Research Machine Learning Scientist II

TD•Toronto, ON

1d•Onsite

About The Position

Join a world-class team of machine learning researchers with an extensive track record in both academia and industry. Research, develop, and apply new techniques in deep learning to advance our industry leading products. Work with large-scale, real-world datasets that range from banking transactions, to large document collections. Collaborate closely with our engineering team in a fast-paced startup environment and see your research deployed in production with very short turnaround. Grow your expertise by continuously learning new skills and exploring advanced topics in AI with a team that thrives on knowledge-sharing. Represent the team at leading ML conferences, present your research, and stay at the forefront of the field.

Requirements

PhD or Master’s degree in Computer Science, Statistics, Mathematics, Engineering or a related field
Strong background in machine learning and deep learning
2+ years of research experience with publication record
Proven track record of applying machine learning to solve real-world problems

Nice To Haves

Depth of experience in relevant ML research disciplines
Hands on experience in software systems development
Experience with one or more of Pytorch, Tensorflow, Jax, or comparable library
Experience with Spark, SQL, or comparable database systems
Experience using GPUs for accelerated deep learning training
Familiarity with cloud computing systems like Azure or AWS

Responsibilities

Research, develop, and apply new techniques in deep learning to advance industry leading products.
Work with large-scale, real-world datasets.
Collaborate closely with the engineering team in a fast-paced startup environment.
See research deployed in production with very short turnaround.
Continuously learn new skills and explore advanced topics in AI.
Represent the team at leading ML conferences and present research.