8 дней назад
Machine Learning Manager (Catalog Science)
330 408 - 348 739CAD
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Manager (Catalog Science) (AI, Generative AI): Leading machine learning systems for catalog enrichment, media understanding, and customer-feedback intelligence across a large online retail catalog with an accent on production-scale AI, multimodal data, and evaluation. Focus on setting technical strategy, developing a high-performing science team, and building scalable, observable ML and agentic systems with human-in-the-loop workflows.
Location: Toronto, Canada; hybrid schedule with in-office work Tuesday through Thursday and remote work Monday and Friday
Annual base salary: CAD 330,408–348,739
Company
is an online retail platform building technology for home shopping and large-scale product catalogs.
What you will do
- Define the machine learning and AI strategy for catalog intelligence in partnership with Catalog, Product, Engineering, Operations, and AI stakeholders.
- Lead systems for catalog enrichment, product data validation, media understanding, customer reviews, user-generated content, and feedback intelligence.
- Manage and develop a team of Machine Learning Scientists across experimentation, model development, evaluation, productionization, and monitoring.
- Provide technical leadership through reviews of model designs, experiment plans, evaluation frameworks, code, and system architectures.
- Partner with Engineering to build scalable, observable, reliable, and cost-efficient AI systems, data pipelines, and serving infrastructure.
- Translate catalog-quality opportunities into cross-functional programs with clear roadmaps, milestones, ownership, and measurable outcomes.
Requirements
- PhD with 5+ years, MS with 9+ years, or BS with 11+ years of experience in computer science, machine learning, statistics, or another quantitative STEM field.
- Experience leading applied machine learning or data science teams and delivering production systems with meaningful business impact.
- Strong foundations in machine learning, statistics, experimentation, and evaluation, including work with large and complex datasets.
- Proficiency in Python and modern machine learning tools such as PyTorch, TensorFlow, or XGBoost.
- Experience with generative AI, multimodal data, prompt design, retrieval, fine-tuning, agentic workflows, and human-in-the-loop systems.
- Familiarity with cloud platforms, MLOps, experiment tracking, model monitoring, production observability, and agentic coding tools such as Cursor, Codex, or Devin.
Nice to have
- Experience working with structured product data, text, images, documents, customer feedback, or other multimodal data.
- Experience managing and developing a Machine Learning or Data Science team of 5–10 people.
Culture & Benefits
- Lead a high-impact ML and GenAI team supporting one of the world’s largest retail catalogs.
- Collaborate with Science, Engineering, Product, Merchandising, Operations, and other partner teams.
- Medical, dental, vision, HSA/FSA, life insurance, and disability coverage.
- Paid time off, paid holidays, parental leave, family planning support, and global surrogacy and adoption benefits.
- 401(k) matching, tuition reimbursement, financial education, employee discounts, and professional development programs.
- Wellbeing support, fitness discounts, mental health resources, team outings, and paid volunteer opportunities.
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