DeepSight is looking to improve the quality, accuracy, and interpretation of ultrasound images for their revolutionary Ultrasound system by developing and optimizing GPU algorithms and techniques related to ultrasound signal processing, image formation, and analysis.
Requirements
- Familiarity in ultrasound physics, signal and image processing, beamforming, simulation, algorithm development, or tool development
- Strong background in object-oriented programming, software architecture, and design patterns
- Proficiency with C++ programming
- Experience in concurrent/parallel programming-multithreading, multiprocessing, GPU acceleration (CUDA, CuPy, Numba, OpenCL, Halide)
- Deep familiarity with common developer tool sets, including source control, continuous integration, and automated unit testing
- PhD in Electrical/Biomedical engineering with a dissertation topic related to ultrasound imaging or therapy
- Experience with real-time software applications
Responsibilities
- Developing advanced beamforming techniques to enhance the spatial resolution and image quality of ultrasound scans.
- Designing algorithms for image enhancement, noise reduction, edge detection, and speckle reduction in ultrasound images.
- Developing algorithms for reconstructing 2D or 3D images from acquired ultrasound data. This involves handling data interpolation, scan conversion, and geometric transformations.
- Designing algorithms to extract relevant features and perform segmentation of structures or regions of interest in ultrasound images.
- Developing techniques to compensate for motion artifacts caused by patient movement or tissue motion during ultrasound scanning. This can involve image registration, motion estimation, and correction algorithms.
- Exploring the application of machine learning and artificial intelligence (AI) techniques to improve ultrasound image analysis, automate diagnosis, or assist in image interpretation tasks.
- Collaborating with systems and hardware engineers to optimize the integration of ultrasound imaging systems, ensuring efficient data acquisition, processing, and display.
Other
- BS in an engineering or computer science field
- Positive - a can-do attitude that helps you rise to challenges
- Collaborative - a team player who can effectively communicate with others
- 5+ years of experience in commercial software development
- Career-minded - looking for more than a job
