Data Scientist - Scalable Analytics & ML for Production

GLOBALFOUNDRIES SINGAPORE PTE. LTD.; Singapore; On-site; SGD 90,000 - 170,000; Full time

Job summary

GlobalFoundries Singapore is seeking a Data Scientist to partner with Lead Data Scientists and business customers to translate requirements into predictive analytics solutions. You will build scalable data pipelines, perform exploratory analysis, and visualize complex data to guide decisions.

You will identify appropriate modeling approaches, train production-ready models, and work with Product Engineers to deploy them while ensuring performance and governance across analytics initiatives.

Qualifications

• Bachelor's degree in quantitative fields such as Statistics, Mathematics, Computer Science, Operations Research, Engineering, Physics, Chemistry, Economics, Data Science, or related Engineering degree.
• A minimum of 4 Years of experience in analytics with a proven track record of innovation.
• Experience with forecasting, recommendation systems, logistics optimization, churn analysis, segmentation analysis, deep learning.
• Experience in building business models using R, Python, SAS, SPSS, or STATA (data visualization experience is a big plus).
• Experience in optimization and cloud environments to lead an inter-disciplinary team through scaling and productionisation of recommendation engines.

Responsibilities

• Work closely with Lead Data Scientists and business customers to translate their needs into predictive and prescriptive analytics solutions.
• Collaborate with GFIT and Manufacturing Data Domain to build data pipelines for productionized analytics solutions.
• Conduct exploratory data analysis and create compelling visualizations for high-dimensional data.
• Identify suitable machine learning or statistical approaches and train models for optimal performance, including hyperparameter tuning.
• Contribute to deploying models into production with assistance from Product Engineers.
• Validate and monitor models to ensure consistent performance and prevent degradation.
• Support capability-building within analytics teams to stay current on best practices.

Skills

Communication skills

Leadership

Agile methodologies

Cloud environments

Data visualization

Python

Education

Bachelor's degree in quantitative fields

Tools

Python

R

SAS

SPSS

STATA

Job description

GlobalFoundries Singapore is seeking a Data Scientist to partner with Lead Data Scientists and business customers to translate requirements into predictive analytics solutions. You will build scalable data pipelines, perform exploratory analysis, and visualize complex data to guide decisions.

You will identify appropriate modeling approaches, train production-ready models, and work with Product Engineers to deploy them while ensuring performance and governance across analytics initiatives.