Staff Software Engineer, GPU Algorithms
DeepSight Technology
- Santa Clara, CA
- $170,000-220,000 per year
- Permanent
- Full-time
- Competitive salary of $170,000-$220,000
- Stock options
- Medical, dental, and vision insurance
- 401(k) retirement plan
- 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.
- Implement proposed solutions using C++ and CUDA programming languages.
- BS in an engineering or computer science field
- 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
- Passionate about medical devices, with excellent communication and teamwork skills
- PhD in Electrical/Biomedical engineering with a dissertation topic related to ultrasound imaging or therapy
- 5+ years of experience in commercial software development
- Experience in medical imaging product development (FDA regulated)
- Experience with real-time software applications
- Experience interfacing with hardware components and systems
- Knowledge of DICOM and HL7
- Positive - a can-do attitude that helps you rise to challenges
- Collaborative - a team player who can effectively communicate with others
- Attentive to detail - nothing gets by you
- Efficient with a knack for effectively prioritizing tasks and managing your time
- Proud of your work and real desire to do quality work
- Career-minded - looking for more than a job
- Empathetic - a mindset of producing quality products that help people