Senior Data Scientist — End-to-End AI & Big Data

Micron Technology, Inc.; Singapore; Sur place; SGD 150 000 - 210 000; Plein temps

Résumé du poste

Micron Technology, Inc. in Singapore seeks a Senior Data Scientist to design and implement data-driven insights from diverse data sources, driving product and service improvements.

You will lead end-to-end analytics projects, deploy models in the cloud, and collaborate with cross-functional teams to extract meaningful results. The role requires 3+ years in data science, strong ML and SQL/Python skills, and experience with GCP and semiconductor data.

Qualifications

• Degree or equivalent in Computer Science, Statistics, Data Science or related field with 3+ years in data science.
• Foundation in statistical modeling, analytics, and modern ML techniques.
• Experience in semiconductor yield analysis & process optimization (e.g., FDC, SPC, Probe data).
• Experience in High Bandwidth Memory (HBM) process.
• Ability to extract data from different databases via SQL and apply data cleansing, outlier, and missing data techniques.
• Experience deploying end-to-end production-grade AI solutions in cloud platforms such as GCP.
• Strong Python proficiency; 3+ years hands-on experience in SQL.
• Excellent communication and presentation skills for non-technical audiences.
• Able to work independently and collaborate with diverse teams; manage multiple priorities.

Responsabilités

• Design, develop, and program methods to analyze unstructured 'big data' sources to generate insights.
• Interact with product and service teams to identify questions for data analysis and experiments.
• Develop and code software programs, algorithms to cleanse, integrate and evaluate large datasets.
• Deploy data science models and lead end-to-end lifecycle including design, development, deployment, and monitoring.
• Extract insights from large data and communicate findings to product, service, and business managers.

Connaissances

Statistical modeling

Advanced analytics

Machine learning techniques

Communication skills

Independent work

Formation

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

Outils

SQL

Python

Google Cloud Platform (GCP)

Docker

Description du poste

Micron Technology, Inc. in Singapore seeks a Senior Data Scientist to design and implement data-driven insights from diverse data sources, driving product and service improvements.

You will lead end-to-end analytics projects, deploy models in the cloud, and collaborate with cross-functional teams to extract meaningful results. The role requires 3+ years in data science, strong ML and SQL/Python skills, and experience with GCP and semiconductor data.