Data Scientist - Computer Vision for Manufacturing

Micron Technology, Inc.; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a Data Scientist to apply advanced analytics, computer vision, and AI to manufacturing and software tools.

You will work with Data Scientists, AI Engineers and engineers to identify questions and develop data-driven solutions. Responsibilities include building computer vision systems, deploying deep learning models (CNNs, LSTM, transformers), handling large datasets from SQL and cloud, and advancing MLOps practices.

Qualifications

• Bachelor’s degree in Computer Science, Data Science or AI.
• 1–2 years hands-on experience developing and deploying scalable AI applications in manufacturing, semiconductor, or electronics industries.
• Experience deploying scalable AI applications.
• Proficiency with Python programming; at least 1 year with SQL.
• Experience with OpenCV for vision tasks.
• Experience with TensorFlow or PyTorch.
• Multimodal data analysis and fusion.
• Knowledge of distributed computing frameworks (Spark or Hadoop).

Responsibilities

• Design and implement computer vision systems for object detection, segmentation, inspection.
• Develop and deploy deep learning models (CNNs, LSTM, transformers).
• Apply few-shot, generative AI, multimodal techniques to manufacturing challenges.
• Extract, cleanse, and analyze large-scale datasets from SQL and cloud platforms.
• Lead cross-functional collaboration with engineering and operations teams.
• Coordinate production deployment using MLOps practices (monitoring, drift, versioning).
• Communicate results to technical and non-technical stakeholders.

Skills

Python

Analytical thinking

Problem solving

Communication

Cross-functional collaboration

Education

Bachelor's degree in Computer Science, Data Science or AI

Tools

OpenCV

TensorFlow

PyTorch

SQL

Spark

Hadoop

Job description

Micron Technology, Inc. in Singapore is seeking a Data Scientist to apply advanced analytics, computer vision, and AI to manufacturing and software tools.

You will work with Data Scientists, AI Engineers and engineers to identify questions and develop data-driven solutions. Responsibilities include building computer vision systems, deploying deep learning models (CNNs, LSTM, transformers), handling large datasets from SQL and cloud, and advancing MLOps practices.