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FEA Engineer

3 months ago

Cupertino, United States Zolon Tech Inc. Full time

Job Description:

  • FEA Engineer / Software Engineer / Machine Learning Engineer
  • We are seeking a skilled engineer to support product design and FEA development.
  • The ideal candidate will have a strong understanding of both FEA and modern deep learning techniques, hands-on experience in designing and training Client models, and a proven record of deploying models in relevant applications such as computer vision.
  • The role will involve FEA data processing, organizing datasets, managing the lifecycle of Client models, documenting details, and communicating with cross-functional teams.

Responsibility:

  • Develop data pipelines from simulation results to Client datasets
  • Deploy Client models into production environment ensuring seamless integration with existing codebase.
  • Experiment with new algorithms and tools to enhance model performance.
  • Create detailed documentation of data processing, model architecture, and training/test results.
  • Provide regular updates and reports.
  • Education:
  • Bachelor's degree in Computer Science, Data Science, Mechanical Engineering, or a related field.
  • Master's degree or higher are preferred. A Ph.D. is a strong plus.

Required Skills:

  • Proficiency in Python
  • Strong experience in Client frameworks and libraries such as PyTorch or TensorFlow.
  • Knowledge of FEA, including element technologies and material models.
  • Solid understanding of deep learning architectures such as CNN, RNN, and transformers.
  • Hands-on experience with large-scale data processing and analysis.

Preferred Skills:

  • Experience in a specific Client application such as computer vision.
  • Experience with FEA software (e.g., Abaqus) and scripting.
  • Experience with cloud platforms (e.g., AWS, Google Cloud) for training and deployment.
  • Familiarity with code collaboration and version control systems (e.g., Git).