Apple is looking to support training foundation models with general capabilities such as understanding and generation of text, images, speech, videos, and other modalities and apply these models to Apple products
Requirements
- Strong coding skills in C++ or Python
- Strong background in: computer science, algorithms and data structures
- Experience with machine learning systems like: Tensorflow, Pytorch or Jax
- Extensive experience in: applied machine learning, modeling and productization
- Experience with large-scale language model training or serving
- Experience with large data generation/decontamination
Responsibilities
- Design and build infrastructures to support features that empowers billions of Apple users
- Process trillions of links to find the best content to surface to users through search
- Analyze pages to extract critical features for indexing, ranking
- Apply statistical analysis to improve link selection, freshness, retrieval rates, extraction quality, and many others
- Work with large scale systems with trillions of rows and many petabytes of data and incredible complexity
- Build infrastructure to support training foundation models
- Apply machine learning systems like: Tensorflow, Pytorch or Jax
Other
- 5+ Years of working experience in software development
- Excellent interpersonal skills, able to work independently as well as in a team
- Bachelors in Computer Science
- Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services
- Relocation might be eligible for discretionary bonuses or commission payments
