Apple is looking to solve ambitious, curiosity-driven, long-term research projects in machine learning technology, specifically in generative modeling for 3D/4D content, video, audio, and simulation.
Requirements
- Demonstrated expertise in machine learning and generative modeling research
- Publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, SIGGRAPH, etc.)
- Strong hands-on experience working with Python and deep learning toolkits such as PyTorch
- Experience with C++, CUDA, and graphics or rendering simulation environments is a strong plus
- Strong mathematical skills in linear algebra and statistics
- Ability to formulate a research problem and design, experiment, implement, and communicate solutions
- High-quality open-source contributions to related projects
Responsibilities
- Define and drive a research agenda at the intersection of machine learning and graphics
- Advance understanding of machine learning and graphics through rigorous experimentation and close collaboration with colleagues
- Develop high-quality code
- Provide technical mentorship
- Prepare publications and presentations for top-tier venues
- Collaborate with broader teams across Apple
- Work on innovative foundational research in machine learning
Other
- PhD or equivalent practical experience in Computer Science or a related technical field
- Strong presentation skills for internal and external communications
- Ability to work in a diverse, collaborative environment
- Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services
- Reimbursement for certain educational expenses - including tuition
