ML Security Tools & Threat Modeling Engineer(m/w/x)

Beschreibung

In this role, you will be at the forefront of innovation, developing security tools and frameworks while ensuring compliance with emerging standards. Your work will involve threat modeling, building scanning tools, and collaborating with teams to enhance the security of AI systems.

Anforderungen

• •Background in Computer Science, Cybersecurity, or Cryptography
• •Background in Machine Learning and interest in cybersecurity
• •Strong Python development for automation and tooling
• •Experience with threat modeling methodologies adapted for ML systems
• •Knowledge of adversarial ML attacks and defenses
• •Familiarity with secure API design and integration
• •Understanding of compliance frameworks (NIST AI RMF, ISO/IEC AI security standards)
• •Responsibility for security related tasks
• •Conscious and reliable way of working for security certifications

Aufgaben

• •Develop security tools for BYOM workflows
• •Perform threat modeling for ML pipelines
• •Detect vulnerabilities proactively
• •Ensure compliance with ML security standards
• •Build security scanning tools for ML artifacts
• •Design secure APIs for model integration
• •Implement monitoring solutions for model integrity
• •Conduct anomaly detection for ML systems
• •Collaborate with teams to integrate security checks

Tools & Technologien