обновлено 8 часов назад
Machine Learning Scientist I (AI)
132 440 - 145 684CAD
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Machine Learning Scientist I (AI): Building and scaling machine learning methods and quantitative models for Wayfair’s ecommerce platforms with an accent on end-to-end model development, production integration, and measurable business value. Focus on deploying scalable ML solutions, extracting insights from large datasets, and applying LLM, RAG, NLP, and data engineering techniques to complex business problems.
Location: Toronto, Canada; hybrid schedule with 3 days in the office Tuesday–Thursday and 2 remote days Monday and Friday
Annual base pay: CAD 132,440–145,684. A separate salary range of $132,500–150,700 per year is also listed.
Company
is an online home marketplace using technology and data to help customers shop for home products.
What you will do
- Own the data science and machine learning lifecycle from conception and prototyping through testing, deployment, measurement, and maintenance.
- Develop and scale machine learning methods and quantitative models for core business problems.
- Integrate algorithmic solutions into technical platforms and improve customer, supplier, and employee experiences.
- Analyze large datasets to uncover actionable insights and guide business decisions.
- Collaborate with ML scientists, software engineers, and business teams to build maintainable, scalable, and debuggable solutions.
- Pilot open-source tools and pursue scientific publications based on relevant research results.
Requirements
- Hybrid work in Toronto, Canada, with three days per week in the office.
- 1–3 years of transferable corporate experience, including internships or co-op experience.
- Master’s degree in a quantitative field, or a bachelor’s degree in a quantitative field plus at least one year of experience.
- Proficiency in a structured programming language such as Python.
- Experience with data science tools including PyTorch or TensorFlow, GitHub, PySpark, Docker, SQL, and GCP.
- Strong communication skills and the ability to explain complex AI concepts to non-technical stakeholders.
Nice to have
- Knowledge of supervised and unsupervised learning, regression, recommendation systems, reinforcement learning, and deep learning.
- Hands-on experience with large language models, GPT, BERT, Transformers, RAG, and LLM fine-tuning.
- Knowledge of NLP, data visualization, CI/CD, containerization, version control, and scalable data pipelines.
- Experience delivering machine learning projects from conception to production.
Culture & Benefits
- Collaborative environment with ML scientists, software engineers, and business teams.
- Extended healthcare coverage through Desjardins in addition to provincial healthcare.
- Global Traveler Health Insurance through GeoBlue.
- Mental, financial, physical, and emotional wellbeing support, including therapy and coaching.
- Registered Retirement Savings Plan, paid parental leave, tuition reimbursement, and employee discounts.
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