Algorithm Developer IV

We are seeking an AI Algorithm Developer to design and implement machine learning algorithms for semiconductor manufacturing process optimization. The ideal candidate combines algorithmic depth, clean code practices, and critical thinking.

Requirements

• Design and implement deep learning models for semiconductor process optimization
• Develop Bayesian optimization strategies for sample-efficient experimental design
• Build surrogate models and active learning frameworks for sparse, noisy manufacturing data
• Create novel algorithms that combine data-driven approaches with domain constraints
• Implement algorithms with proper data structures, computational complexity awareness, and performance optimization
• Write clean, maintainable, scalable code following software engineering best practices
• Apply design patterns to algorithm implementations
• Develop comprehensive unit tests and validation frameworks for algorithms
• Refactor prototype algorithms into production-quality code
• Conduct and participate in code reviews, fostering team code quality standards
• Document design decisions, trade-offs, and algorithmic approaches clearly
• Translate semiconductor manufacturing challenges into well-defined ML problems
• Reason through trade-offs between accuracy, speed, and maintainability
• Customize algorithms to handle sparse data, noisy measurements, and expensive experiments
• Debug systematically when algorithms underperform
• Propose and implement innovative solutions to complex optimization problems
• Work with domain experts to understand semiconductor process constraints
• Communicate complex algorithmic concepts to non-technical stakeholders
• Collaborate with team members on algorithm design and code architecture
• Contribute to team knowledge sharing on ML techniques and software best practices

Benefits

• Competitive salary
• Stock options
• Generous Paid Time Off
• 401k Matching
• Retirement Plan
• Health and wellbeing programs
• Learning and growth opportunities
• Collaborative and supportive work environment
• Reimbursement for education expenses
• Professional certifications reimbursement
• Free lunch or meal vouchers
• Social events and activities