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Meta Software Engineering Manager, ML/AI Frameworks in Menlo Park, California

Summary:

The MTIA (Meta Training & Inference Accelerator) Software team has been developing AI frameworks to accelerate Meta’s DL/ML workloads on the specialized MTIA AI accelerator hardware in a highly performant and flexible way. As part of the AI acceleration software stack, we develop kernel libraries exploiting various hardware architectural features, achieving high performance for our inference and training workloads.We are looking for a Software Engineering Manager to support a team of kernel engineers and drive high-performance DL kernel library development and performance tuning specific to the MTIA AI accelerator hardware.

Required Skills:

Software Engineering Manager, ML/AI Frameworks Responsibilities:

  1. Grow a team of domain experts in high performance DL kernel development.

  2. Communicate, collaborate, and build relationships with clients and peer teams to facilitate cross-functional projects.

  3. Operate strategically and tactically. Develop vision, strategy and help set direction for the team.

  4. Remain up-to-date on ongoing software development activities in the team, help work through technical challenges, and be involved in design decisions.

Minimum Qualifications:

Minimum Qualifications:

  1. Experience with deep learning kernel development on CPU, GPU or AI accelerators

  2. 2+ years of experience in managing a team of kernel engineers of varied skill levels.

  3. Demonstrated experience recruiting, building, structuring, leading technical organizations, including performance management.

Preferred Qualifications:

Preferred Qualifications:

  1. Experience in accelerating libraries on AI hardware, similar to cuBLAS, cuDNN, CUTLASS, HIP, ROCm etc

  2. Experience with different programming models for high-performance computations, e.g. GPU CUDA programming or OpenCL or OpenMP programming.

  3. Experience working closely with hardware architectures such as Intel SIMD, GPU, RISC-V, ML Accelerators etc.

  4. Experience in hardware-software development environments such as simulators, FPGA emulators etc

  5. Knowledge of ML frameworks like PyTorch, TensorFlow, ONNX, MXNet, etc.

Public Compensation:

$177,000/year to $251,000/year + bonus + equity + benefits

Industry: Internet

Equal Opportunity:

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 accommodations-ext@fb.com.

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