Senior/Staff, Data Scientist

micron; Singapore; Sur place; SGD 120 000 - 180 000; Plein temps

Résumé du poste

Micron Technology, Inc. in Singapore is seeking a Computer Vision Engineer to apply image processing and ML techniques to solve complex software problems across engineering disciplines.

You will work with multiple languages and frameworks, experimenting with new technologies while growing your skills in a fast-changing technical environment. You will join the Engineering Tool Development group, contributing to tools that enable innovation in technology development and manufacturing across

Qualifications

• Bachelor’s/Master’s in Computer Science, Computer Engineering, Mathematics, Statistics or related field.
• MS/PhD with applied research or industry experience preferred.
• 4+ years applying image processing, recognition and ML methods to engineering problems.
• Proficiency in Python, MATLAB or R for research workflows with clean code.
• Experience with CV libraries such as OpenCV and Scikit-image for real-world analysis.
• 2+ years training/validating ML/DL models using PyTorch, TensorFlow, or Keras.

Responsabilités

• Design and develop advanced image processing solutions to extract measurements and analyze data.
• Apply CV, image processing and ML techniques to engineering problems.
• Collaborate with defect analysis, process development and diagnostic teams.
• Develop software solutions using modern vision tech to improve engineering efficiency.

Connaissances

Python

Deep learning

Machine learning

Image processing

OpenCV

Scikit-image

PyTorch

TensorFlow

Mathematics

Formation

Bachelor/Master in CS/CE/Math

PhD preferred

Outils

OpenCV

Scikit-image

PyTorch

TensorFlow

Keras

Description du poste

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

Our Team

Micron’s Engineering Tool Development (ETD) group develops advanced software solutions that enable innovation across Micron’s technology development and manufacturing organizations. The team works at the intersection of software engineering, computer vision, and semiconductor technology to deliver tools that improve efficiency, yield, and insight across a broad range of engineering disciplines.

Job Summary

As a Computer Vision Engineer, you will apply computer vision, image processing, and machine learning techniques to solve complex software problems. You will work with multiple programming languages, frameworks, and disciplines, and you will be encouraged to experiment with new technologies while continuously developing your skills in a fast‑evolving technical environment.

As an engineer in the Engineering Tool Development group, you will have the opportunity to work on a broad set of technologies and solutions that enable Micron’s innovation across technology development and manufacturing.

Key Responsibilities

• Design and develop advanced image processing and analysis solutions to extract measurements, perform calculations, and analyze image data.
• Apply computer vision, image processing, and machine learning techniques to solve practical engineering problems.
• Collaborate directly with engineers in defect analysis, electrical failure analysis, process development, and other diagnostic domains.
• Develop solutions that improve engineering efficiency and enable innovation using modern software and vision technologies.
• Work within a global team environment and contribute to continuous improvement and technical learning.
• Assist with rotational on‑call support, providing engineering‑level assistance during critical manufacturing incidents or system outages as needed.

Required Qualifications

• A Bachelor/Master’s degree or equivalent experience in Computer Science, Computer Engineering, Mathematics, Statistics, or a related analytical field is required.
• Advanced degrees (M.S. or Ph.D.) with applied research or industry‑relevant experience are preferred.
• Minimum of 4 years’ hands‑on experience proven ability to apply image processing techniques (e.g., filtering, morphology, segmentation), visual recognition methods (e.g., feature detection, measurement, classification), and machine learning approaches (spanning established algorithms and contemporary deep network techniques) for practical applications in engineering.
• Proficiency in at least one primary programming language used for production of research workflows(e.g. Python, MATLAB, R) with proven ability to write maintainable, well‑structured code.
• Practical experience using computer vision libraries such as OpenCV and Scikit image(skimage) to solve real world image analysis problems.
• Minimum 2 years working experience developing, training, and validating machine learning and/or deep learning models using frameworks such as PyTorch, TensorFlow, or Keras.
• Customer focus and relationship‑building skills.
• Proven ability to drive results and continuous improvement.
• Excellent foundation in mathematics, probability theory, machine learning, and computer vision.
• Basic knowledge of professional software engineering practices.
• Knowledge of semiconductor manufacturing processes is preferred.

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience. To learn more, please visit micron.com/careers All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.