Software Engineer lll, Compilers Compilation and Architecture Exploration

Company: Google
Location: Mountain View
Posted on: January 16, 2022

Job Description:

Minimum qualifications:Bachelor's degree or equivalent practical experience.
2 years of experience with software development in C++ and/or Python programming language, or 1 year of experience with an advanced degree.2 years of experience with data structures or algorithms.
Preferred qualifications:Master's degree or PhD in Computer Science or related technical fields.
Experience developing accessible technologies.
Experience with compilers (compiler enhancements, parallelization etc.).
Experience in MLIR and/or LLVM.
Experience with ML, TensorFlow, and JAX.
Experience with hardware design (e.g., computer architecture and/or chip design).
About the job Our team designs and builds the hardware and software technologies that power Google's devices and services.As a Software Engineer, you will design and build advanced compilation systems, enabling machine learning researchers working on cutting-edge research. Your work has the potential to shape the machinery that goes into our cutting-edge devices and data centers affecting millions of Google users.In this role, you will work on compilation infrastructure specialized for machine learning (ML) architectures for edge devices, building the ML engines. You will participate in the hardware architecture and contribute to the compiler, runtime, and Application Programming Interface (API) strategy/innovations.
Google's mission is to organize the world's information and make it universally accessible and useful. Our team combines the best of Google AI, Software, and Hardware to create radically helpful experiences. We research, design, and develop new technologies and hardware to make computing faster, seamless, and more powerful. We aim to make people's lives better through technology. Responsibilities Improve the architecture exploration compiler, including designing and implementing compiler analyses and optimizations for novel ML workloads for the machine learning accelerator architectures.
Design and implement mapping of higher level programming models and constructs to the machine learning accelerator architectures.Work with hardware engineers and architects on defining architectural features to improve Power, Performance, Area for key use cases.Work with Product Managers and Researchers in identifying key ML trends, future use cases, etc.

Keywords: Google, Mountain View , Software Engineer lll, Compilers Compilation and Architecture Exploration, IT / Software / Systems , Mountain View, California