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Machine Learning Engineer

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Aptiv plc

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Location:
China , Shanghai

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Category:
IT - Software Development

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Contract Type:
Not provided

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Salary:

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Job Responsibility:

  • Develop and evaluate machine learning models for various AI applications, leveraging techniques such as supervised learning, unsupervised learning, and reinforcement learning
  • Conduct thorough model evaluation and validation, including performance metrics analysis, to ensure accuracy, reliability, and robustness
  • Utilize AutoML tools and techniques to automate feature engineering, model selection, and hyperparameter tuning for improved efficiency and scalability
  • Leverage cloud-based services and resources for data storage, processing, and analysis to support AI/ML workflows and pipelines
  • Integrate AI/ML solutions into existing CICD workflows, ensuring seamless integration with software development processes
  • Collaborate with cross-functional teams to understand product requirements, specifications, and constraints, ensuring alignment with automotive development practices
  • Analyze test results and make data-driven recommendations for model improvements and optimizations based on observed performance metrics
  • Implement continuous integration and delivery pipelines using Jenkins to automate build, test, and deployment tasks for AI/ML projects

Requirements:

  • Develop and evaluate machine learning models for various AI applications
  • Implement and optimize automated machine learning (AutoML) pipelines and frameworks
  • Utilize cloud computing platforms such as AWS, Azure, or Google Cloud
  • Implement continuous integration and continuous development (CICD) pipelines and practices
  • Apply knowledge of automotive product development processes and industry standards
  • Design and conduct A/B tests and experiments
  • Develop and orchestrate ML workflows using Kubeflow Pipelines
  • Implement continuous integration and delivery pipelines using Jenkins

Additional Information:

Job Posted:
February 20, 2026

Employment Type:
Fulltime
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