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ML Security Tools & Threat Modeling Engineer(m/w/x)
Building security tools for BYOM workflows, threat modeling ML pipelines for an IoT service platform. Experience with ML-adapted threat modeling methodologies and adversarial ML attacks knowledge required. Proactive vulnerability detection, ensuring ML security standards compliance.
Requirements
- 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
Tasks
- 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
Work Experience
- approx. 1 - 4 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
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ML Security Tools & Threat Modeling Engineer(m/w/x)
Building security tools for BYOM workflows, threat modeling ML pipelines for an IoT service platform. Experience with ML-adapted threat modeling methodologies and adversarial ML attacks knowledge required. Proactive vulnerability detection, ensuring ML security standards compliance.
Requirements
- 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
Tasks
- 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
Work Experience
- approx. 1 - 4 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
About the Company
AT61 NXP Semiconductors Austria GmbH & Co KG
Industry
IT
Description
The company is focused on secure, connected IoT devices and offers the EdgeLock 2GO IoT service platform.
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