Senior Data Scientist, AI & Data Solutions

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

Micron Technology, Inc. in Singapore is seeking a data scientist to design, develop, and deploy data-driven solutions for client services and product improvement.

You will consolidate unstructured data from diverse sources, build models, and collaborate with product teams to translate findings into actionable insights and improvements. The role requires hands-on experience with Python and SQL, cloud deployment (GCP), and a strong background in statistics and machine learning.

Qualifications

• Degree in Computer Science, Statistics, Data Science or related field with minimum 3 years' experience in data science roles.
• Foundation in statistical modeling, advanced analytics, and modern machine learning techniques.
• Experience in semiconductor yield analysis & process optimization (e.g. analyzing FDC or SPC or Probe data).
• Experience in High Bandwidth Memory (HBM) process.
• Ability to extract data from multiple databases via SQL and apply data cleansing, outlier identification, and missing data handling.
• Experience deploying end-to-end production-grade AI solutions in cloud platforms such as Google Cloud Platform (GCP).
• Strong proficiency in Python, with minimum of 3 years hands-on experience in SQL.
• Excellent communication and presentation skills, able to 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 environments.

Responsibilities

• Design, develop, and program methods, processes, and systems to consolidate and analyze unstructured, diverse 'big data' sources to generate actionable insights for client services and product improvement.
• Interact with product and service teams to identify questions and issues for data analysis and experiments.
• Develop and code software programs, algorithms, and automated processes to cleanse, integrate and evaluate large datasets from multiple sources.
• Deploy data science models and lead the end-to-end lifecycle, including design, development, deployment, model maintenance and monitoring.
• Identify relevant insights from large data and metadata sources; interpret and communicate findings to product, service, and business managers.

Skills

Statistical modeling

Advanced analytics

Machine learning

Data analysis

Communication skills

Education

Bachelor's degree in Computer Science / Data Science or related field

Tools

SQL

Python

Google Cloud Platform (GCP)

Docker

Job description

Micron Technology, Inc. in Singapore is seeking a data scientist to design, develop, and deploy data-driven solutions for client services and product improvement.

You will consolidate unstructured data from diverse sources, build models, and collaborate with product teams to translate findings into actionable insights and improvements. The role requires hands-on experience with Python and SQL, cloud deployment (GCP), and a strong background in statistics and machine learning.