Educational requirements: Bachelor
English requirements: Proficient English
Requirements for skilled employment experience for years: 5-8 years
Required residence status: Permanent resident, Citizen
Accept remote work: Accept all the time
Requirements
Strong programming skills in one or more languages
Experience in designing and implementing machine learning pipelines in production in at least one industry domain
Hands on experience in data collection, cleansing, and labelling. Clarity on approaches to minimize manual effort in these, and related best practices
Good knowledge in Natural Language Processing, Computer Vision, Audio processing and other applications of Deep learning. Handson experience with the state of the art models in any one
Good understanding of engineering mathematics, probability and statistics
Ability to read through latest research papers in required domains and understand the concepts behind model architectures enough to modify them
In-depth knowledge in statistical machine learning. Clear understanding on selection of algorithms suitable for a given problem
Bachelor's degree in any of the above fields along with 5 years of experience in job offered or related occupation is acceptable in lieu of the Master's degree and one year of experience
Any suitable combination of education, experience, or training is acceptable
