Algorithm Engineer - Deep Learning

KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. They are seeking a full-time Deep Learning Algorithm Engineer who will work on pioneering deep learning and GenAI for image processing and computer vision applications in the semiconductor process control business.

Responsibilities:

• Understand state-of-the-art (SOTA) deep learning and GenAI models
• Connect SOTA DL modeling approaches to domain problem statements
• Analyze modeling requirements based on product feature requirements
• Design deep learning and GenAI models to meet modeling requirements
• Implement modeling prototypes and perform analysis
• Perform model training and/or tuning on domain datasets
• Evaluate and validate model performance against defined metrics
• Analyze model performance bottlenecks
• Design new DL modules or components to improve performance
• Optimize DL or GenAI model throughput and cost
• Perform A/B testing between models on real data
• Work and communicate collaboratively with peers
• Present ideas, concepts, and results in professional technical settings