AI Performance Architect

Who We Are

Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips the brains of devices we use every day. As the foundation of the global electronics industry Applied enables the exciting technologies that literally connect our world like AI and IoT. If you want to push the boundaries of materials science and engineering to create next generation technology join us to deliver material innovation that changes the world.

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Youll benefit from a supportive work culture that encourages you to learn develop and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possiblewhile learning every day in a supportive leading global company. Visit our Careers website to learn more.

At Applied Materials we care about the health and wellbeing of our employees. Were committed to providing programs and support that encourage personal and professional growth and care for you at work at home or wherever you may go. Learn more about our benefits.

Who We Are

Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips the brains of devices we use every day. As the foundation of the global electronics industry Applied enables the exciting technologies that literally connect our world like AI and IoT. If you want to work beyond the cutting-edge continuously pushing the boundaries ofscience and engineering to make possiblethe next generations of technology join us to Make Possible a Better Future.

At Applied we prioritize your well-being and encourage you to bring your best self to work. Your happiness health and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. Were committed to providing programs and support that encourage personal and professional growth and care for you at work at home or wherever you may go.

Applied Materials Applied AI Systems Solutions (System to Materials) Business Unit is searching for a Software Engineer AI Performance Architect to join our team! The Applied AI System to Materials team works on architecting differentiated AI Systems leveraging Applieds fundamental innovations.

• Write the details of role here:
  • Benchmark AI workloads (LLMs) in single and multi-node High Performance GPU configurations.
  • Project and Analyze systems performance for LLMs using various parallelization techniques.
  • Develop methodologies to measure key performance metrics and understand bottlenecks to improve efficiency.

Requirements

• Understanding of transformer-based model architectures and basic GEMM operations.
• Strong programming skills in Python C/C.
• Proficiency in systems (CPU GPU Memory or Network) architecture analysis and performance modelling.
• Experience with parallel computing architectures interconnect fabrics and AI workloads (Finetuning/Inference).
• Experience with DL Frameworks (Pytorch Tensorflow) Profiling tools (Nsight Systems Nsight Compute Rocprof) Containerized Environment (Docker)

Applied Materials is committed to diversity in its workforce including Equal Employment Opportunity for Minorities Females Protected Veterans and Individuals with Disabilities.

Additional Information

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Applied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race color national origin citizenship ancestry religion creed sex sexual orientation gender identity age disability veteran or military status or any other basis prohibited by law.