Machine Learning / GenAI Engineer

MINDTECK SINGAPORE PTE LTD

Woodlands, Singapore
Python or java proficiency
Tensorflow pytorch scikit-learn experience
Mlops tools mlflow docker kubernetes
The role focuses on leveraging machine learning and GenAI to optimize high-volume drive production environments aligned with Industry 4.0 principles

Job Summary

  • The role focuses on leveraging machine learning and GenAI to optimize high-volume drive production environments aligned with Industry 4.0 principles.
  • Candidates will build production-ready models for predictive maintenance, anomaly detection, and automated defect detection using deep learning.
  • This position requires translating research algorithms into scalable solutions while integrating AI models with factory control systems for real-time decision-making.

Matching Summary

Match Score: 75

The role focuses on leveraging machine learning and GenAI to optimize high-volume drive production environments aligned with Industry 4.0 principles.

Skills & Requirements

Must-have

  • Python or Java proficiency
  • TensorFlow PyTorch Scikit-learn experience
  • MLOps tools MLflow Docker Kubernetes
  • Predictive maintenance and anomaly detection
  • Sensor IoT data pipeline development
  • MES system integration knowledge

Nice-to-have

  • Strong problem-solving ability
  • Effective communication skills
  • Cross-functional team collaboration
  • Experience with computer vision
  • Natural language summary generation

Key Requirements

  • Proficiency in Python R or Java
  • Experience with MLOps best practices
  • Knowledge of SQL NoSQL databases
  • Understanding of manufacturing processes
  • Ability to work in fast-paced environment

Work Rights

Not specified

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