Asset Performance Optimization Expert

3 days ago


Bengaluru, Karnataka, India beBeePredictive Full time ₹ 25,00,000 - ₹ 30,00,000
Job Title: Asset Predictive Analytics Specialist

We are seeking a skilled professional to develop and implement predictive models using machine learning algorithms. The ideal candidate will have experience with AVEVA Predictive Analytics or similar solutions, strong understanding of mechanical systems and equipment, and proficiency in data analysis and statistical modeling.

Key Responsibilities:
  • Implement Asset Predictive Analytics (APA) for major rotating and static equipment, including compressors, pumps, gas turbines, steam turbines, motors, blowers, fans, fired heaters, distillation columns, transformers, and heat exchangers.
  • Collect and analyze data from sensors, maintenance logs, and operational data to identify trends, patterns, and anomalies related to equipment performance and potential failures.
  • Develop and implement predictive models using machine learning algorithms to forecast potential equipment failures.
  • Integrate predictive models into existing systems and workflows.
  • Collaborate with maintenance teams to optimize maintenance schedules and prevent unplanned downtime.
Requirements:
  • Bachelor's degree in Mechanical/Chemical Engineering or equivalent from a recognized university.
  • Minimum 5+ years' experience in APA in industrial sectors, preferably oil & gas.
  • Knowledge of reliability principles, tools, and methodologies.
  • Rich experience in AVEVA Predictive Analytics or similar solutions.
  • Strong understanding of mechanical systems and equipment.
  • Proficiency in data analysis and statistical modeling, including machine learning algorithms and data visualization.
  • Experience developing and implementing predictive models using machine learning algorithms.
  • Ability to communicate technical information to both technical and non-technical audiences.


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