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Senior Specialist, Operations Intelligence, AI/ML

Singapore (ASM Front-End Mfg (S) Ltd)💼 Full-time🗓 2026-07-06 → 2026-09-25

Core

Design, build, and deploy scalable AI/ML solutions (including Agentic AI and LLMs) to optimize semiconductor supply chain, manufacturing, and logistics performance.

Role type

Senior Specialist, Operations Intelligence AI/ML Engineer

Builds

Production AI/ML models and intelligent automation systems for global operations

Domain

Semiconductor manufacturing, supply chain, and logistics

Deliverable

production ML models

Required skills

End-to-end data science and AI/ML project delivery, statistical methods, machine learning algorithms, cloud platform deployment (AWS/Azure/GCP), MLOps practices, data modeling, data extraction and transformation

Preferred skills

Large language models (LLMs), agentic AI frameworks, autonomous decision-making systems, computer vision techniques, data privacy and security, ethical AI principles

Technologies

SAP (S/4HANA, CRM, SRM), Kinaxis, AWS, Azure, Google Cloud

Responsibilities

Design and deploy advanced prediction models and Agentic AI systems; integrate AI into existing operational systems; analyze business problems and translate them into data/AI requirements; automate manual business processes via proof-of-concept development; collaborate with data engineers and stakeholders on digital transformation

Seniority

Senior, hands-on IC

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