Meta AR/VR Job | Research Scientist Intern, Algorithm-System Co-design and Optimization(PhD)
Job（岗位）: Research Scientist Intern, Algorithm-System Co-design and Optimization(PhD)
Type（岗位类型）: Engineering | Research
Citys（岗位城市）: Redmond, WA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
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 looking for upcoming scientists and researchers with great interest in algorithm/hardware co-design and acceleration of ‘machine learning’/‘computer vision’ applications, efficient sensing and ML algorithms for AR/VR applications. Our internships are twelve (12), to sixteen (16), or twenty-four (24) weeks long and we have various start dates throughout the year.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining a PhD in the fields of Electrical Engineering, Computer Science, or related field.
Experience developing machine learning and computer vision algorithms.
2+ years of lab experience carrying out independent research.
2+ years experience in programming, simulation and modelling experience with language such as C/C++, Python.
Interpersonal skills: cross-group and cross-culture collaboration.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Description（岗位职责）
Research on design / model / execution of ML algorithm on hardware architectures.
Research on novel of ML or computational imaging algorithms for applications and optimize existing algorithms.
Collaboration with and support of other researchers across various disciplines.
Communication of research agenda, progress and results.
Prototyping, building and characterizing experimental systems and custom hardware.
Additional Requirements（额外要求）
Experience in Deep Learning algorithm development frameworks such as PyTorch, Tensor Flow, etc.
Experience in Deep Learning algorithm development with NAS.
Experience in machine learning, computer vision, and computational imaging algorithms with hardware constraints.
Experience in ASIC development is a plus.
Hardware prototyping and System-on-Chip design using embedded systems such as FPGAs, DSP processors etc is a plus.
Demonstrated experience via an internship, work/research experience, or widely used contributions to open source projects.
Track record of publications with cutting edge research results at conferences and Journals (CVPR, ICCV, ISCA, ISSCC, etc).
Intent to return to degree-program after the completion of the internship/co-op.
