Postdoc, Data Science AI/ML - Computer Vision - Microscopy
US064 CA San Diego - 3210 Merryfield Row, United States
USD 79K-127K Mid-level Full Time
Tasks
- Apply deep learning to histopathology images
- Collaborate with cross-functional teams
- Communicate technical methods and findings
- Define research scope and questions
- Develop computer vision solutions for microscopy
- Extract insights from unstructured microscopy images
- Implement state-of-the-art techniques
- Prepare and draft scientific manuscripts
- Refine deep learning algorithms for tissue quantification
Perks/Benefits
- N/A
Skills/Tech-stack
Adversarial Networks | Color Transformation | Computer Vision | Convolutional Neural Networks | Deep learning | Edge detection | Few-Shot Learning | Few-shot | Foundation Models | Generative Adversarial Networks | Histopathology | Image Processing | Image analysis | Medical Image Analysis | Microscopy | Morphological Processing | Neural Networks | Panoptic segmentation | PyTorch | Python | Random Forests | Recurrent Neural Networks | Self-Supervised Learning | Self-supervised | Supervised Learning | Support Vector Machines | TensorFlow | Thresholding | Transformers | Vector machines | Weakly-Supervised Learning | Zero-Shot | Zero-shot Learning
Education
Roles
Data Scientist | Postdoctoral Researcher | Researcher | Scientist
Regions
Countries
States
Cities
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