Senior Data Scientist / Machine Learning Engineer – Personalization
| Company | Faire |
|---|---|
| Location | Toronto, ON, Canada, Kitchener, ON, Canada |
| Salary | $168000 – $231000 |
| Type | Full-Time |
| Degrees | Master’s, PhD |
| Experience Level | Senior |
Requirements
- 4+ years of industry experience using machine learning to solve real-world problems
- Experience and strong understanding of personalization for product development
- Strong Machine Learning / Deep Learning modeling and programming skills
- An excitement and willingness to learn new tools and techniques
- Strong communication skills and the ability to work with others in a closely collaborative team environment
Responsibilities
- Personalizing recommendation across surfaces of homepage, category page, brand page and carousel recommendations, through retrieval embeddings models, near-real-time / streaming signals, Deep Learning or LLM based ranking / recommendation models, explore-exploit, and diversification
Preferred Qualifications
- Highly recommended: Master’s or PhD in Computer Science, Statistics, or related STEM fields
- Ability to quickly implement state-of-the-art algorithms from an academic paper
- Previous experience with graph neural network and/or language models