Job Description
Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities - we're just getting started.Facebook Reality Lab Research is dedicated to the research and development required to bring virtual and augmented reality to billions of people around the world. At the lab, we aspire to a vision of social VR and AR, where people are able to interact with each other across distances in a way that is indistinguishable from in-person interactions.You are comfortable developing backend services, CLIs, database schemas, and the tools to support them. You are familiar with how to define interfaces and libraries used by other developers. Occasionally you can create Web UIs. You understand contemporary software design and engineering practices and you write high quality, robust code. You are motivated by building the tools and infrastructure needed to rapidly define, train, and iterate on new types of machine learning models. You thrive in a fast-paced, multidisciplinary environment, working closely with researchers and data annotators to determine requirements, improve quality, and speed up execution.At Facebook Reality Lab Research you will join a world-class team exploring optics, haptics, tracking, displays, computer vision, user experience, audio, and perceptual psychology. Every day, you will work alongside expert Research Scientists, Mechanical Engineers, Electrical Engineers and Software Engineers to create the technology that will make VR and AR pervasive and universal.Join the adventure of a lifetime, as we invent the future and change the world.
Responsibilities
- Develop data pipelines to generate assets used for collecting annotations and developers who use the resulting datasets.
- Automate training and evaluation of machine learning models on different types of data. Collaborate with researchers to determine what data to collect and annotate.
- Support researchers in training new models and automating workflows.
- Collaborate with users to understand usability issues and develop solutions.
- Collect usage metrics and develop features to improve developer/research experience.
- Develop tests and processes to ensure software stability and correctness.
- Bachelor of Science (or equivalent) in Computer Science or a related field
- Experience with Python/Jupyter
- 5+ years of software development experience
- 3+ years of web development experience (Flask/Django/ExpressJS or similar)
- Experience with SQL databases
- Experience with scripting languages
- Proven track record of shipping software
- Experience with software development practices such as source control, code reviews, unit testing, and debugging
- Experience with Linux and command line utilities
- Collaborator with communication experience across teams of varying knowledge of components
- Experience with NumPy/OpenCV/PIL
- Experience with SQLAlchemy or similar
- Experience with machine learning (PyTorch, TensorFlow or similar)
- Comfort with 3D math and linear algebra
- Experience with RPC frameworks (Thrift or similar)
- Experience developing and managing large-scale distributed systems
- Experience with PHP or Hack
- Experience with ReactJS, JavaScript, Flow, or TypeScript