Software Engineer – Machine Learning Software/Firmware Engineering

Software Engineer – Machine Learning Software/Firmware Engineering

Marvell Technology, Inc.
Not Specified
Not Specified

Job Description


About Marvell
At Marvell, we believe that infrastructure powers progress. That execution is as essential as innovation. That better collaboration builds better technology. Trusted by the world's leading technology companies for 25 years, we move, store, process and secure the world's data with semiconductor solutions designed for our customers current needs and future ambitions. Through a process of deep collaboration and transparency, we're ultimately changing the way tomorrow's enterprise, cloud, automotive, and carrier architectures transform-for the better.
The data infrastructure that our customers build has never been more critical to our global economy. It's what's keeping the world connected, businesses running, and information flowing. If you're ready to excel, innovate, and truly enjoy your work, apply now for the position detailed below.The Opportunity
The Opportunity
As a Software Engineer - Machine Learning Software/Firmware Engineering you will contribute to the design, and implementation of ML compiler for the Marvell Machine learning acceleration chip. Work closely with Machine learning experts and the compiler team to develop and enhance our compiler infrastructure to achieve the targeted features and performance benchmarks. Understand and apply solutions to resolve complex technical problems.
Responsibilities
Design, implement, test and debug compiler features and capabilities related to infrastructure and compiler passes.
Building the compiler toolchain, Implement and/or enhance code generation for Marvell ML accelerators.
Evaluate code performance, debug, diagnose and drive resolution of compiler related issues.
Contribute to the development of compiler backend to be integrated with opensource ML compiler frameworks especially TVM.
Communicate and collaborate effectively with cross-functional hardware and software engineering teams.
BS/MS degree in: Computer Science, Computer Engineering, or Electrical Engineering
Minimum 3+ years of experience in Strong expertise in writing modern standards C++ production quality code along test-driven development principles.
2 + years of experience designing and developing code on Python especially Python3
2 + years of experience in testing and debugging system software
Knowledge of multiple toolchains, compilers, and Instruction Set Architectures.
Working knowledge of GIT, Jira and Confluence
Experience with ML accelerators and hardware architecture is a plus.
Knowledge of compiler toolchain codebase, such as LLVM, MLIR, or Glow.
Familiarity with Machine learning with GPU and ARM programming is an advantageThe Perks
With competitive compensation and great benefits, you will enjoy our workstyle within an incredible culture. We'll give you all the tools you need to succeed so you can grow and develop with us. For additional information on what it's like to work at Marvell, visit our page.Your Future
Marvell provides a work environment that promotes employee growth and development. We are searching for an individual who wants to grow with the company and will strive to improve performance. If you are driven, personable, and energetic, there will be additional opportunities for you here at Marvell.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status.

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