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): Research

Citys(岗位城市): Redmond, WA | Burlingame, CA

Date(发布日期): 2022-12-6

Summary(岗位介绍)

Meta’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 Meta 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.

Meta Reality Labs 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.

Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.

2+ years research experience in one or more of the following: Developing machine learning and computer vision models, Machine learning accelerator and NPU design, Distributed compute architectures, and/or Emerging novel memory devices and 3D integration

2+ years experience programming in Python/C++/matlab

Interpersonal skills: cross-group and cross-culture collaboration.

Description(岗位职责)

Research on design / model / execution of ML algorithm on hardware architectures.

Research on novel 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 with Deep Learning frameworks (Pytorch, TensorFlow, etc)

Experience in 3D computer vision algorithms (Stereo depth, SLAM, object localization and tracking, scene understanding, etc)

Experience with developing and deploying algorithms with hardware constraints

Experience with ASIC development, FPGA prototyping, or SoCs

Experience in system modeling for all aspects of a digital system

Experience developing hardware using Verilog or high-level synthesis (HLS).

Proven track record of achieving significant results, as demonstrated by first- and/or co-authored publications at leading workshops or conference (e.g., CVPR, ICCV, ISCA, MICRO, HPCA, ISSCC, TinyML, VLSI Symposium, IEDM, ASPLOS, JSSC, TCAS), patents, or grants

Intent to return to degree-program after the completion of the internship/co-op.

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