Radformation

Machine Learning Engineer

Radformation

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $130,000 - $185,000 per year

Job Level

Mid-LevelSenior

Tech Stack

AzureCloudETLJavaPythonPyTorchTensorflow

About the role

  • Write and maintain ETL pipelines for clinical and imaging data
  • Build, train, and test machine learning models to support oncology workflows
  • Support FDA submissions by contributing to documentation and testing
  • Participate in design reviews, risk and hazard analyses, and other formal processes
  • Collaborate with the cloud team to troubleshoot deployed systems
  • Work closely with the AI team to address model issues and propose improvements
  • Attend daily stand-ups and related project meetings

Requirements

  • BS in computer science, mathematics, statistics, or related field with 3+ years of experience, or MS with 1+ years of experience
  • Expert programming skills in Python
  • Experience with other high-level languages such as C#, C++, or Java (desirable)
  • Fluent with PyTorch and TensorFlow
  • Hands-on experience with building, training, and tuning machine learning models
  • Experience building convolutional neural networks (CNNs), particularly U-Net
  • Proficient with code repositories such as Bitbucket, GitHub, or Azure DevOps
  • Strong knowledge of Git for version control