We are seeking a Senior Machine Learning Software Developer to play a key role in the design, development, and delivery of advanced AI systems for cardiovascular imaging applications. This role is ...
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Senior Machine Learning Software Engineer information
What is the difference between Senior Machine Learning Software Engineer vs Data Scientist?
| Aspect | Senior Machine Learning Software Engineer | Data Scientist |
|---|---|---|
| Credentials | Bachelor's or Master's in CS, ML, or related; experience with ML frameworks | Bachelor's or Master's in Data Science, Statistics, or related; strong analytical skills |
| Work Environment | Develops ML models, integrates algorithms into products, collaborates with engineering teams | Analyzes data, builds statistical models, visualizes insights, collaborates with business teams |
| Industry Usage | Tech, finance, healthcare, e-commerce | Research, finance, marketing, healthcare |
While both roles involve working with data and algorithms, Senior Machine Learning Software Engineers focus on developing and deploying scalable ML models within software systems, whereas Data Scientists primarily analyze data to generate insights and inform business decisions.
What are the key skills and qualifications needed to thrive as a Senior Machine Learning Software Engineer, and why are they important?
What is a Senior Machine Learning Software Engineer?
What are some common challenges Senior Machine Learning Software Engineers face when deploying models to production?
Full-time
PTO
Posted 26 days ago
Job description
About Circle Cardiovascular Imaging:
Circle's vision is to enable healthier Lives through better imaging by transforming cardiac magnetic resonance imaging (MR) and other advanced imaging technologies to improve Cardiovascular Care. Circle Cardiovascular' s CVI42 is the Cardiac MR market leader imaging processing software.
Circle Cardiovascular Imaging (Circle) designs, builds, and implements the best-in-class cardiovascular Magnetic Resonance Imaging solutions. At the heart of everything we do is our unrelenting drive to continually offer better solutions for healthcare providers that improve healthcare outcomes. This fuels our creativity, informs our decisions and it is the reason we are passionate about our work and most importantly why we are successful. We are careful stewards of resources focused on optimizing both customer and investor value. We strive to make Circle a place where employees are highly valued, engaged, and have opportunities for professional development. Our roots are medical and digital, our passion is contagious, and our people are amongst the best.
Position Overview:
We are seeking a Senior Machine Learning Software Developer to play a key role in the design, development, and delivery of advanced AI systems for cardiovascular imaging applications. This role is suited for an experienced, self-directed developer with deep expertise in medical image processing, machine learning, and production software development.
The Senior Machine Learning Software Developer will report to the Director, Artificial Intelligence
Development.
General Responsibilities:
- Design, implement, and deploy high-performance deep learning models for complex biomedical imaging tasks, including 3D medical image segmentation, geometric
analysis, registration, and related applications. - Take ownership of large ML software components or scientific modules, including architecture, implementation, optimization, validation, and integration into production
workflows. - Develop clean, efficient, well-tested code in Python and/or C++, with a strong focus on maintainability, scalability, and software engineering best practices.
- Work independently on challenging technical problems, evaluate trade-offs, and make recommendations that influence project direction, system design, and implementation strategy.
- Contribute to high-impact research and development efforts, including work that may lead to publications in peer-reviewed conferences such as MICCAI, ICLR, CVPR or similar venues.
- Mentor junior developers and researchers on software development practices, ML engineering workflows, medical imaging challenges, and model validation standards.
- Stay current with advances in medical imaging AI, deep learning, and scientific software development, and introduce relevant methods into the team's technical roadmap.
Required Skills/Experience:
- 4+ years of post-academic professional experience designing, building, and deploying machine learning systems for biomedical, medical imaging, or related scientific applications.
- Strong experience with medical imaging data, standards, and workflows, including DICOM and relevant medical imaging libraries or toolkits.
- Proven ability to architect, implement, and own end-to-end ML systems, from data ingestion and preprocessing through training, validation, deployment, and monitoring.
- Advanced programming skills in Python and/or C++, with hands-on experience using at least one major deep learning framework such as PyTorch or TensorFlow.
- Strong understanding of deep learning methods for medical imaging, including segmentation, classification, registration, reconstruction and geometric modeling.
- Demonstrated ability to work independently on complex technical assignments with minimal supervision.
- Strong software engineering foundation, including Git-based version control, automated testing, code review, documentation, debugging, and clean code practices.
- Ability to evaluate the downstream impact of design and implementation choices on other projects, systems, and product teams.
- Clear communication skills, with the ability to explain technical decisions, trade-offs, and risks to both technical and cross-functional stakeholders.
Preferred Skills/Experience:
- Experience with scalable ML infrastructure, model serving, experiment tracking, data pipelines, containerization, or MLOps practices.
Educational Requirements:
- MSc or PhD in Engineering, Applied Mathematics or Computer Science.
About the Benefits:
- Competitive compensation and vacation
- Flexible working arrangements
- Employee Wellness Program
- Professional development and tuition reimbursement program
- Gratifying internal recognition/kudos programs
- Annual salary review - based on company and individual performance
- Fun, inclusive, ego-free environment where diversity and individual thoughts are encouraged and valued
Upon joining Circle CVI, you will be welcomed into a collaborative and supportive company with uncompromising values on quality, innovation, culture, and customer service. Join us in changing the medical technology world and submit your application below!
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