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Prinicpal Engineer, Data, BIA & AI - Architect

Singapore (ASM Front-End Mfg (S) Ltd)💼 Full-time🗓 2026-09-16 → 2026-09-26

Core

Define and own ASM's enterprise AI architecture, target-state roadmap, and reusable solution patterns to enable digital transformation across business units.

Role type

Principal Enterprise AI Architect

Builds

Enterprise AI inventory, reference architectures, modular AI services, and production-ready AI solutions (Copilots, agents, RAG)

Domain

Semiconductor equipment industry + Enterprise AI & Cloud Architecture

Deliverable

production ML models | product features | infrastructure

Required skills

Enterprise AI architecture, Generative AI & Copilot design, RAG & agent frameworks, Cloud AI services (Azure/AWS/GCP), CI/CD for AI, Python, Stakeholder management, Responsible AI governance

Preferred skills

Semiconductor domain knowledge, FinOps for AI, Agentic AI patterns

Technologies

Databricks, Microsoft Copilot, SAP Joule, Azure, AWS, Google Cloud, Python

Responsibilities

Define enterprise AI target architecture and roadmap; Assess process and data readiness for AI value cases; Design modular, interoperable AI services and reference architectures; Partner with business teams to translate opportunities into scalable solutions; Embed responsible AI, privacy, and compliance requirements into solutions; Coach multidisciplinary teams on AI adoption and operationalization.

Seniority

Principal, hands-on IC with strategy & mentorship

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