Job details
- Location
- Bedford, MA
- Work type
- Onsite
- Posted
- 3 days ago
- Apply on
- philips.wd3.myworkdayjobs.com
About this role
We are seeking a highly motivated Data & AI Engineer to curate, annotate and leverage medical imaging datasets to enable algorithm and model development in support of Philips' imaging capabilities across multiple clinical modalities to bring cutting-edge imaging solutions from concept to deployment.
## Your role
- Source, curate, and annotate X-ray coronary angiography datasets to support model development. Use simulated, clinical and phantom data to train and validate segmentation, classification, and reconstruction models.
- Collaborate with clinical, engineering, and data science teams to define imaging-related algorithmic solutions. Work closely with product managers, clinical partners, and QA to present updates and technical findings.
- Design, implement, and test image-processing algorithms in Python, Tensorflow and PyTorch, while supporting deployment and integration with a focus on software quality. Troubleshoot and debug performance issues as needed.
- Document code, algorithm designs, and validation methods to ensure transparency and reproducibility. Contribute to regulatory documentation and quality-assurance workflows related to algorithm development.
- Explore opportunities to learn GPU/CUDA optimization techniques. Demonstrate continuous improvement and actively share knowledge across teams.
## You're the right fit if
- You earned a bachelor's or master's degree in engineering, computer science, physics, mathematics, or biomedical imaging. Exposure to X-ray based coronary angiography is a strong plus.
- You have experience developing algorithms using Python and are highly familiar with deep learning frameworks such as PyTorch and Tensorflow, as well as building GUI-based data annotation and review tools using Tk or Napari.
- You have strong knowledge of signal or image-processing concepts and numerical methods.
- You have experience quantitatively validating algorithm performance using imaging datasets.
- You leverage your problem-solving, critical-thinking, and debugging abilities along with your clear written and verbal communication skills. You have attention to detail, especially in documenting code and technical decisions.
- You must be able to successfully perform the minimum Physical, Cognitive and Environmental job requirements with or without accommodation for this position.
## How we work together
For our office-based teams, this means working in-person at least 3 days per week. This is an office-based role.
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