Demo

Software Developer - CUDA

L&T Technology Services
Waukesha, WI Full Time
POSTED ON 3/3/2025
AVAILABLE BEFORE 6/3/2025

Key Responsibilities :

  • Design and implement efficient parallel algorithms leveraging CUDA to accelerate processing of large datasets in healthcare applications such as medical imaging, genomics, and predictive analytics.
  • Work with healthcare data (such as medical images, patient records, and clinical data) to optimize data throughput and reduce processing times, ensuring faster and more accurate results.
  • Collaborate with data scientists, machine learning engineers, and healthcare professionals to translate complex problems into optimized solutions for high-performance computing environments.
  • Develop and maintain software frameworks and libraries for GPU-accelerated applications in healthcare.
  • Conduct performance tuning, profiling, and optimization to maximize the efficiency of CUDA-based applications.
  • Perform unit and integration testing, troubleshooting, and debugging for GPU-accelerated healthcare solutions.
  • Stay up-to-date with the latest advancements in GPU computing and CUDA technologies, and identify new opportunities for optimization and innovation.
  • Document technical specifications, processes, and code to ensure knowledge sharing and maintainability of the codebase.
  • Ensure that healthcare applications meet regulatory standards for data security, privacy (HIPAA compliance), and patient confidentiality.

Qualifications :

  • Bachelor’s degree in Computer Science, Engineering, or a related field. Master’s degree preferred.
  • 3 years of experience in CUDA programming and GPU optimization, with a focus on high-performance computing.
  • Strong proficiency in C / C and hands-on experience with CUDA programming and profiling tools (e.g., Nsight, Visual Profiler).
  • Experience with medical imaging libraries (e.g., ITK, VTK, OpenCV) and healthcare-related data processing is a plus.
  • Solid understanding of parallel computing concepts and performance optimization techniques.
  • Familiarity with machine learning frameworks such as TensorFlow, PyTorch, or similar, particularly for healthcare applications.
  • Experience with healthcare data formats (e.g., DICOM, HL7) is a plus.
  • Strong problem-solving skills, attention to detail, and ability to work in a fast-paced and collaborative environment.
  • Knowledge of cloud platforms (AWS, Google Cloud, Azure) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
  • Knowledge of healthcare industry standards, including HIPAA regulations, is preferred.
  • Soft Skills :

  • Excellent communication and teamwork skills to collaborate with multidisciplinary teams.
  • Strong analytical and critical thinking capabilities.
  • Adaptability and a willingness to learn new technologies and tools in the healthcare domain.
  • The expected salary range for this position is between $60,000 to $1,15,000 annually. The actual salary may vary based upon several factors including, but not limited to, relevant skills / experience, time in role, base salary of internal peers, prior performance, business line, and geographic / office location.

    Salary : $60,000 - $115,000

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