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Machine Learning Engineer (Generative Machine Learning)
Snap Inc. · Santa Monica, United States
About The Role
Join Snap's Generative ML Platform team as a Machine Learning Engineer. You'll develop innovative machine learning technology and products that serve millions of Snapchatters, work on state-of-the-art GenAI pipelines, and build cutting-edge augmented reality experiences. Enjoy a comprehensive benefits package, including generous time off, health coverage, and retirement plans.
- Develop innovative machine learning technology and products that serve millions of Snapchatters, focusing on state-of-the-art generative AI pipelines for image, video, and audio generation.
- Collaborate with cross-functional teams to explore and prototype new products, delivering generative machine learning experiences on device.
- Utilize strong software development skills in Python or C++, and proficiency with major deep learning frameworks like PyTorch or TensorFlow, to build cutting-edge augmented reality experiences.
- Knowledge of mathematics and deep learning foundations
- A proven passion for machine learning; you stay up-to-date with research and are excited about prototyping new ideas quickly
- Desire to grow professionally, learn and help others
- Strong software development skills in Python or C++
- Ability to work independently
- Proficiency working with major deep learning frameworks: PyTorch or TensorFlow
- Desire to solve open ambiguous problems
- Ability to effectively collaborate with internal teams and external partners
- Bachelor’s Degree in a technical field such as computer science, mathematics, statistics or equivalent years of experience
- 5+ years of post-Bachelor’s machine learning experience; or Master’s degree in a technical field + 4+ year of post-grad machine learning experience; or PhD in a relevant technical field + 1 years of post-grad machine learning experience
- Research or engineering experience in one or more of the following: generative models, efficient models, segmentation, object detection, classification, tracking, or other related applications of machine learning
- Master's degree or PhD in a related technical field
- Experience developing real-time software for mobile applications
- Knowledge of GenAI, especially image, video, and audio generation foundations
- Track record of successful projects in GenAI field
- Examples of your work such as open source projects, blog posts, Kaggle contests, top conference or journal publications, etc
- Knowledge of efficient model foundations
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