Innovation and Technology Specialist

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

Job Description

• 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
  

Job Responsibilities

• 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
  

By responding to Yokogawa's advertisement, consent is considered given to Yokogawa to collect the required personal data for the purpose of recruitment with expectation that Yokogawa will protect personal data with security safeguards that are reasonable and appropriate to the sensitivity of the personal data, to protect it from unauthorized access, use or disclosure and complies with applicable regulatory requirements with respect to the retention of personal data.

We regret to inform that only shortlisted candidates will be notified.

Yokogawa is an Equal Opportunity Employer. Yokogawa wants a diverse, equitable and inclusive culture.We will actively recruit, develop, and promote people from a variety of backgrounds who differ in terms of experience, knowledge, thinking styles, perspective, cultural background, and socioeconomic status.We will not discriminate based on race, skin color, age, sex, gender identity and expression, sexual orientation, religion, belief, political opinion, nationality, ethnicity, place of origin, disability, family relations or any other circumstances. Yokogawa values differences and enables everyone to belong, contribute, succeed, and demonstrate their full potential.