Machine Learning Engineer II, Computer Vision Applied Science

Навыки

• Computer Vision
• Отладка и поиск ошибок
• Дообучение моделей
• LLM
• Machine Learning
• Рекомендательные системы
• Рефакторинг

О компании и продукте

• Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.
• Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible.
• At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI.
• Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here .

Задачи

• Prototype new model architectures for Pinterest VLMs
• Develop new evaluation benchmarks that tailors to vision-centric capabilities such as fashion style recommendations
• Read research papers, participate in group discussions, and help brainstorm our overall visual generative strategy at the company
• Help with collection of relevant visual training data for Pinterest Canvas, particularly to conduct RLHF, targeted fine-tuning, etc
• Publish and publicize your work via conferences, paper submissions, blog posts, etc
• Mentor more junior researchers or research interns within the Pinterest Labs organization

Требования

• Research engineers and scientists who have experience working with generative computer vision models, preferably various forms of visual encoders and LLMs
• 2+ years of industry computer vision experience
• M.S. or PhD in Machine Learning, Computer Science, or related areas
• We’re looking for hands-on experience working with finetuning open-source LLM models and improve their visual perception and tool using capabilities

Будет плюсом

• Publications at top ML conferences
• Experience using Cursor, Copilot, Codex, or similar AI coding assistants for development, debugging, testing, and refactoring
• Familiarity with LLM-powered productivity tools for documentation search, experiment analysis, SQL/data exploration, and engineering workflow acceleration

Паспорт вакансии

История публикации

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