Senior Machine Learning Engineer -
Cybersecurity
San Jose, CA
Department: ML
Job Description
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.
Key Responsibilities:
1. End 2 End Machine Learning Pipeline Development:
· 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.
2. Expertise in LLMs, Transformers, and Frameworks:
· 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.
3. Specialized in Cyber Threat Detection and Mitigation:
· 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.
4. Edge Computing for Cybersecurity Applications:
· Optimize cybersecurity-focused machine learning models for deployment on edge
devices.
· Address the unique challenges of implementing AI solutions in resource-constrained
environments.
5. Professional and Research Expertise in Cybersecurity and AI:
· 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.
Qualifications
· 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 a focus on AI/ML.
· 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.
Never miss an opportunity! Create an alert based on the job you applied for.