Senior Specialist, Operations Intelligence, AI/ML
ASM is seeking a Senior AI/ML Specialist to join their Operations Intelligence team in Singapore. You will design, build, and deploy AI and machine learning solutions to optimize semiconductor supply chain and manufacturing performance. The role requires extensive experience in ML, cloud platforms, MLOps, and familiarity with enterprise systems like SAP. You will collaborate with cross-functional teams to integrate agentic AI and LLMs into global operational workflows.
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Experience
5+ years
Function
Engineering
Work mode
Onsite, Singapore
Company
Tier 2
What you will work on
ASM is seeking a Senior AI/ML Specialist to join their Operations Intelligence team in Singapore. You will design, build, and deploy AI and machine learning solutions to optimize semiconductor supply chain and manufacturing performance. The role requires extensive experience in ML, cloud platforms, MLOps, and familiarity with enterprise systems like SAP. You will collaborate with cross-functional teams to integrate agentic AI and LLMs into global operational workflows.
TAL's take
Solid tier-2 global semiconductor company with a well-defined, impactful role focused on operational AI integration.
The JD provides a very clear scope, mission, and expectations for the AI/ML integration into operations.
Must haves
- Minimum 5 years experience delivering data science or AI/ML projects
- Experience applying statistical methods and machine learning algorithms
- Familiarity with SAP systems (S/4HANA, CRM, SRM) and Kinaxis
- Experience deploying AI/ML solutions on cloud platforms like AWS, Azure, or GCP
- Experience with MLOps practices
Tools and skills
Nice to have: large language models, agentic ai frameworks, computer vision.
About the company
ASM is a well-established, publicly traded global semiconductor equipment manufacturer with a long history, fitting the tier 2 criteria.
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