Senior Data Scientist, Vision & Production AI

Micron Technology, Inc.; Singapore; Presencial; SGD 120.000 - 180.000; Jornada completa

Descripción de la vacante

Micron Technology, Inc. is seeking a Senior Data Scientist in Singapore to apply mathematical and statistical methods, semiconductor physics, and IT techniques to uncover patterns in large datasets.

You will develop software programs and automated processes to cleanse and integrate data from multiple sources, enabling predictive models and actionable insights for product enhancement. Responsibilities include designing computer vision systems, applying advanced AI techniques, leading

Formación

• Degree in Computer Science, Statistics, or Data Science with minimum of 3 years of data science experience.
• Foundation in statistical modeling, advanced analytics, and modern machine learning techniques.
• Experience in semiconductor yield analysis & process optimization (e.g., analyzing FDC, SPC, Probe data).
• Minimum of 3 years' experience in computer vision and deep learning in image analytics with good understanding of image processing techniques.
• Experience in deploying end-to-end production grade AI solution in cloud platforms such as Google Cloud Platform (GCP).
• Proficiency with web development such as Angular or FastAPI or Docker.
• Strong proficiency in Python, with minimum of 3 years hands-on experience in SQL.
• Excellent communication and presentation skills, able to effectively convey complex data insights to non-technical audiences.
• Excellent problem-solving skills.
• Able to work independently and collaborate effectively with diverse teams.
• Proven ability to work independently, manage multiple priorities, and deliver high-quality results in fast-paced, dynamic environments.

Responsabilidades

• Design and implement computer vision systems & deep learning models for object detection, image segmentation, anomaly detection, and automated inspection.
• Apply advanced AI techniques including few-shot learning, generative AI, and multimodal fusion to solve manufacturing and environmental monitoring challenges.
• Lead cross-functional collaboration with engineering, operations, and quality teams, including project management, technical writing, and mentoring engineers in data science tools.
• Design, develop, and program methods to consolidate and analyze unstructured, diverse big data sources to generate actionable insights for product improvement.
• Interact with product and service teams to identify questions and issues for data analysis and experiments.
• Deploy data science models and lead the end-to-end life cycle, including design, development, deployment, maintenance and monitoring.
• Identify relevant insights from large data and metadata sources; interpret and communicate insights to product, service, and business managers.

Conocimientos

Statistical modeling

Advanced analytics

Machine learning

Python

Communication skills

Independent work

Problem solving

Educación

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

Herramientas

Docker

Angular

FastAPI

SQL

Google Cloud Platform (GCP)

Descripción del empleo

Micron Technology, Inc. is seeking a Senior Data Scientist in Singapore to apply mathematical and statistical methods, semiconductor physics, and IT techniques to uncover patterns in large datasets.

You will develop software programs and automated processes to cleanse and integrate data from multiple sources, enabling predictive models and actionable insights for product enhancement. Responsibilities include designing computer vision systems, applying advanced AI techniques, leading