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Embedded Systems Compiler Developer

2 months ago

San Jose, California, United States Efficient Computer Full time
About the Role

We are seeking a highly skilled Compiler Engineer to join our team at Efficient Computer. As a key member of our team, you will contribute to the design and implementation of an embedded machine learning (ML) system stack and TinyML applications to run on our world's most energy-efficient programmable processor.

Key Responsibilities
  • Compiler Development: Develop new compiler features to improve overall hardware efficiency while maintaining programmability. This may involve working with our dataflow ISA, memory analysis and ordering, hardware constraints such as timing and power consumption, place-and-route of applications onto our fabric, visualization, and programmer debugging tools.
  • Testing and Debugging: Write unit and integration tests to uncover functional- and performance-related compiler bugs. Debug and fix functional and performance issues of the compiler system.
  • ML Framework Integration: Work with various machine-learning frameworks to compile models to our custom hardware.
  • Collaboration: Collaborate with our hardware and physical design team to understand and improve hardware architecture and propose future improvements. Work closely with our application development team to understand the problem domain and deliver optimized compiler solutions.
Requirements
  • 4+ years of post-graduate work experience with C++.
  • Bachelor's/Master's degree in CS or related field.
  • Familiarity with compiler frameworks such as GCC, LLVM, and/or MLIR.
  • Understanding of computer architecture and optimization.
  • Experience using industry standard development and debugging tools including GDB.
  • Strong attention to detail, good work ethic, ability to work on multiple projects simultaneously, and good communication skills.
  • Good problem solving skills.
Preferred Qualifications
  • Familiarity with FPGA-compilation and/or PnR algorithms.
  • Experience with verilog, system verilog, or VHDL.
  • Knowledge of computer architecture.