Image Anomaly and Forgery Detection Specialist
2 weeks ago
Job Summary:
DataFlow Group is seeking a highly skilled Image Anomaly and Forgery Detection Specialist to join our team.
About the Role:
We are looking for an experienced professional to lead our image anomaly and forgery detection efforts. The ideal candidate will have a strong background in computer vision, machine learning, and deep learning, with expertise in developing and training models for image anomaly and forgery detection tasks.
Responsibilities:
- Design and develop advanced machine learning models for image anomaly and forgery detection, leveraging techniques such as YOLO, ViT, and transfer learning.
- Experiment with different configurations and hyperparameters to optimize model performance and improve detection accuracy.
- Develop and implement data preprocessing strategies to ensure high-quality input data for model training.
- Evaluate model performance using metrics such as precision, recall, F1 score, and ROC-AUC, and continuously fine-tune and optimize models for real-time inference and scalability.
- Collaborate with cross-functional teams to integrate image anomaly and forgery detection capabilities into existing systems and applications.
Requirements:
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
- 2+ years of experience in data science with a focus on computer vision, image processing, and machine learning.
- Proficiency in Python programming, with experience using libraries such as NumPy, pandas, scikit-learn, OpenCV, and matplotlib.
- Strong understanding of machine learning and deep learning fundamentals, including classical models and neural networks.
- Familiarity with machine learning frameworks like TensorFlow, PyTorch, or Keras for model building and training.
- Familiarity with transfer learning, fine-tuning pre-trained models, and their applications to anomaly detection and forensics.
Salary:
$120,000 - $180,000 per year, depending on experience.
About DataFlow Group:
DataFlow Group is a leading provider of innovative solutions for data-driven businesses. We are committed to delivering exceptional value to our customers through cutting-edge technology and expert services.
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