Machine Learning Engineer - Digital Manufacturing

GLOBALFOUNDRIES SINGAPORE PTE. LTD.; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A leading semiconductor company in Singapore seeks a Machine Learning Engineer for their Digital Manufacturing Group. This role involves supporting the AI Integration Team in developing and deploying AI/ML models, working with complex datasets, and collaborating across teams. Candidates should possess a Bachelor’s degree in engineering or Computer Science, with at least 4 years of experience in ML engineering. Strong skills in AI/ML techniques, particularly with tools like PyTorch and AWS, are essential. The company offers a diverse and inclusive workplace.

Qualifications

• Minimum of 4 years of experience in ML engineering or Applied AI.
• Familiarity with MLOps and CI/CD pipelines for ML.
• Excellent communication and collaboration skills.

Responsibilities

• Support the AI Integration Team in deploying AI/ML models.
• Work with complex data for feature development using AI/ML.
• Define project objectives and deliverables with stakeholders.
• Adapt to and learn new tools and techniques.

Skills

AI/ML techniques

Python

Data pipelines

Problem-solving

Collaboration

Education

Bachelor's degree in engineering, Computer Science, or related field

Tools

PyTorch

Scikit-Learn

AWS

Job description

About GlobalFoundries

GlobalFoundriesis a leading full-service semiconductor foundry providing a unique combination of design, development, and fabrication services to some of the world’s most inspired technology companies. With a global manufacturing footprint spanning three continents, GlobalFoundries makes possible the technologies and systems that transform industries and give customers the power to shape their markets.For more information, visit www.gf.com.

Introduction

As aMachine LearningEngineerfor Digital Manufacturing, you will bejoiningtheDigital Manufacturing Groupand perform a key rolewithin theAI Integrationteam andassistin theAI/ML/GenAI solutions’ technical requirements.You will helpestablishbest practices foranalyticsusecase development, deployment, scaling, and maintenance of AI/ML projects.

Responsibilities

• Support the AI Integration Team indeveloping and deploying AI/ML models.
• Work withhighly complexdata for feature development using AI/ML models.
• Work closely with teams in Digital Manufacturing and other stakeholders to define projectobjectives, deliverables, and timelines.
• Adapt to evolvingtechnologies and learn new tools and techniques. Committed to stay updated with theState-of-the-Artadvancements in AI/ML.

Required Qualifications

• Bachelor's degree in engineering, Computer Science, or related quantitative field.
• A minimum of 4 years of experiencein ML engineering or Applied AI.
• ProficiencyinAI/ML techniquesandframeworks(incl.PyTorch, Scikit-Learn,LangChainetc.), and model deployment strategies.
• Familiarity with MLOps, CI/CD pipelines for ML, and monitoring tools for model performance and drift detection.
• Practical experience with AWS services for ML deployment.
• Deep understanding of data pipelines, and data quality principles.
• Flexibility and ability to work with ambiguous problems and unstructured data.
• Excellent communication and collaboration skills.
• Ability to work independently and as part of a cross-functional international team.
• Strong problem-solving and analytical skills with a passion for building high-quality solutions.

Preferred/Nice to have

• Master's degreein engineering, Computer Science, or related quantitative field.
• Extensive experience with cloud platforms (AWS, Azure, Google Cloud) for building and deploying AI solutions.
• Ability to enforce data quality standards andmaintaindata dictionaries.
• Experience with data governance frameworks and guidelines.
• Exposure to semiconductor/manufacturing domain.

GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity,efficiencyand innovation whilst our employees feel truly respected,valuedand heard.

As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities.

All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations.