What are the responsibilities and job description for the Senior AI Engineer for Image Segmentation position at Whitridge Associates?
As a Machine Learning Scientist at Whitridge Associates, you will play a key role in advancing medical imaging technologies. Your expertise in 2D/3D segmentation and object detection using state-of-the-art methods in OCT and X-ray angiography will be crucial in driving innovation and improving patient care.
**Responsibilities:**
- Develop and implement advanced image analysis techniques for medical imaging applications.
- Train and deploy neural networks on large-scale datasets, specifically in the context of OCT and X-ray angiography.
- Conduct thorough analysis of experimental results and develop strategies to enhance model accuracy and scalability.
- Collaborate with cross-functional teams to integrate models into existing software systems, focusing on performance profiling and optimization.
- Contribute to the development of new research areas and collaborations within the organization.
**Qualifications:**
- Educational Background: An MS or PhD in Engineering, Computer Science, or a related field.
- Experience: A minimum of 5 years of relevant experience (or 2 years with a PhD).
- Deep Learning Expertise: Extensive experience with deep learning and computer vision techniques.
- Advanced AI/ML Knowledge: Proficiency in foundational models, generative AI, and various learning paradigms.
- Technical Skills: Hands-on experience with frameworks like TensorFlow and PyTorch for deep neural network training.
- Theoretical Knowledge: Strong understanding of computer vision and machine learning principles.
