Job
- Level
- Senior
- Job Field
- IT, Embedded, Security
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Gratkorn
- Working Model
- Onsite
Job Summary
In this role, you will develop security tools for ML pipelines, conduct threat modeling, and design secure APIs for embedded platforms to ensure model integrity.
Job Technologies
Your role in the team
- Join our Innovation Team, where we explore cutting-edge concepts at the intersection of Machine Learning and Security.
- Our mission is to develop forward-looking solutions—such as model protection, privacy-preserving ML, security for agentic AI, and anomaly detection—that will later be integrated into our Edge products.
- 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.
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Our expectations of you
Qualifications
- 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.
- Knowledge of adversarial ML attacks and defenses.
- Vertrautheit mit sicherem API-Design und -Integration.
- Understanding of compliance frameworks (NIST AI RMF, ISO/IEC AI security standards).
Experience
- Experience with threat modeling methodologies adapted for ML systems.
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Benefits
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Job Locations
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This is your employer
NXP Semiconductors Austria
Gratkorn
NXP Semiconductors is a global leader in microelectronics with subsidiaries in more than 25 countries. The Gratkorn site near Graz is the Austrian headquarters of the international group and the competence center for secure contactless identification systems.
Description
- Founding year
- 2006
- Language
- English
- Company Type
- Established Company
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Industry, Production
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