Job Title : Machine Learning Engineer (Full Time)
Location: Vancouver, Canada
Visa : They must be PR or Canada citizens, or if they're on an open work permit, they have to at least apply for PR. And PR is in process.
Target Company : Amazon, Meta, Walmart, Adobe, Yahoo, Netflix, Youtube, Chewy, Snapchat, Google, Microsoft, Wayfair, Kwai, E-bay
Responsibilities
• Participate in the development of a large-scale Ads system
• Responsible for relevance model and strategy optimization, such as semantic matching models, active learning, text/photo/video multi-model, ranking strategy, etc
• Participate in the development and iteration of Ads algorithms by using Machine Learning.
• Work on NLP (Natural Language Processing) capability improvement and query understanding, such as query classification, seq2seq, NER (Named Entity Recognition), knowledge graph, bidword optimization, etc
• Work on CTR/CVR model estimation accuracy, data analysis, modeling, feature engineering
• Research and develop Ads pacing algorithms, ads traffic control, etc
• Partner with product managers and product strategy & operation team to define product strategy and features
Minimum Qualifications
• Experience with one or more general purpose programming languages including but not limited to: Go, C/C++, Python
• Experience with one or more of the following: Machine Learning, Deep Learning, NLP, ranking systems, recommendation systems
• Solid communication and collaboration skills with the ability to work effectively with internal teams in a cross-functional environment
Preferred Qualifications
• 1+ years of experience in and a good understanding of one of the following domains: Search, Ads, Recommendation, Monetization Products, Shopping Products.