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Toronto, Ontario - Machine Learning - Full Time

Machine Learning Engineer

About Adeptmind

Our platform helps online retailers bridge the gap between online and offline conversion rates. Bad search means a bad customer experience. Our technology uses deep learning and natural language processing to eliminate the “no results found” problem and show your customers what they want when they want it. Our results speak for themselves. No fancy jargon, just 100% accuracy every time.

We believe search should be intuitive and intelligent, rather than a barrier for online stores and customers. We have the tools. Let’s make it happen.

Responsibilities

Cast real-world problems to machine learning problems

Collaborate with the data team for data collection in efficient ways

Design and experiment machine learning/deep learning models

Design, implement and optimize machine learning platform

Analyze/Debug prediction models

Your Qualification

Knowledge about machine learning/deep learning theory and algorithms

Knowledge about model optimization methods: 1st/2nd order methods, bayesian optimization, etc

Proficiency in mainstream machine learning/deep learning frameworks: sklearn, tensorflow, pytorch, keras, etc.

Algorithm, data structure, and object-oriented programming skills

Proficiency in Python

Experience in applying machine learning algorithms for natural language processing/generation tasks

Experience with the Linux stack (bash, git, package management etc.)

Experience in processing big data

Nice to Have

Familiarity with data platforms: MongoDB, SQL, Lucence, ElasticSearch, etc.

Experience with team software development process: design, testing, coding, and peer reviews

Experience in modular design for software development

Perks

Competitive salary, health and dental benefits.

Regular learning activities: latest paper, neat techniques, best practices

Flat organization structure set up to help people succeed

Smart and knowledgeable colleagues

$200/month transportation allowance

Catered meals managed by a food expert

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