Meta Platforms, Inc. (Meta) is looking to solve problems related to building the next evolution in social technology by moving beyond 2D screens toward immersive experiences like augmented and virtual reality. This role specifically aims to minimize latency between ML model training and serving, and contribute to solutions enabling ML training on higher scale models.
Requirements
- Coding in at least one of the following industry-standard languages: C, C++, Java, or C
- Experience with scripting languages such as Python, JavaScript, or Hack
- Building large-scale infrastructure applications
- Relational databases and SQL
- Distributed Systems
- Linux, UNIX, or other *nix-like operating systems with strong understanding of file manipulation and basic commands, concepts like swap and shared memory
- Machine Learning
- Deep Learning frameworks: PyTorch, Caffe2 or TensorFlow
- Experience in AI framework and trainer development on accelerating large-scale distributed deep learning models
Responsibilities
- Develop, design, create, modify, and/or test software applications or systems for various products or software services.
- Develop a strong understanding of relevant product area, codebase, and/or systems.
- Demonstrate proficiency in data analysis, programming, and software engineering.
- Produce high-quality code with good test coverage using modern abstractions and frameworks.
- Build solutions to minimize the latency between ML model training and serving.
- Contribute to solutions that enable ML training on higher scale models through modern techniques like parameter servers.
- Master internal development standards from developing to releasing code in order to take on tasks and projects with increasing levels of complexity.
Other
- Requires a Bachelor’s degree in Computer Science, Engineering, Applied Sciences, Mathematics, Physics or related field.
- Requires completion of a university-level course, research project, internship, or thesis in the following:
- For those who live in or expect to work from California if hired for this position, please click here for additional information.
- Equal Employment Opportunity
- Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures.
