Predictive Maintenance Engineer

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
1-3 years
Ahmedabad
Data Science Analytics & Machine Learning
Work From Home
Full Time
Upto ₹0 - ₹0

Posted: 1 year ago
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Posted over 15 days ago, so the role may have closed. Confirm on the employer's page when you apply, or see similar jobs.

Job Description

What role you will play in team: You will develop and implement machine learning models for predictive maintenance of our infrastructure, reducing downtime and improving operational efficiency.

What you will do: You will collect and analyze sensor data, build and train predictive models, and integrate them into our existing maintenance systems.

Key responsibility:

  • Collect and preprocess sensor data from various sources.
  • Develop and train machine learning models for predicting equipment failures.
  • Integrate predictive models into existing maintenance systems.
  • Monitor model performance and make adjustments as needed.
  • Communicate findings and recommendations to stakeholders.
  • Collaborate with maintenance teams to improve operational efficiency.

Required Qualification and Skills:

  • Bachelor's degree in engineering, computer science, or a related field.
  • 1-3 years of experience in predictive maintenance or a related field.
  • Proficiency in Python and machine learning libraries (scikit-learn, TensorFlow, etc.).
  • Experience working with time-series data.
  • Strong analytical and problem-solving skills.

Benefits Included:

  • Competitive salary and benefits.
  • Opportunities for professional development and advancement.
  • Work on challenging and impactful projects.
  • Work from home option.

A Day in the Life: A typical day involves data analysis, model training, system integration, and collaboration with maintenance teams.

Skills

PythonMachine LearningPredictive MaintenanceTime Series AnalysisSensor Data

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About Company

The Land Transport Authority ( LTA ) is a statutory board under the Ministry of Transport of Government of Singapore and are responsible for planning, operating, and maintaining Singapore’s land transport infrastructure and systems.

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