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Senior/Staff Data Scientist - Computer Vision Engineer

Micron Technology

Singapore · Full Time

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Experience
4+ yrs
Salary
Openings
1
Posted
6 minutes ago
Work mode
In office
Education
Bachelor's or Master's in Computer Science or related analytical field
Resume
Required to apply

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Job description

Company Vision and Team Overview

We are dedicated to revolutionizing how information is utilized globally to enhance lives universally. Join a diverse team committed to continuous innovation that benefits customers and partners alike, developing solutions ranging from virtual reality experiences to advancements in neural networks, all while upholding integrity, sustainability, and community engagement.

Team and Role Summary

The Engineering Tool Development group at Micron crafts sophisticated software tools that drive progress across our technology and manufacturing sectors. This role blends software engineering, computer vision, and semiconductor technology to create tools enhancing efficiency, yield, and insight across various engineering fields.

Position Responsibilities

  • Architect and implement advanced image processing and analysis techniques to derive measurements, compute calculations, and interpret image data.
  • Utilize computer vision, image processing, and machine learning methods to address complex engineering challenges.
  • Engage directly with engineers involved in defect and electrical failure analysis, process development, and diagnostics.
  • Create innovative solutions that elevate engineering productivity using contemporary software and vision technologies.
  • Collaborate within a global team to promote continuous enhancement and technical knowledge-sharing.
  • Participate in rotational on-call duties, delivering engineering support during critical manufacturing events or system downtime as required.

Candidate Qualifications

  • A Bachelor’s or Master’s degree (or equivalent experience) in Computer Science, Computer Engineering, Mathematics, Statistics, or related analytical disciplines.
  • Preferred candidates hold advanced degrees (M.S. or Ph.D.) coupled with applied research or relevant industry experience.
  • At least four years of practical experience applying image processing (filtering, morphology, segmentation), visual recognition (feature detection, measurement, classification), and machine learning (traditional algorithms and deep neural networks) to real-world engineering applications.
  • Proficiency in one main programming language suited for production research workflows such as Python, MATLAB, or R, with a track record of writing maintainable and well-structured code.
  • Hands-on expertise with computer vision libraries like OpenCV and Scikit-image for solving practical image analysis problems.
  • Minimum two years experience developing, training, and validating machine learning or deep learning models using frameworks such as PyTorch, TensorFlow, or Keras.
  • Strong customer orientation and relationship-building abilities.
  • Demonstrated capacity to drive outcomes and foster continuous improvement.
  • Solid understanding of mathematics, probability, machine learning, and computer vision fundamentals.
  • Basic familiarity with professional software engineering methodologies.
  • Knowledge of semiconductor manufacturing processes is advantageous.

Additional Information and Company Commitment

Micron Technology is a leader in memory and storage innovation, delivering high-performance products that enable advancements in AI, 5G, and more, supporting applications from data centers to mobile devices. We are committed to equal employment opportunities regardless of race, gender, sexual orientation, or disability status and provide reasonable accommodations upon request.

We ensure compliance with labor standards and do not charge recruitment fees. Candidates may employ AI tools to enhance applications but must ensure all information is valid and truthful. Beware of fraudulent job offers and verify communications through official channels.

Minimum education

Master's Degree

Tools & software

Python required PyTorch required TensorFlow required Keras required

How they work

Teamwork & Collaboration Problem Solving Adaptability Customer Focus

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