GenAI & ML Engineer for Smart Manufacturing

MINDTECK SINGAPORE PTE LTD; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

A leading technology solutions provider in Singapore is seeking a Machine Learning/GenAI Engineer to focus on Smart Manufacturing and AI Solutions. The role involves developing machine learning models, integrating AI with factory systems, and collaborating with cross-functional teams to optimize production processes. Ideal candidates will have proficiency in Python, strong knowledge of machine learning algorithms, and experience with MLOps tools. This position offers opportunities for innovation and impact in an advanced manufacturing environment.

Qualifications

• Proficiency in Python, R, or Java; experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn).
• Understanding of manufacturing processes and industrial automation technologies.
• Strong problem-solving ability and effective communication skills.

Responsibilities

• Build and implement machine learning models for predictive maintenance and anomaly detection.
• Develop GenAI applications for reporting and chatbots.
• Integrate AI models with factory control systems for real-time decision-making.

Skills

Proficiency in Python

Proficiency in R

Proficiency in Java

Machine learning frameworks (TensorFlow, PyTorch, Scikit-learn)

Statistical methods

MLOps tools (MLflow, KServe, Docker, Kubernetes)

Data preprocessing

Feature engineering

Tools

MLflow

Docker

Kubernetes

SQL

NoSQL

Job description

A leading technology solutions provider in Singapore is seeking a Machine Learning/GenAI Engineer to focus on Smart Manufacturing and AI Solutions. The role involves developing machine learning models, integrating AI with factory systems, and collaborating with cross-functional teams to optimize production processes. Ideal candidates will have proficiency in Python, strong knowledge of machine learning algorithms, and experience with MLOps tools. This position offers opportunities for innovation and impact in an advanced manufacturing environment.