AI Engineer – Predictive Maintenance & Real-Time IoT

Talent Link by e2i; Singapore; On-site; SGD 70,000 - 120,000; Full time

Job summary

Talent Link by e2i invites a data scientist to join our startup-focused Industry Partner programme. The role involves developing predictive maintenance AI models, processing sensor data, deploying models to production, and collaborating with engineers to improve data pipelines.

You will stay current with AI research, create experiments with real machine data, and contribute to reliable on-site IoT deployments and field installations across client sites in Singapore.

Responsibilities

• Design and implement ML/DL models for Predictive Maintenance applications.
• Analyze, understand, and pre-process sensor data streams to identify patterns predicting failures.
• Deploy AI models to production environments and monitor performance.
• Collaborate with engineers to improve data pipelines and model accuracy.
• Research and translate state-of-the-art AI techniques into deployable solutions.
• Develop tools to monitor model behavior in real-time and ensure reliability.
• Document models and plans for IoT deployments, installations, and client-site requirements.

Job description

Talent Link by e2i invites a data scientist to join our startup-focused Industry Partner programme. The role involves developing predictive maintenance AI models, processing sensor data, deploying models to production, and collaborating with engineers to improve data pipelines.

You will stay current with AI research, create experiments with real machine data, and contribute to reliable on-site IoT deployments and field installations across client sites in Singapore.