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Predictive Maintenance Expert

3 weeks ago

Singapore beBeeData Full time
Job Title

Executive Engineer/Senior Data Analyst, Predictive Maintenance Team

Job Description

The Predictive Maintenance (PM) team is seeking a highly skilled Executive Engineer/Senior Data Analyst to develop and implement advanced predictive maintenance strategies using data-driven approaches.

The ideal candidate will leverage predictive analytics, sensor data, and machine learning techniques to forecast equipment failures and optimize maintenance schedules, maximizing asset reliability and minimizing downtime.

Responsibilities
  • Analyze historical and real-time sensor data to identify patterns, anomalies, and early signs of equipment deterioration.
  • Evaluate and select appropriate sensor technologies and data collection methods for effective predictive maintenance.
  • Optimize maintenance schedules based on predictive insights to minimize downtime and reduce maintenance costs.
  • Continuously calibrate and refine predictive models to improve accuracy and reduce false alarms.
  • Integrate data from various sources, such as IoT devices, sensors, and maintenance records, for comprehensive analysis.
  • Collaborate with data analysts, maintenance teams, and business stakeholders to implement predictive maintenance strategies.
  • Maintain accurate records of predictive model performance, maintenance actions, and equipment health status.
  • Stay updated with emerging predictive maintenance technologies and best practices, and lead initiatives to enhance predictive maintenance capabilities within the organization.
Qualifications & Work Experience
  • Degree in Mechanical / Electrical / Electronics Engineering / Computer Science / Computing or equivalent from a recognized institution.
  • Proven working experience in a predictive analytics role.
  • Previous Railway System experience would be advantageous.
Skills

Technical skills include:

  • Technical expertise in data science and its related workflow/process.
  • Knowledge of statistics and experience using statistical packages for analyzing datasets.
  • Competent in Python and AI/ML.

Generic skills include:

  • Strong planning skills and high conscientiousness.
  • Able to work independently and as a team effectively adjusting oneself flexibly to different work situations.
  • Fluent in written and oral communication skills in English.
  • Team player.
Benefits

As a valued member of our team, you can expect:

  • A competitive salary and benefits package.
  • Ongoing training and development opportunities.
  • The chance to work with a talented and diverse team.
  • The opportunity to make a meaningful contribution to the organization's success.
Why Join Us?

At SMRT, we are committed to providing safe, reliable, and efficient transportation services to our customers. We believe in investing in our people and creating a workplace that fosters growth, innovation, and collaboration.

We offer a range of benefits and programs to support your well-being and career goals, including:

  • Flexible work arrangements.
  • Professional development opportunities.
  • Employee recognition and reward programs.
  • A supportive and inclusive work environment.