Apple is looking to build infrastructure 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. The team processes trillions of links to find the best content to surface to users through search and analyzes pages to extract critical features for indexing, ranking.
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
- We build infrastructure 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.
- We design and build infrastructures to support features that empowers billions of Apple users.
- Our team processes trillions of links to find the best content to surface to users through search.
- We also analyze pages to extract critical features for indexing, ranking.
- We apply statistical analysis to improve link selection, freshness, retrieval rates, extraction quality, and many others.
- You’ll have the opportunity to work with large scale systems with trillions of rows and many petabytes of data and incredible complexity!
Other
- 2 years of experience in software development, or more
- Excellent interpersonal skills, able to work independently as well as in a team
- Bachelors in Computer Science
- Apple is an equal opportunity employer that is committed to inclusion and diversity.
