5 дней назад
Senior Machine Learning Engineer (Cybersecurity)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Cybersecurity) (LLMs, Edge AI): Developing end-to-end machine learning pipelines and AI-driven cybersecurity solutions for ransomware detection, data center protection, and anomaly prevention with an accent on cyber threat analysis, behavioral modeling, and resource-constrained edge deployment. Focus on applying LLMs and transformers with PyTorch and TensorFlow, implementing BMC-level security, and turning cybersecurity research into practical solutions.
Location: Taipei, Taiwan
Company
develops silicon, systems, and AI-powered security solutions centered on Trusted Control/Compute Units for protecting critical digital infrastructure.
What you will do
- Design and manage end-to-end machine learning pipelines for cybersecurity applications.
- Build data preprocessing and feature engineering strategies for cyber threat detection.
- Apply LLMs, transformers, PyTorch, and TensorFlow to analyze and predict cybersecurity threats.
- Develop AI-based solutions for ransomware and advanced cyber threat detection and prevention.
- Implement BMC-level security for data centers and behavioral analysis to detect anomalies and prevent intrusion.
- Optimize cybersecurity machine learning models for deployment on resource-constrained edge devices.
Requirements
- 5+ years of experience in machine learning and cybersecurity.
- Bachelor’s or Master’s degree in Computer Science, Cybersecurity, Engineering, or a related AI/ML-focused field.
- Strong Python programming skills and experience with machine learning libraries and frameworks.
- Ability to solve complex problems and translate cybersecurity and AI research into practical solutions.
- Excellent communication skills and the ability to collaborate effectively.
Nice to have
- Experience researching emerging cyber threats and cybersecurity technologies.
- Experience deploying machine learning solutions in data center, operational, or edge environments.
Culture & Benefits
- Work on AI, cybersecurity, and semiconductor technology for critical digital infrastructure.
- Collaborate with a growing team of more than 150 employees.
- Contribute to commercial programs with Tier 1 industry leaders.
- Environment emphasizing curiosity, execution, respect, continuous learning, and practical problem-solving.
- Equal opportunity employment in a diverse and multifaceted environment.
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