Software Engineer, Systems ML - Compilers / Backend

Meta; Sunnyvale (CA); On-site; USD 122,000 - 181,000; Full time

Benefits offered by this job

Bonus

Equity

Benefits

Job summary

Meta in Sunnyvale, CA is seeking a Software Engineer, Systems ML - Compilers / Backend to help build a clean slate compiler for state-of-the-art deep learning hardware accelerators used in AR/VR.

You will design and optimize compiler passes, implement code generation for ML graphs to custom blocks, and collaborate with ML researchers and hardware architects to maximize performance and efficiency while contributing to ML libraries and toolchains.

Qualifications

• Experience in Python and/or C/C++ for development, debugging, testing and performance analysis.
• Experience in AI framework development or accelerating models on hardware architectures (GPU, TPU, custom AI ASICs).
• Must obtain work authorization in the country of employment at the time of hire.

Responsibilities

• 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.
• Collaborate with hardware architects to maximize performance, power efficiency and programmability.
• Contribute to the development of machine-learning libraries, IRs, export formats, and analysis tools.
• Conduct design and code reviews; diagnose and resolve compiler and system issues.

Skills

Python

C/C++

AI frameworks

Tools

Job description

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. You 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. You will contribute to a full stack development effort compiling PyTorch models down to binaries for custom hardware accelerator blocks.Software Engineer, Systems ML - Compilers / Backend Responsibilities:Analyze and design effective compiler passes and optimizations. Implement and/or enhance code generation targeting machine learning acceleratorsWork with algorithm research teams to support the co-design of hardware features mapping ML graphs to hardware implementations, modeling data-flows, creating cost-benefit analysis and estimating silicon power and performanceWork with hardware architects to co-design hardware features that maximize performance, power efficiency and programmabilityContribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis toolsCollaborate with the team to enhance the efficiency, scalability, and stability of our toolchains by focusing on kernel optimization and tuningConduct design and code reviews. Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issuesInterface with other compiler-focused teams to evaluate and incorporate their innovations and vice versaMinimum Qualifications:Experience in software design and programming experience in Python and/or C/C++ for development, debugging, testing and performance analysisExperience in AI framework development or accelerating models on hardware architectures (GPU, TPU, custom AI ASICs)Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employmentPreferred Qualifications:Experience working and communicating cross functionally in a team environmentExperience adhering to and implementing responsible, ethical AI practices (e.g., risk assessment, bias mitigation, quality and accuracy reviews)Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etcExperience of developing in a mainstream machine-learning framework, e.g. PyTorch, MLIR, Tensorflow or CaffeDemonstrated ongoing AI skill development (e.g., prompt/context engineering, agent orchestration) and staying current with emerging AI technologiesDemonstrated ability to integrate AI tools to optimize/redesign workflows and drive measurable impact (e.g., efficiency gains, quality improvements)1+ years of experience developing compilers or similar code optimization softwareExperience developing high-performance kernels or runtime components and tuning them for inference specific accelerator platformsAbout 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.Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at [e-mail].$121,992/year to $181,000/year + bonus + equity + benefitsIndividual 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.