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Layer 6 ( layer6.ai ) is a leading Canadian machine learning research company, developing advanced machine learning and deep learning systems to solve complex problems with enormous data. Our technical capabilities have been publicly recognized through multiple wins of international data science competitions, including being the only repeat winner of the prestigious ACM RecSys Challenge (Xing dataset in 2017, Spotify dataset in 2018). Recently we also finished second in Google's Landmark Retrieval Challenge. Layer 6 publishes industry-leading research in recommendation systems, knowledge representation, NLP and vision using advanced machine learning, deep learning and generative frameworks. We deploy ML solutions across a range of sectors with unique access to massive datasets and computing resources. The domains include: TD Bank data on 25mil customers of which 8M are active on the bank's location-aware mobile app; capital markets data via TD Securities and TD Ameritrade; Ontario population health data on 14.5M people; radiology imaging data that exceeds 100M terabytes. Layer 6 AI is located in MaRS at University & College, and is a fully owned subsidiary of TD Bank.
About this Role
As a machine learning scientist, you will:
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 the intersection of deep learning and personalization to further advance our industry leading product.
Work with diverse real-life datasets that range from banking transactions, to predictive health applications, to audio/video consumption.
Collaborate closely with the engineering team in a fast paced startup environment and see your research deployed in production with very short turnaround.
What can you bring to TD? Tell us about your most relevant experience, credentials and knowledge for this role, as well as these essential requirements and attributes:
PhD degree in Computer Science, Statistics, Operations Research, Mathematics or related field.
Strong background in machine learning.
5+ years of research experience with publication record.
Proven track record of applying machine learning to solve real-world problems.
Experience with deep learning and/or collaborative filtering.
Hands on experience in software systems development and SaaS applications.
Experience with one or more Java, Matlab, Scala, Tensorflow and MXNet
Experience using GPUs for accelerated deep learning training
Familiarity with AWS
Entrepreneurial and inclusive culture
Excellent health coverage
Four weeks paid vacation
Catered lunches twice a week over machine learning talks
Opportunities to collaborate with faculty at the Vector Institute
At TD, we are committed to fostering an inclusive, accessible environment, where all employees and customers feel valued, respected and supported. We are dedicated to building a workforce that reflects the diversity of our customers and communities in which we live and serve. If you require an accommodation for the recruitment/interview process (including alternate formats of materials, or accessible meeting rooms or other accommodation), please let us know and we will work with you to meet your needs.