Required Experience
2+ years
Skills Required
Deep learning algorithms & Python
Job Description
Job Summary
- 5C Network is building multi-modal AI for autonomous diagnosis of medical imaging. This role focuses on developing advanced AI models for medical imaging analysis using Computer Vision and Vision Language Models.
Key Responsibilities
- Develop and implement Computer Vision Models, VLM (Vision Language Models) and 3D models on CT and MRI scans to classify/segment/detect findings on the scans.
- Collaborate with top radiologists and AI scientists in India and US.
- Work with the Product and Engineering teams to operationalize the models.
- Contribute to cutting-edge research in medical image analysis and AI-assisted diagnostics
- Assist in writing and publishing academic papers in peer-reviewed journals and conferences.
Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, or related field.
- Demonstrated experience in training and deploying computer vision models.
- Prior experience or strong interest in healthcare AI applications.
- Excellent problem-solving and analytical skills.
- Strong communication skills and ability to work in a collaborative research environment.
Technical Requirements
- 2+ years experience in Deep Learning.
- Strong fundamentals in deep learning algorithms.
- 5+ yrs of experience as a business development manager, sales manager, or in a similar role.
- Proficiency in Python and the Deep Learning framework PyTorch.
- Experience with well-known computer vision architectures (e.g., ResNet, DenseNet, U-Net, Vision Transformers, V-Net, etc).
- In-depth knowledge of market dynamics.
- Experience in building deep learning architectures from scratch.
- Experience in Large Language Models.
- Experience in model pruning and quantization and in scaling model training and inference using GPUs.
