Algorithm Developer Iv

Applied Materials

Hangzhou, China
Not specified; not specified; benefits include hea...
Not specified (considering the job's nature, it may lean towards hybrid or onsite).
Expert-level python programming
Deep learning neural network architectures
Bayesian optimization and active learning
Applied Materials is seeking an AI Algorithm Developer in Hangzhou, China, focused on creating machine learning algorithms for semiconductor manufacturing optimization. The ideal candidate should have a strong background in computer science and software engineering, particularly in deep learning and optimization techniques

Job Summary

  • The role involves designing machine learning algorithms to optimize semiconductor manufacturing processes by predicting on-wafer performance from recipe parameters.
  • Candidates must demonstrate the ability to reason through algorithmic choices and customize solutions for sparse, noisy, and expensive experimental data rather than applying cookbook approaches.
  • The position offers a supportive work culture that encourages continuous learning and collaboration with domain experts to push the boundaries of materials science and engineering.

Matching Summary

Match Score: 85

Applied Materials is seeking an AI Algorithm Developer in Hangzhou, China, focused on creating machine learning algorithms for semiconductor manufacturing optimization. The ideal candidate should have a strong background in computer science and software engineering, particularly in deep learning and optimization techniques.

Salary

Not specified; Not specified; Benefits include health and wellbeing programs

Skills & Requirements

Must-have

  • Expert-level Python programming
  • Deep learning neural network architectures
  • Bayesian optimization and active learning
  • 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
  • CI/CD and testing framework experience

Key Requirements

  • MS or PhD in Computer Science or related field
  • 3+ years developing and deploying ML algorithms post-MS
  • Strong foundation in computer science fundamentals and software engineering

Work Rights

Not specified

Tailored Resume

Cover Letter