Industrial AI Data Scientist for Predictive Maintenance

SEARCH STAFFING SERVICES PTE. LTD.; Singapore; On-site; SGD 120,000 - 190,000; Full time

Job summary

SEARCH STAFFING SERVICES PTE. LTD. seeks a Data Scientist for Predictive Maintenance & Condition Monitoring in Singapore.

You will work with high-frequency sensor data, especially vibration signals, to build AI/ML solutions for predictive maintenance and RUL estimation across industrial equipment. The ideal candidate has 5+ years in AI/ML, strong data science and signal processing expertise, Python proficiency, and a track record of deploying end-to-end projects with industrial relevance.

Qualifications

• Bachelor's/Master's/PhD in Computer Science, Electrical Engineering, Mechanical Engineering, Mathematics, Statistics, Physics, or related field.
• Minimum 5 years hands-on experience in AI/ML algorithm development, deployment, and industrial predictive maintenance applications.
• Proven track record delivering at least two end-to-end project lifecycles from data acquisition to deployment.
• Strong knowledge of data science, machine learning, signal processing, and time-series analytics, with Python proficiency.
• Familiarity with vibration analysis, predictive maintenance, and condition monitoring; MIBoC vibration methodologies certification is a plus.
• Experience with cloud platforms (AWS, Azure, GCP) and independent work in fast-paced environments.

Responsibilities

• Analyze vibration signals from rotating machinery using sensing solutions and condition monitoring systems.
• Perform feature extraction and signal analysis in time, frequency, and time-frequency domains.
• Develop, deploy, and optimize AI/ML models for predictive maintenance and RUL estimation.
• Evaluate emerging technologies and foundation models for industrial AI and maintenance.
• Lead vibration-based predictive maintenance projects as technical focal point with subcontractors and system integrators.

Skills

Data science

Machine learning

Signal processing

Time-series analytics

Python

Education

Bachelor's/Master's/PhD in Computer Science

Bachelor's/Master's/PhD in Electrical Engineering

Bachelor's/Master's/PhD in Mechanical Engineering

Bachelor's/Master's/Physics/Statistics/Math

Tools

Python

AWS

Azure

GCP

Job description

SEARCH STAFFING SERVICES PTE. LTD. seeks a Data Scientist for Predictive Maintenance & Condition Monitoring in Singapore.

You will work with high-frequency sensor data, especially vibration signals, to build AI/ML solutions for predictive maintenance and RUL estimation across industrial equipment. The ideal candidate has 5+ years in AI/ML, strong data science and signal processing expertise, Python proficiency, and a track record of deploying end-to-end projects with industrial relevance.