24 hours ago
Longmont, CO, USASenior
Base Salary
$152k - $228k/yr
Responsibilities
- Analyze AI-based medical imaging pipelines, including their clinical objectives, algorithms, computational requirements, and practical limitations.
- Collaborate with research and industry partners to design and build AI models for medical imaging.
- Build or modify imaging pipeline components across ultrasound, CT, MRI, and X-ray modalities.
- Prepare, preprocess, and validate imaging data according to data-handling and privacy procedures.
- Integrate and evaluate models for reconstruction, segmentation, detection, classification, and tracking.
- Measure and profile latency, throughput, occupancy, memory use, and other model and pipeline performance metrics.
- Develop agentic frameworks that help domain experts target AMD devices at the algorithm and graph-design level.
- Develop prototypes, scripts, tests, technical documentation, and recommendations, and present findings to internal and external collaborators.
Requirements
- Strong programming skills in Python and experience with C++ or another high-performance computing language.
- Hands-on experience implementing machine learning or deep learning models for imaging applications.
- Experience with agentic design flows and AI coding tools such as Claude.
- Understanding of image processing and common medical imaging concepts.
- Experience profiling, debugging, and improving computational software.
- Ability to work independently on defined technical problems and collaborate across medical and engineering disciplines.
- Clear written and verbal communication skills.
- Preferred qualifications include in-depth experience with ultrasound, CT, MRI, or X-ray; SimpleITK, ITK, MONAI, OpenCV, DICOM, or NIfTI; PyTorch or TensorFlow; inference optimization; GPU profiling; real-time, embedded, or GPU-accelerated pipelines; and clinical or regulated data workflows.
- A preferred Master's or PhD in Biomedical Engineering, Computer Science, Computer Engineering, Electrical Engineering, Medical Physics, or a related discipline, or equivalent practical experience.
Categories
About AMD
AMD designs and sells CPUs, GPUs, and adaptive/embedded computing products for PCs, data centers, gaming, and edge devices. Its portfolio includes Ryzen and EPYC processors, Radeon and Instinct graphics, and adaptive SoCs from its Xilinx acquisition, sold to OEMs, cloud providers, and device makers. Founded in 1969 and headquartered in Santa Clara, it is a public company on NASDAQ and supplies semi-custom chips for major game consoles.