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Meta · 2 weeks ago

Research Scientist Intern, Edge Compute Architectures (PhD)

Burlingame, CA

Internship

Onsite

Intern

$7,313/mo - $12,134/mo

2+ years exp

Meta is a company focused on building technologies that connect people and communities. They are seeking a Research Scientist Intern to support architecture studies and participate in research activities focused on edge compute architecture.

Computer Software

Comp. & Benefits

Responsibilities

Support architecture studies, performance analysis, and design studies

Participate in research activities focused on edge compute architecture

Qualification

Machine learning acceleratorsComputer architectureDeep learning frameworksPython/C/C++Hardware description languagesFPGA designEDA toolsResearch experienceSystem modelingCVML algorithms

Required

Currently has or is in the process of obtaining a PhD in the fields of Electrical Engineering, Computer 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 of research experience in one or more of the following: machine learning accelerators or inference engines for deep neural networks (DNN), computer architecture for mobile or embedded systems (ARM/RISC-V ISA), deployment of computer vision algorithms on embedded systems

Experience with deep learning frameworks (Pythorch, Tensorflow, etc.)

Proficient with Python/C/C++

Preferred

Experience developing or optimizing CV and ML algorithms for vision tasks

Experience in system modeling for all aspects of a digital system

Proficiency in hardware description languages, including SystemVerilog (preferred), Verilog, VHDL, and Chisel, with experience in designing, simulating, and implementing digital systems

Experience with FPGA design, development, and implementation using industry-standard tools (e.g., Xilinx Vivado)

Experience with EDA tools for simulation, synthesis, place and route, and power analysis (e.g., ModelSim, Synopsys Design Compiler, Cadence Innovus, Synopsys PrimeTime)

Proven track record of achieving significant results as demonstrated by grants, or fellowships, as well as first-authored publications in major conferences and journals such as ICCAD, DAC, ISCA, MICRO, HPCA, ISSCC, TinyML, IEDM, VLSI Symposium, ASPLOS, JSSC, TCAS

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