What are the responsibilities and job description for the Deep Learning Researcher in OCT and X-ray Angiography position at Whitridge Associates?
We are looking for a highly skilled Machine Learning Scientist to join our team at Whitridge Associates and contribute to the development of cutting-edge medical imaging technologies. The successful candidate will have expertise in 2D/3D segmentation and object detection using state-of-the-art methods in OCT and X-ray angiography.
**Job Description:**
- Develop and implement advanced algorithms for 2D/3D segmentation and object detection in medical imaging.
- Design and train neural networks on large-scale datasets, specifically in the context of OCT and X-ray angiography.
- Analyze experimental results and develop strategies to enhance model accuracy and scalability.
- Work on the integration of models into existing software systems, focusing on performance profiling and optimization.
- Collaborate across teams and organizations to advance research and implementation efforts.
**Requirements:**
- 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.
