Axiadoposted about 2 months ago
San Jose, CA

About the position

We are on the lookout for a Machine Learning Engineer with a specialized focus on cybersecurity. The candidate should have a comprehensive understanding of the evolving landscape of cyber threats and be equipped with the skills to develop AI-driven solutions to these challenges. This role demands expertise in handling and mitigating sophisticated cyber-attacks such as ransomware, as well as ensuring high-level security in data centers and operational environments.

Responsibilities

  • Design and manage end-to-end machine learning pipelines tailored for cybersecurity applications.
  • Implement effective data preprocessing and feature engineering strategies specific to cyber threat detection.
  • Utilize large language models and transformers to analyze and predict cybersecurity threats.
  • Proficient in frameworks like PyTorch and TensorFlow, applied in the context of cybersecurity.
  • Develop AI-based solutions for the detection and prevention of ransomware and other advanced cyber threats.
  • Implement BMC (Baseboard Management Controller) level security measures for data center protection.
  • Conduct machine learning-based behavioral analysis for routine operational environments to detect anomalies and prevent intrusion.
  • Optimize cybersecurity-focused machine learning models for deployment on edge devices.
  • Address the unique challenges of implementing AI solutions in resource-constrained environments.
  • Prefer candidates with experience in cybersecurity and AI, with the ability to turn research into practical solutions.
  • Actively engaging in research, staying abreast of the latest threats and technological advancements in cybersecurity.

Requirements

  • Bachelor's or Master’s degree in Computer Science, Cybersecurity, Engineering, or a related field with a focus on AI/ML.
  • Proven experience in machine learning and cybersecurity.
  • Strong programming skills in Python, with experience in relevant ML libraries and frameworks.
  • Demonstrated ability to solve complex problems and a commitment to innovation in the field of cybersecurity.
  • Excellent communication skills and the ability to work collaboratively in a team environment.

Job Keywords

Hard Skills
  • Computer Science
  • Machine Learning
  • Python
  • PyTorch
  • TensorFlow
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Soft Skills
  • hDiI1GpS 7Xu0VY9j 8GAiC72m
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