Predictive Maintenance Engineer

2 days ago


Singapore Careers@Gov Full time

Careers@Gov is seeking a highly skilled Predictive Maintenance Engineer to lead our data science team in developing predictive algorithms and prognostics for decision support in areas of predictive maintenance of railway and digital asset management.

About the Role

As a Predictive Maintenance Engineer, you will be part of a multidisciplinary team working closely with teams from different disciplines within LTA, rail operators, and system manufacturers on the data and interfaces of rail assets. Your primary responsibility will be to develop and implement predictive models using machine learning techniques to improve asset management and maintenance outcomes over the lifecycle of assets.

You will work closely with stakeholders to understand business needs and translate them into technical requirements. You will also be responsible for reviewing technical submissions, participating in testing and commissioning of predictive/analytical decision support systems, and providing technical leadership to the team in matters of statistics, data science, MLOps, and data engineering.

For senior positions, you will be expected to provide guidance and mentorship to junior data scientists/analytics in the team, as well as contribute to the development of technical strategies and policies related to data science and predictive maintenance.

Responsibilities
  • Develop and implement predictive models using machine learning techniques
  • Work closely with stakeholders to understand business needs and translate them into technical requirements
  • Review technical submissions and participate in testing and commissioning of predictive/analytical decision support systems
  • Provide technical leadership to the team in matters of statistics, data science, MLOps, and data engineering
  • Guide and mentor junior data scientists/analytics in the team
Requirements
  • Tertiary qualification in Electrical, Electronics Engineering, Computer Science, Mechanical, Industrial Engineering, Sustainable Infrastructure Engineering or equivalent
  • Strong writing, presentation, coding, communication, and interpersonal skills
  • Team player with critical and logical thinking capability and must be able to work independently
  • Experience in (a) IT application, data analytics/machine learning, OR (b) System Engineering or Railway Engineering using data will be an advantage
What We Offer

We offer a competitive salary range of SGD 120,000 - 180,000 per annum, depending on experience, as well as opportunities for career growth and professional development. If you are a motivated and talented individual who is passionate about predictive maintenance and data science, we encourage you to apply.



  • Singapore Careers@Gov Full time

    Careers@Gov: Predictive Maintenance Data ScientistOverviewWe are seeking a skilled Predictive Maintenance Data Scientist to join our team at Careers@Gov. The successful candidate will play a crucial role in developing predictive algorithms and prognostics for decision support in areas of predictive maintenance of railway and digital asset...


  • Singapore Careers@Gov Full time

    Are you a data science expert looking to make a meaningful impact in the field of predictive asset management?About Our TeamCareers@Gov is dedicated to harnessing the power of data science to drive informed decision-making and improve outcomes for our community. As a member of our team, you will be part of a dynamic group of professionals working together to...


  • Singapore Careers@Gov Full time

    About UsCareers@Gov is a forward-thinking organization that aims to revolutionize the field of predictive maintenance and digital asset management.

  • Process engineer

    2 weeks ago


    Singapore The Chemical Engineer Full time

    Why Patients Need You Whether you are involved in the design and development of manufacturing processes for products or supporting maintenance and reliability, engineering is vital to making sure customers and patients have the medicines they need, when they need them. Working with our innovative engineering team, you'll help bring medicines to the...


  • Singapore Infineon Technologies Full time

    Job Description:In this role as Equipment Maintenance Specialist, you will be responsible for maintaining a group of Final Test Equipment in our Backend environment. Your key responsibilities include driving and improving equipment uptime performance to achieve target equipment efficiency, implementing maintenance cost, quality & yield improvement projects,...


  • Singapore ONE VOGUE PTE. LTD. Full time

    Roles & ResponsibilitiesJob Description: Responsible for maintaining, troubleshooting, and repairing all plant machinery. Perform regular check on mechanical equipment to keep equipment functioning at optimal efficiency. Insured the continuous implementation of a preventive maintenance program to control maintenance cost and improve equipment performance....


  • Singapore PORTCAST PTE. LTD. Full time

    About PORTCAST PTE. LTD.PORTCAST PTE. LTD. is a venture-backed startup that predicts global trade flows to help logistics and shipping companies increase profitability.Our VisionWe empower our customers with actionable and insightful data to build resilient supply chains.The RoleWe are seeking an Advanced Predictive Analytics Expert for Logistics and...


