The AI Algorithm Developer role at Applied Materials involves designing and implementing machine learning algorithms to optimize semiconductor manufacturing processes. This position requires a strong background in computer science fundamentals, software engineering best practices, and deep learning/optimization techniques. Day-to-day responsibilities include developing predictive models for process optimization using sparse, noisy data from semiconductor equipment, applying Bayesian optimization strategies, and writing clean, scalable code following design patterns and testing frameworks. The ideal candidate should have expertise in Python programming, neural network architectures, and experience with GPU programming and parallel computing. They will collaborate closely with domain experts to understand manufacturing constraints and communicate complex concepts effectively to non-technical stakeholders.
Design and implement deep learning models for semiconductor process optimization.
Develop Bayesian optimization strategies for efficient experimental design with costly experiments.
Write clean, maintainable code following software engineering best practices.
Build surrogate models and active learning frameworks for sparse, noisy manufacturing data.
Customize algorithms to handle specific constraints of semiconductor manufacturing challenges.
Translate complex semiconductor manufacturing issues into well-defined machine learning problems.
Propose and implement innovative solutions to complex optimization problems.
What we're looking for
Strong foundation in computer science fundamentals and software engineering best practices.
Expert-level Python programming with experience in deep learning and optimization algorithms.
Ability to design and implement clean, maintainable, scalable code following best practices.
Experience with Bayesian optimization strategies for sample-efficient experimental design.
Critical thinking skills to customize algorithms for sparse, noisy data and expensive experiments.
Market check
Salary context
This
$161,000–$221,000
range sits above
42%
of similar postings on FindRole.
Peer median band
$152,000–$237,600
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$159,750–$235,750
Middle half of comparable postings.
Based on 240 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Applied Materials
Applied Materials is the world''s largest supplier of equipment, services, and software for the semiconductor and display industries, enabling the production of chips and advanced displays. Industry: Semiconductor Equipment
Applied Materials currently has
65 open roles
on FindRole.
Listed pay typically runs
$141,000–$193,500
across 65 roles with salary data.