Meta(Meta Platforms)岗位:Software Engineer, Systems ML - Compilers / Kernels Responsibilities
Development of the SW stack with one of the following core focus areas: AI compiler stack, frameworks, high-performance kernel development and acceleration onto the next generation of hardware architectures
Contribute to the development of the PyTorch AI framework core compilers to support new state of the art inference and training AI hardware accelerators and optimize their performance
Analyze deep learning networks, develop & implement compiler optimization algorithms
Collaborating with AI research scientists to accelerate the next generation of deep learning models such as Recommendation systems, Generative AI, Computer vision, NLP etc
Performance tuning and optimizations of deep learning framework & software components
Minimum Qualifications
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Degree must be completed prior to joining Meta
Proven C/C++ programming skills
Experience in AI framework development or accelerating deep learning models on hardware architectures
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
Preferred Qualifications
Experience working with frameworks like PyTorch, Caffe2, TensorFlow, ONNX, TensorRT
OR AI frameworks: Experience in developing training and inference framework components.
Experience in system performance optimizations such as runtime analysis of latency, memory bandwidth, I/O access, compute utilization analysis and associated tooling development
Experience adhering to and implementing responsible, ethical AI practices (e.g., risk assessment, bias mitigation, quality and accuracy reviews)
A Bachelor's degree in Computer Science, Computer Engineering, relevant technical field and 7+ years of experience in AI framework development or accelerating deep learning models on hardware architectures OR a Master's degree in Computer Science, Computer Engineering, relevant technical field and 4+ years of experience in AI framework development or accelerating deep learning models on hardware architectures OR a PhD in Computer Science, Computer Engineering, or relevant technical field and 3+ years of experience in AI framework development or accelerating deep learning models on hardware architectures
Knowledge of GPU, CPU, or AI hardware accelerator architectures
OR AI Compiler:Experience with compiler optimizations such as loop optimizations, vectorization, parallelization, hardware specific optimizations such as
SIMD.
Experience with MLIR, LLVM, IREE, XLA, TVM, Halide is a plus
Demonstrated ability to integrate AI tools to optimize/redesign workflows and drive measurable impact (e.g., efficiency gains, quality improvements)
Demonstrated ongoing AI skill development (e.g., prompt/context engineering, agent orchestration) and staying current with emerging AI technologies
OR AI high performance kernels: Experience with
CUDA programming, OpenMP / OpenCL programming or AI hardware accelerator kernel programming.
Experience in accelerating libraries on AI hardware, similar to cuBLAS, cuDNN, CUTLASS, HIP, ROCm etc
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For those who live in or expect to work from California if hired for this position, please click here for additional information.
United States of America:$121,992/year to $181,000/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
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You may view our Equal Employment Opportunity notice here.
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