Industrial AI/ML Solutions Architect

Yokogawa; Singapore; On-site; SGD 180,000 - 300,000; Full time

Job summary

Yokogawa is seeking a senior AI/ML engineer to design, develop and deploy AI-powered applications that integrate with industrial systems. You will build backend services and frontend interfaces, collaborate with data scientists and product teams, and evaluate new technologies for ROI and feasibility.

The role requires 8+ years in ML, strong Python and AI framework skills, and experience with cloud platforms and containerization. Join a global team advancing industrial AI/OT solutions.

Qualifications

• Master’s/Ph.D. in Computer Science, Data Science, AI/ML, Engineering, or related quantitative field.
• Chemical/Instrumentation engineering background with software development and AI engineering may also be considered
• 8+ years of hands-on ML modeling experience architecting, building, fine-tuning, and deploying models
• Strong expertise in AI/ML frameworks and libraries (TensorFlow, PyTorch, scikit-learn)
• Proficient in programming languages such as Python, .NET, Java, or C++.
• Experience with cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes)
• Deep knowledge of ML algorithms, deep learning, NLP, LLMs, RAG pipelines, time series forecasting, and computer vision
• Familiarity with industrial AI/OT systems, protocols, and sensor data integration
• Working knowledge of MLOps tools (MLflow, CI/CD, Docker) and DevOps practices across Windows/Linux environments
• Commitment to ethical and responsible AI design and deployment

Responsibilities

• Design, develop, and deploy AI/ML-based applications using Python and modern frameworks (TensorFlow, PyTorch, scikit-learn)
• Implement backend services (REST APIs, FastAPI, Flask, Django) and frontend interfaces (React.js, Dash/Plotly, Angular, Vue)
• Develop business cases for adopting new technologies, assessing feasibility, risks, and ROI
• Collaborate cross-functionally with data scientists, domain engineers, and product managers to define solution requirements
• Integrate AI modules with industrial systems (IoT sensors, OPC-UA, SCADA, MES)
• Support go-to-market strategies for commercially viable technology solutions
• Stay current on industry trends through research, conferences, and workshops

Skills

AI/ML concepts

Cross-functional collaboration

Ethical AI

Education

Master’s/Ph.D. in Computer Science or related field

Engineering background with software/AI focus

Tools

TensorFlow

PyTorch

scikit-learn

Python

.NET

Java

C++

AWS

Azure

GCP

Docker

Kubernetes

MLflow

CI/CD

Job description

Yokogawa is seeking a senior AI/ML engineer to design, develop and deploy AI-powered applications that integrate with industrial systems. You will build backend services and frontend interfaces, collaborate with data scientists and product teams, and evaluate new technologies for ROI and feasibility.

The role requires 8+ years in ML, strong Python and AI framework skills, and experience with cloud platforms and containerization. Join a global team advancing industrial AI/OT solutions.