  • Singapore Singapore Post Full time

    Job OverviewSingapore Post is looking for a Business Intelligence Analyst to support our Engineering and Mail Information System teams. This role involves working with the Computerized Maintenance Management System (CMMS) to analyze maintenance data, predict component replacement, and minimize system downtime.About the RoleThis position requires strong...


  • Singapore Changi Airport Full time

    As a key member of the engineering team at Changi Airport, you will be responsible for the upkeep and maintenance of our Mechanical Systems, including air-conditioning systems, chiller plants, air handling units, mechanical ventilation systems, and more.You will play a crucial role in ensuring the optimal performance and efficiency of these systems, which is...


  • Singapore Tencent Full time

    About UsLevel Infinite is a leading global game publisher, offering a comprehensive network of services for games, development teams, and studios worldwide. Our mission is to deliver engaging gaming experiences to a global audience while fostering inclusivity, connection, and accessibility.We provide a wide range of services and resources to our network of...


  • Singapore Celanese Corporation Full time

    Job SummaryCelanese Corporation is seeking a highly skilled Senior Maintenance Engineer to join our team. As a key member of our maintenance team, you will be responsible for ensuring the reliability and efficiency of our fixed equipment.Key ResponsibilitiesSupport fixed equipment maintenance, including planned and unplanned maintenance, to meet all KPIs...


  • Singapore Recruitflash Pte. Ltd. Full time

    Our client is from the Oil and Gas industry. They are looking for a Senior Mechanical Engineer for the next phase of their business. They are located in West. Duties: Responsible for guiding the maintenance, troubleshooting, repair, commissioning, and substitution of mechanical or piping equipment within the Gas Engine Generators, as well as its additional...


  • Singapore Careers@Gov Full time

    Job SummaryThe role of Facilities Engineer at Careers@Gov involves planning, implementing, and maintaining Mechanical & Electrical (M&E) systems to meet organisational needs. This includes overseeing operations and maintenance of Electrical and Mechanical (M&E) systems, managing outsourced Integrated Facilities Maintenance (IFM) and Building Management...


  • Singapore Careers@Gov Full time

    Job DescriptionThe role of Facilities Engineer involves planning, implementing and maintaining Mechanical & Electrical (M&E) systems. We are looking for an experienced professional who can apply engineering principles and techniques to optimise M&E systems and meet the organisation's needs.Key Responsibilities:Oversee the operations and maintenance of...


  • Singapore WSH Experts Pte Ltd Full time

    Technical Officer, Mechanical MaintenanceResponsible for proper maintenance of gas turbine, generator and auxiliary systems as assigned by Head or Engineers in-charge. Perform troubleshooting, predictive, preventive and corrective maintenance to ensure plant equipment and systems run smoothly and efficiently. Identify, plan and initiate required actions to...


  • Singapore Changi Airport Full time

    Job SummaryAs a key member of the Changi Airport team, you will be responsible for overseeing the maintenance and improvement of mechanical systems within the airport's facilities. This includes managing projects, collaborating with stakeholders, and ensuring adherence to quality standards, health and safety regulations, and statutory requirements.Key...

  • Data Scientist

    4 weeks ago


    Singapore Tencent Full time

    Job OverviewLevel Infinite is seeking a skilled Data Scientist to join our team to develop advanced machine learning models for user churn prediction and LTV forecasting. The ideal candidate will have a strong theoretical understanding of machine learning, statistical analysis, and data modeling, with expertise in programming languages such as Python or R,...


  • Singapore Primech A&P Pte. Ltd Full time

    Responsibilities: Responsible for troubleshooting, repairing, servicing and maintaining machinery, equipment and systems both mechanically and electrically. Responsible for ensuring machinery and equipment run smoothly and reliably. Ability to perform preventive and predictive technical preventive maintenance is necessary. Maintain a proper machinery asset...


  • Singapore Professional Maintenance Systems Full time

    Job Description Takeda's Singapore biologics manufacturing facility focuses on manufacturing potentially life-saving medicines for patients suffering from rare blood disorders such as Hemophilia A and B. As part of the company's Biologics Operating Unit network, the site is Takeda's only biologics drug substance manufacturing facility in Asia....

  • Maintenance Technician

    2 months ago


    Singapore PRIMECH A & P PTE. LTD. Full time

    Roles & ResponsibilitiesJob Overview:Responsible for troubleshooting, repairing, servicing and maintaining machinery, equipment, systems both mechanically and electrically.Essential Responsibilities: Responsible for troubleshooting, repairing, servicing and maintaining machinery, equipment, systems both mechanically and electrically. Responsible for...