Providing security incident management for industrial environments at Telefónica Tech. Utilizing various monitoring platforms to enhance security posture.
About the role
- Senior ML Security Engineer developing security tools and frameworks for ML workflows. Ensuring proactive vulnerability detection and compliance with ML security standards at NXP.
Responsibilities
- Develop security tools and frameworks for Bring Your Own Model (BYOM) workflows and perform threat modeling for ML pipelines.
- Ensure proactive detection of vulnerabilities and compliance with emerging ML security standards.
- Build security scanning tools for ML artifacts and deployment workflows.
- Design secure APIs for model integration on embedded platforms.
- Perform threat modeling for ML systems (poisoning, evasion, prompt injection).
- Implement monitoring solutions for model integrity and anomaly detection.
- Ensure compliance with NIST AI Risk Management Framework and similar standards.
- Collaborate with internal teams to integrate security checks into development pipelines.
Requirements
- Have a background in Computer Science, Cybersecurity, or Cryptography and a strong interest in applied ML, OR Have a background in Machine Learning and an interest in cybersecurity.
- Strong Python development for automation and tooling.
- Strong 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).
Benefits
- home office
- flexible working time
- meal benefits and more
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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