Description

You will analyze ML workloads and prototype optimized CPU kernels to improve model performance and accuracy.

Responsibilities

• Analyze ML workloads to identify optimization opportunities.
• Prototype highly optimized CPU kernels to drive model performance and accuracy.
• Develop efficient kernel code development frameworks, including necessary tools and testing suites.
• Measure and analyze kernel performance to ensure architectural efficiency.

Required Skills

• 4+ years of experience implementing high-performance CPU kernels using vector and matrix extensions.
• Deep understanding of CPU architecture.
• Experience measuring and understanding hardware performance.
• Experience building kernel development frameworks and testing tools.
• Strong background in high-performance kernel implementation.
• Any Graduate degree.

Preferred Skills

• Knowledge of ML models and algorithms.
• Advanced degree or equivalent experience in Computer Architecture and Software.

Key Skills

Education

Any Graduate