3 months ago
Taipei, TaiwanSenior
Responsibilities
- Design and manage end-to-end machine learning pipelines for cybersecurity applications.
- Implement data preprocessing and feature engineering for cyber threat detection.
- Use large language models and transformers to analyze and predict cybersecurity threats.
- Develop AI-based detection and prevention solutions for ransomware and other advanced cyber threats.
- Implement Baseboard Management Controller-level security measures for data center protection.
- Perform machine-learning-based behavioral analysis to detect anomalies and prevent intrusion in operational environments.
- Optimize cybersecurity ML models for deployment on resource-constrained edge devices.
- Conduct cybersecurity and AI research and translate findings into practical solutions.
Requirements
- At least 5 years of experience in machine learning and cybersecurity.
- Bachelor's or master's degree in Computer Science, Cybersecurity, Engineering, or a related field with an AI/ML focus.
- Strong programming skills in Python and experience with relevant machine-learning libraries and frameworks.
- Demonstrated ability to solve complex problems and commitment to innovation in cybersecurity.
- Excellent communication skills and ability to collaborate in a team environment.
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