4 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.
Categories
About Axiado
Axiado builds hardware-anchored platform security for servers and infrastructure, centered on its Trusted Control/Compute Unit (TCU) processor with root-of-trust functions and AI-based threat detection. It sells security silicon, firmware, and reference platforms to server and network equipment makers and cloud providers integrating baseboard management and platform resiliency. The company was founded in 2017, is privately held, and is headquartered in San Jose, California.