EMNLP, NAACL, ICLR, NeurIPS, CoLING, etc.)
• Skilled in at least one programming language.
• Ability to scope and schedule deliverables independently, and be accountable for performance and delivery
• Energetic and self-motivated team player, with a passion to innovate and build best-in-class products.