Algorithm Developer Iv

Applied Materials Inc

Hangzhou, China
Not specified; not specified; not specified
Not specified
Expert-level python programming
Deep learning neural network architectures
Bayesian optimization strategies
Applied Materials is seeking an AI Algorithm Developer in Hangzhou, China, to design and implement machine learning algorithms for semiconductor manufacturing process optimization. The ideal candidate should possess strong computer science fundamentals and software engineering skills, along with experience in deep learning and optimization algorithms

Job Summary

  • This role involves designing deep learning models to predict on-wafer performance from recipe parameters in semiconductor manufacturing.
  • The company offers a supportive work culture that encourages personal growth, professional development, and collaboration with world-class researchers.
  • Candidates must demonstrate the ability to reason through algorithmic choices and customize solutions for sparse, noisy, high-dimensional data.

Matching Summary

Match Score: 85

Applied Materials is seeking an AI Algorithm Developer in Hangzhou, China, to design and implement machine learning algorithms for semiconductor manufacturing process optimization. The ideal candidate should possess strong computer science fundamentals and software engineering skills, along with experience in deep learning and optimization algorithms.

Salary

Not specified; Not specified; Not specified

Skills & Requirements

Must-have

  • Expert-level Python programming
  • Deep learning neural network architectures
  • Bayesian optimization strategies
  • Clean code practices and design patterns
  • Unit testing and validation frameworks

Nice-to-have

  • GPU programming with CUDA
  • Parallel computing experience
  • PyTorch or TensorFlow internals knowledge
  • Open-source contributions
  • Intellectual curiosity and continuous learning

Key Requirements

  • MS or PhD in Computer Science or related field
  • 3+ years developing and deploying ML algorithms post-MS
  • Strong foundation in algorithms and data structures

Work Rights

Not specified

Tailored Resume

Cover Letter