Meta AR/VR Job | Algorithm Modeling Software Engineer
Job（岗位）: Algorithm Modeling Software Engineer
Type（岗位类型）: Computer Vision, Hardware
Citys（岗位城市）: Sunnyvale, CA
Redmond, WA
Austin, TX
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
Facebook Reality Labs focuses on delivering Facebook's vision through Augmented Reality (AR) and Virtual Reality (VR). The compute performance and power efficiency requirements of Virtual and Augmented Reality require custom silicon. Facebook Silicon team is driving the state-of-the-art forward with breakthrough work in computer vision, machine learning, mixed reality, graphics, displays, sensors, and new ways to map the human body. Our chips will enable AR and VR devices where our real and virtual world will mix and match throughout the day. We believe the only way to achieve our goals is to look at the entire stack, from transistor, through architecture, to firmware, and algorithms.
We are seeking an Algorithm Modeling Software Engineer to support C++ modeling of computer vision, ML and other algorithms implemented in dedicated hardware accelerators (HWA) which are used inside our ASICs. The successful candidate will be part of a team that includes algorithm, software, firmware and hardware design and verification experts. The ideal candidate will understand algorithms, C++ modeling, virtual platforms, and firmware development processes. This is a full-time position.
Qualifications（岗位要求）
B.S. degree in Computer Science or Electrical Engineering or equivalent experience.
2+ years of hands-on low-level programming experience including bit-level manipulation of data.
Knowledge in algorithms, data structures, software design and programming experience in C/C++ for development, debugging, testing and performance analysis.
Experience in writing, manipulating and maintaining scripts – Python or similar (Perl, Bash/AWK, Tcl).
Description（岗位职责）
Work with IP Architect to delineate and develop C++ models for algorithms that will get implemented in hardware.
Support use of C/C++ models for architectural modeling and algorithm benchmarking.
Support integrating the models into Virtual Platform by SystemC wrappers for early firmware development.
Additional Requirements（额外要求）
M.S. degree in Computer Science or Electrical Engineering.
Knowledge of audio, image, video and computer vision processing including file formats, meta data and related techniques for digital signal processing.
Knowledge of deep learning techniques such as CNN.
Experience with SystemC modeling.
Experience in reference model development.
