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Algorithm Engineer (R&D) - Job Opportunity at KLA

Singapore, Singapore
Full-time
Mid-level
Posted: February 5, 2025
On-site
SGD 120,000 - 180,000 per year based on Singapore semiconductor industry standards and role complexity

Benefits

Competitive family-friendly total rewards package
Significant R&D investment environment (15% of sales)
Global team collaboration opportunities
Work on cutting-edge semiconductor technologies

Key Responsibilities

Develop advanced image and signal processing algorithms for next-generation optical inspection systems
Lead full algorithm lifecycle from modeling through implementation
Drive cross-functional collaboration for prototyping and testing
Provide technical documentation and user support
Optimize algorithm performance and system integration

Requirements

Education

Ph.D. or Master's Degree in Electrical Engineering, Computer Science or Physics

Experience

Ph.D.: 0 years; Master's: 3 years; Bachelor's: 5 years

Required Skills

Algorithm development Texture analysis Deep learning Image segmentation Feature extraction Classification Statistical data analysis Signal processing Filter theory C/C++ OOD/OOP MATLAB Python CUDA programming (preferred) Parallel computing (preferred) Distributed computing (preferred) Strong written and verbal communication
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Sauge AI Market Intelligence

Industry Trends

Increasing demand for advanced semiconductor inspection solutions due to chip miniaturization and complexity Growing adoption of AI/ML in semiconductor manufacturing processes Rising importance of defect detection accuracy in sub-nanometer manufacturing

Role Significance

Typically part of a 10-15 person R&D team within larger engineering organization
Mid to senior technical position with significant impact on product development and manufacturing quality

Key Projects

Next-generation inspection system algorithm development Deep learning implementation for defect classification Performance optimization for real-time inspection systems

Success Factors

Deep understanding of both theoretical and practical aspects of algorithm development Ability to balance algorithmic innovation with production requirements Strong cross-functional collaboration skills Experience with high-performance computing and optimization

Market Demand

High demand with growing emphasis on advanced algorithm development for semiconductor manufacturing

Important Skills

Critical Skills

Algorithm development expertise particularly in image and signal processing Deep learning and AI implementation experience High-performance computing optimization skills Cross-functional communication abilities

Beneficial Skills

CUDA and parallel programming knowledge Semiconductor industry experience Research publication track record Patent development experience

Unique Aspects

Rare opportunity to work on cutting-edge semiconductor inspection technologies
Direct impact on global electronic device manufacturing quality
High level of R&D investment compared to industry average
Exposure to full algorithm development lifecycle

Career Growth

2-4 years for next level progression based on performance and innovation contributions

Potential Next Roles

Senior Algorithm Engineer Technical Lead Principal Engineer R&D Manager

Company Overview

KLA

Global leader in semiconductor process control and inspection systems with over 40 years of industry experience

Dominant position in semiconductor inspection and metrology market with significant R&D investment
Strong presence in Singapore as a key Asian semiconductor hub
Innovation-driven environment with emphasis on technical excellence and collaborative problem-solving
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