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Software Engineer, Systems ML - AI Application Engineering
source link: https://www.metacareers.com/jobs/639163291626544/
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Log inSoftware Engineer, Systems ML - AI Application Engineering
The HEART AI Application Engineering team is seeking an AI Software Engineer to join our team. The ideal candidate will have industry experience working on AI infrastructure related topics. The position will involve taking these skills and applying them to solve some of the most crucial and exciting problems that exists on the web.
Software Engineer, Systems ML - AI Application Engineering Responsibilities
Apply in depth knowledge of AI infrastructure and hardware acceleration techniques to build and optimize our intelligent machine learning systems that improve Meta’s product and experiences
Set direction and goals for the team related to project impact, AI system design, infrastructure, and developer efficiency
Directly or influencing partners to deliver impact through deep, thorough data-driven analysis
Define use cases and develop methodology and benchmarks to evaluate different strategies
Lead large and complex technical efforts across many engineers and teams
Mentor other engineers, research scientists and improve the quality of engineering work in the broader team
Helps onboard new team members, provides mentorship, and enables successful ramp up on the team's code base
Minimum Qualifications
Bachelor’s degree in computer science or a related STEM field
Specialized experience in one or more of the following machine learning/deep learning domains: hardware accelerator architectures, machine learning compilers or ML systems, AI infrastructure, high-performance computing, performance optimizations or ML frameworks such as PyTorch
Proven C/C++ and Python programming skills in developing AI Systems infrastructure or AI algorithms
Experience with debugging in C++, Python and/or PyTorch
Defining and leading long-term plans for the team
Track record of mentoring and growing other engineers
Preferred Qualifications
Master's degree/PhD in computer science or related STEM field and strong experience in AI framework development or accelerating deep learning models on hardware architectures
Knowledge of AI hardware accelerator architectures and CPUs
Experience with recommender and ranking models
Experience with distributed systems and communication protocols such as MPI
Experience with CUDA/OpenMP/OpenCL programming targeting AI hardware accelerators. Experience in accelerating libraries on AI hardware, like cuBLAS, cuDNN, CUTLASS, HIP, ROCm etc.
Technical leadership experience
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Locations
Data Center
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.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to [email protected].
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