Backend, MLOps Engineer
Vista.ai
Software Engineering
Posted on Dec 12, 2024
Do you dream of pushing the boundaries of medical imaging? Vista.ai 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:
- 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.
- 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
- Establish and maintain a platform catered to a small company that facilitates the entire ML workflow including
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
-
- Ready to take your career to the next level? Apply today at apply@vista.ai
- Ready to take your career to the next level? Apply today at apply@vista.ai