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Data Scientist - Computer Vision
Posted 3 days agoViewed
💎 Seniority level: Middle, 3+ years
🔍 Industry: Healthcare
🏢 Company: HeadChannel👥 11-50OutsourcingInformation TechnologySoftware
⏳ Experience: 3+ years
Requirements:
- 3+ years of experience working with computer vision models in a real-world application.
- Strong programming skills in Python, with experience using TensorFlow, PyTorch, OpenCV, or similar frameworks.
- Experience in medical imaging, 3D render processing, or dental diagnostics is highly desirable.
- Proficiency in deep learning architectures (CNNs, GANs, Transformers, etc.).
- Familiarity with data labeling techniques and synthetic data generation.
- Strong understanding of model evaluation, bias detection, and continuous training methodologies.
- Experience working with cloud-based AI/ML platforms (AWS SageMaker, Google AI, etc).
Responsibilities:
- Model Optimization: Improve the inference engine’s results by fine-tuning models.
- Data Annotation & Training: Work with annotated datasets to develop AI models.
- Computer Vision Algorithms: Implement and improve machine learning algorithms.
- Performance Evaluation: Analyze model performance, adjusting hyperparameters and feature selection to maximize accuracy and efficiency.
- Collaboration: Work alongside software engineers.
- Pipeline Development: Develop automated workflows for training, testing, and deploying computer vision models.
- Research & Development: Stay up to date with the latest advancements in deep learning, neural networks, and AI-driven medical imaging.
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