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Threat Modelling & Red Teaming Security Engineer

Threat Modelling & Red Teaming Security Engineer

ConfidentialBengaluru / Bangalore, India
6 days ago
Job description

About the Role

We are seeking a highly skilled and motivated AI / ML Security Engineer to join our cutting-edge security team. You will be responsible for ensuring the security and governance of AI / ML models and systems, focusing on AI Governance , Threat Modeling , and Red Teaming . Your expertise will help safeguard critical AI applications from potential threats and vulnerabilities while establishing robust governance practices.

Key Responsibilities

  • Design and implement AI Governance frameworks to ensure security, compliance, and ethical use of AI models
  • Conduct Threat Modeling to identify vulnerabilities within AI / ML pipelines and develop mitigation strategies
  • Perform Red Teaming exercises to simulate real-world attacks on AI systems and evaluate their resilience
  • Collaborate with data scientists and ML engineers to build secure AI models that resist adversarial attacks
  • Develop and maintain security policies and best practices related to AI / ML applications
  • Monitor and assess AI model behavior to detect anomalies and potential security breaches
  • Stay up-to-date with the latest threats and vulnerabilities specific to AI / ML systems
  • Document and communicate findings to stakeholders, including detailed technical reports and recommendations

Skills and Qualifications

Must-Have :

  • Proven experience in AI / ML security and governance
  • Strong knowledge of AI Governance frameworks and risk management practices
  • Expertise in Threat Modeling techniques for AI / ML pipelines
  • Proficiency in conducting Red Teaming exercises with a focus on AI systems
  • Hands-on experience with Python and libraries related to AI and security (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Familiarity with adversarial attack techniques and defense mechanisms in ML models
  • Solid understanding of cybersecurity principles and secure coding practices
  • Excellent problem-solving skills and the ability to analyze complex security scenarios
  • Good to Have :

  • Experience with ML model explainability and interpretability techniques
  • Familiarity with security frameworks like NIST and ISO related to AI / ML governance
  • Knowledge of cloud security (AWS, Azure, or GCP) related to AI deployments
  • Strong analytical and technical writing skills for documenting findings and solutions
  • Skills Required

    Tensorflow, Pytorch, Python

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    Security Engineer • Bengaluru / Bangalore, India

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