Senior AI/ML Engineer

BLAZECORP PTE. LTD.

Singapore, Singapore
Python programming proficiency
Tensorflow pytorch scikit-learn experience
Mlops tools mlflow docker kubernetes
This role focuses on leveraging machine learning and GenAI to optimize production yield and reduce downtime in a high-volume environment

Job Summary

  • This role focuses on leveraging machine learning and GenAI to optimize production yield and reduce downtime in a high-volume environment.
  • Candidates will design scalable models for predictive maintenance and integrate them with factory control systems for real-time decision-making.
  • The position requires translating research algorithms into production-ready solutions using MLOps best practices and CI/CD pipelines.

Matching Summary

Match Score: 75

This role focuses on leveraging machine learning and GenAI to optimize production yield and reduce downtime in a high-volume environment.

Skills & Requirements

Must-have

  • Python programming proficiency
  • TensorFlow PyTorch Scikit-learn experience
  • MLOps tools MLflow Docker Kubernetes
  • Predictive maintenance and anomaly detection
  • Data pipeline development for IoT sensors
  • MES system integration expertise
  • Computer vision for defect detection

Nice-to-have

  • Strong analytical thinking capabilities
  • Effective verbal communication skills
  • Cross-functional team collaboration
  • Experience with Industry 4.0 principles
  • Ability to manage multiple priorities
  • Natural language summary generation skills

Key Requirements

  • Proficiency in Python R or Java
  • Hands-on experience with deep learning architectures
  • Knowledge of SQL and NoSQL databases
  • Understanding of manufacturing processes and MES
  • Experience with cloud platforms for deployment

Work Rights

Not specified

Tailored Resume

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