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🥝 AI Machine Learning Engineer - Predictive Maintenance focus

Freelanceshop | singapore, Singapore | Posted May 25, 2026

Job Description

Job Summary Startup Inno is seeking a highly skilled and innovative
AI Machine Learning Engineer
with a strong focus on
Predictive Maintenance
to join our growing technology team. In this role, you will design, develop, and deploy intelligent machine learning models that analyze large-scale industrial data to predict equipment failures, optimize asset performance, and reduce operational downtime.
You will work at the intersection of data science, artificial intelligence, and industrial engineering, collaborating closely with product managers, data engineers, and domain experts to build cutting-edge predictive systems for real-world applications across manufacturing, energy, logistics, and smart infrastructure.
Key Responsibilities
Design, develop, and deploy machine learning models for predictive maintenance and anomaly detection.
Analyze time-series and sensor data from industrial equipment to identify failure patterns and performance issues.
Build end-to-en...

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