Backend, MLOps Engineer

Do you dream of pushing the boundaries of medical imaging? is a small, rapidly growing startup developing cutting-edge MRI technology. We’re looking for a passionate and talented MLOps Engineer focused on the infrastructure for our ML development.

In this role, you will focus on:

  1. Model Pipeline
    • Deploy models into production environments and manage their lifecycle.
    • Ensure that ML algorithms are performing as expected and meet business requirements.
    • Interface between the ML and platform teams
    • Strive for highly scalable, efficient, and easy-to-maintain ML systems.

  2. Automation and Scalability
    • Establish and maintain a platform catered to a small company that facilitates the entire ML workflow including
      • Model prototyping
      • Data tracking for datasets, models, and annotations
      • Training experiment tracking
      • Deployment for our clinical workstations
      • Model or data updates
    • Implement robust and scalable solutions to handle large-scale data pipelines
    • Integrate with CI/CD pipelines

You’re a perfect fit if you have:

    • High proficiency in Python .
    • Experience with building and managing self-hosted ML pipelines using tools like MLFLow, Weights and Biases, ClearML , or others.
    • Experience with cloud platforms

Qualifications and Skills:

  • Excellent problem-solving and communication skills and the ability to work both independently and in a team.
  • Bachelor’s or Master’s degree in Computer Science , Data Science, or a related field.
  • Experience with medical imaging formats and tools including DICOM , NIfTI , and NRRD .
  • High proficiency with TensorFlow and PyTorch frameworks.
  • Strong background in machine learning , data engineering, and software development.

Bonus points for:

  • A strong understanding of software development best practices (e.g., version control, unit testing)
  • Experience with machine learning in MRI
  • On-site work is strongly preferred
  • Enthusiasm for building something groundbreaking!
To Apply
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