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Jobs or company...

Executive/Senior Engineer, Engineering Data Analytics Center (EDAC)

Salary undisclosed
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Job PurposeSMRT Trains Ltd is a leading multi-modal public transport operator in Singapore. With a commitment to providing safe, reliable, and efficient transportation services, SMRT plays a crucial role in Singapore's urban mobility landscape.The role of an Executive Engineer/Senior Engineer in the Predictive Maintenance (PM) team involves the development and implementation of advanced predictive maintenance strategies using data-driven approaches. The Executive Engineer/Senior Engineer is responsible for leveraging predictive analytics, sensor data, and machine learning techniques to forecast equipment failures and optimize maintenance schedules, thereby maximizing asset reliability and minimizing downtime.ResponsibilitiesThe duties and responsibilities of Executive Engineer/Senior Engineer, PM are as listed below:
  • 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
  • Previous Railway System experience would be advantageous
SkillsTechnical 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 on 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
SMRT Trains Ltd was incorporated in 1987 and operates Singapore's first mass rapid transit system. Today, we manage and operate train services on the North-South Line, East-West Line, the Circle Line, the Thomson-East Coast Line, and the Bukit Panjang Light Rail Transit. With over 5,000 employees, more than 250 trains, and 141 km of rail tracks across 108 stations, we serve millions of commuters daily.About SMRT CorporationSMRT Corporation Ltd (SMRT) is a public transport services provider. Our primary business is to manage and operate train services on the North-South Line, the East-West Line, the Circle Line, the new Thomson East-Coast Line and the Bukit Panjang Light Rail Transit. This is complemented by our bus, taxi and private hire vehicle services.An exciting and rewarding career is waiting for you at SMRT. Join us and embark on a journey that matters. You Matter – we take care of you and your well-being. Your Work Matters – your ideas and contributions work towards building the future of our transport system and create positive impacts to the community. Your Development Matters – we offer diverse careers and learning opportunities for our people to grow you to the fullest of your potential.Come onboard the SMRT journey today.Vision
Moving People. Enhancing LifestylesCore Values
Respect, Integrity, Safety & Service, Excellence
Job PurposeSMRT Trains Ltd is a leading multi-modal public transport operator in Singapore. With a commitment to providing safe, reliable, and efficient transportation services, SMRT plays a crucial role in Singapore's urban mobility landscape.The role of an Executive Engineer/Senior Engineer in the Predictive Maintenance (PM) team involves the development and implementation of advanced predictive maintenance strategies using data-driven approaches. The Executive Engineer/Senior Engineer is responsible for leveraging predictive analytics, sensor data, and machine learning techniques to forecast equipment failures and optimize maintenance schedules, thereby maximizing asset reliability and minimizing downtime.ResponsibilitiesThe duties and responsibilities of Executive Engineer/Senior Engineer, PM are as listed below:
  • 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
  • Previous Railway System experience would be advantageous
SkillsTechnical 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 on 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
SMRT Trains Ltd was incorporated in 1987 and operates Singapore's first mass rapid transit system. Today, we manage and operate train services on the North-South Line, East-West Line, the Circle Line, the Thomson-East Coast Line, and the Bukit Panjang Light Rail Transit. With over 5,000 employees, more than 250 trains, and 141 km of rail tracks across 108 stations, we serve millions of commuters daily.About SMRT CorporationSMRT Corporation Ltd (SMRT) is a public transport services provider. Our primary business is to manage and operate train services on the North-South Line, the East-West Line, the Circle Line, the new Thomson East-Coast Line and the Bukit Panjang Light Rail Transit. This is complemented by our bus, taxi and private hire vehicle services.An exciting and rewarding career is waiting for you at SMRT. Join us and embark on a journey that matters. You Matter – we take care of you and your well-being. Your Work Matters – your ideas and contributions work towards building the future of our transport system and create positive impacts to the community. Your Development Matters – we offer diverse careers and learning opportunities for our people to grow you to the fullest of your potential.Come onboard the SMRT journey today.Vision
Moving People. Enhancing LifestylesCore Values
Respect, Integrity, Safety & Service, Excellence