Industrial AI/ML Solutions Architect

YOKOGAWA ENGINEERING ASIA PTE LTD; Singapore; On-site; SGD 180,000 - 280,000; Full time

Job summary

Yokogawa Engineering Asia PTE LTD seeks a seasoned AI/ML leader to design, develop and deploy AI/ML applications across industrial domains. You will integrate AI modules with IoT, OPC-UA, SCADA and MES, and collaborate with data scientists, engineers, and product managers to define solutions.

The role requires 8+ years of hands-on ML experience, strong proficiency in TensorFlow/PyTorch and Python, and experience with cloud platforms and containerization.

Qualifications

• Master’s/Ph.D. in a quantitative field or related.
• 8+ years hands-on ML modeling experience.
• Strong experience with AI/ML frameworks (TensorFlow, PyTorch, scikit-learn).

Responsibilities

• Design, develop, and deploy AI/ML applications.
• Implement backend and frontend interfaces.
• Develop business cases for new tech adoption.
• Collaborate with data scientists, engineers, and product managers.
• Integrate AI modules with industrial systems (IoT, OPC-UA, SCADA, MES).
• Support go-to-market strategies for AI solutions.
• Stay current on industry trends through research and events.

Skills

TensorFlow

PyTorch

scikit-learn

Python

Java

C++

Docker

Kubernetes

AWS

Azure

GCP

MLflow

CI/CD

NLP

Computer Vision

LLMs

RAG pipelines

Time Series

Education

Master's or PhD in Computer Science/Data Science/AI/Engineering

Tools

Docker

Kubernetes

MLflow

CI/CD

Job description

Yokogawa Engineering Asia PTE LTD seeks a seasoned AI/ML leader to design, develop and deploy AI/ML applications across industrial domains. You will integrate AI modules with IoT, OPC-UA, SCADA and MES, and collaborate with data scientists, engineers, and product managers to define solutions.

The role requires 8+ years of hands-on ML experience, strong proficiency in TensorFlow/PyTorch and Python, and experience with cloud platforms and containerization.