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Software Engineer, ML Compiler

Software Engineer, ML Compiler

Posted 126 days ago

Job Description

This job posting has expired and no longer accepting applications.

Meta Reality Labs (RL) is the world leader in the design of virtual and augmented reality systems. Come work alongside expert engineers and research scientists to create the technology that makes VR and AR pervasive and universal. Join the adventure of a lifetime as we make science fiction real and change the world. We are seeking a software engineer to support the development of the compiler tool-chain for state-of-the-art deep learning hardware components optimized for AR/VR systems. The successful candidate will be part of our efforts to architect, design and implement a clean slate compiler for this activity and will be part of a team that includes compiler, machine learning algorithms and software, firmware and ASIC experts. The ideal candidate will contribute to a full stack development effort compiling PyTorch models down to binaries for hardware accelerator blocks.

Analyze and design effective compiler passes and optimizations. Implement and/or enhance code generation targeting machine learning accelerators

Work with algorithm research teams to map ML graphs to hardware implementations, model data-flows, create cost-benefit analysis and estimate silicon power and performance

Contribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis tools

Conduct design and code reviews. Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues

Analyze and improve the efficiency, scalability, and stability of our toolchains

Interface with other compiler-focused teams to evaluate and incorporate their innovations and vice versa

Mentor other engineers on improving the quality of engineering work in the broader team

Minimum Qualifications

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience

3+ years experience writing compilers or similar code optimization software

Experience in software design and programming experience in Python and/or C/C++ for development, debugging, testing and performance analysis

Experience crossing multi-disciplinary boundaries to drive optimal system solutions

Experience in AI framework development or accelerating deep learning models on hardware architectures

Preferred Qualifications

Experience with machine-code generation or compiler back-ends.

Experience working and communicating cross functionally in a team environment.

Experience driving large efforts across multiple teams.

Experience of developing in a mainstream machine-learning framework, e.g. PyTorch, Tensorflow or Caffe.

Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etc.

Experience working on and contributing to an active compiler toolchain codebase, such as LLVM, MLIR, GCC, MSVC, Glow.

For those who live in or expect to work from California if hired for this position, please click here for additional information.

About Meta

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.

$85.10/hour to $251,000/year + bonus + equity + benefits

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.

Equal Employment Opportunity

Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here.

Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.

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