GE HealthCare is looking to design, develop, and deploy machine learning models and supporting software for automated measurements, detection, and classification of anatomy in ultrasound imaging systems.
Requirements
- 4 years of experience writing Python and C++ code towards building robust, efficient, scaled-up software systems
- 4+ years of hands-on experience developing Machine Learning/ Deep Learning algorithms using PyTorch/TensorFlow/Keras
- Strong knowledge of Object-Oriented Analysis and Design, Software Design Patterns
- Proven hands-on experience in development and implementation of Image Processing/ Computer Vision algorithms
- Strong understanding of optimization techniques to run AI models on GPU
- Strong working knowledge of SQL for data querying.
- Experience with Software Configuration Management tools such as Perforce and Git.
Responsibilities
- Design and implement AI Features for GE Healthcare's Medical Ultrasound products, ensuring adherence to high standards of quality and performance.
- Author software requirements and design specifications, acting as a feature lead by managing scheduling, estimating efforts, and overseeing implementation.
- Develop and execute unit, integration, and system tests to validate design and implementation throughout development cycles.
- Define data collection plans aligned with regulatory and performance requirements.
- Develop annotation protocols for segmentation and caliper placement based on anatomical and workflow requirements working with Clinical partners
- Define image stratification categories, pathology/anatomy types, confounders and probe/system metadata to ensure AI model performance across variety.
- Collaborate with AI Scientists on model architecture decisions by providing key insights.
Other
- Must be willing to work onsite at least 3 days a week in Waukesha, Wisconsin
- We will not sponsor individuals for employment visas, now or in the future, for this job opening.
- For U.S. based positions only, the pay range for this position is $87,200.00-$130,800.00 Annual.
- GE HealthCare offers a competitive benefits package, including not but limited to medical, dental, vision, paid time off, a 401(k) plan with employee and company contribution opportunities, life, disability, and accident insurance, and tuition reimbursement.
- GE HealthCare will only employ those who are legally authorized to work in the United States for this opening.
