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Principal Engineer in Automation, Machine Learning & AI

World leader in secure connectivity solutions for embedded applications, focusing on automotive, industrial & IoT, mobile, and communication infrastructure markets.
Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia
Machine Learning
Principal Software Engineer
In-Person
5,000+ Employees
8+ years of experience
AI · Enterprise SaaS · Robotics

Job Description

NXP Semiconductors, a global leader in secure connectivity solutions for embedded applications, is seeking a Principal Engineer in Automation, Machine Learning & AI to spearhead their technological transformation. This role combines cutting-edge AI/ML implementation with practical semiconductor manufacturing optimization.

The position offers a unique opportunity to lead the automation and AI-driven transformation of wafer test, final test, visual inspection, and packing operations. The role involves developing sophisticated automation systems while leveraging machine learning and AI to enhance cost efficiency, quality control, and predictive analytics capabilities.

The ideal candidate will be at the intersection of software engineering and semiconductor manufacturing, bringing 8+ years of relevant experience. They will be responsible for implementing AI-driven machine vision systems, developing ML algorithms for predictive maintenance, and optimizing test parameters through adaptive testing methodologies.

Key aspects of the role include designing automation solutions, developing AI/ML models, implementing predictive analytics, and leading knowledge transfer initiatives. The position requires expertise in Python, TensorFlow, PyTorch, and MATLAB, combined with practical experience in semiconductor manufacturing processes.

This role offers the opportunity to work with cutting-edge technology while making a significant impact on manufacturing efficiency and quality. The position is based in Kuala Lumpur, where you'll be part of a dynamic team pushing the boundaries of AI and automation in semiconductor manufacturing.

NXP offers a collaborative environment focused on innovation and sustainable technology development. They provide career development opportunities through various learning programs and maintain a strong commitment to diversity, inclusion, and equality in the workplace.

Last updated 8 days ago

Responsibilities For Principal Engineer in Automation, Machine Learning & AI

  • Design and implement automation solutions for wafer test, final test, visual inspection, and packing processes
  • Develop and integrate ATE, probe station automation, and handler robotics
  • Implement PLC, robotics, and IoT-based automation
  • Develop and deploy AI-driven machine vision for defect detection
  • Optimize test parameters with ML-based adaptive testing
  • Implement ML-based predictive analytics
  • Conduct training sessions to upskill engineers in automation, ML, and AI applications
  • Provide technical mentorship on AI-based test optimization

Requirements For Principal Engineer in Automation, Machine Learning & AI

Python
Linux
  • Bachelor's or Master's degree in Electrical Engineering, Automation, Computer Science, AI, or related field
  • 8+ years of experience in semiconductor automation, ML/AI development, or smart manufacturing
  • Expertise in PLC programming, robotics, and IoT-based automation
  • Proficiency in Python, TensorFlow, PyTorch, MATLAB
  • Experience in OCR, AI-based defect classification, and automated visual inspection
  • Knowledge of big data analysis, ML-driven failure prediction
  • Strong problem-solving and analytical skills
  • Excellent communication and training abilities

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