Job
- Level
- Experienced
- Job Field
- IT, Data, 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, perform threat modeling, and integrate security checks into development processes to comply with security standards.
Job Technologies
Your role in the team
- 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.
- The successful candidate may/will be responsible for security related tasks.
- The assignment may/will be in scope of security certifications.
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Our expectations of you
Education
- MSc. degree or PhD in Computer Science, Cybersecurity, or Cryptography and a strong interest in applied ML.
- MSc. degree or PhD in Machine Learning and an interest in cybersecurity.
Qualifications
- Strong Python development skills.
- 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).
- A conscious and reliable way of working is necessary.
Experience
- Experience with threat modeling methodologies adapted for ML systems.
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Benefits
Work-Life-Integration
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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
Dev Reviews
by devworkplaces.com
Total
(1 Review)3.8
Culture
3.7Career Growth
3.4Workingconditions
4.6Engineering
3.5
ML Security Tools and Threat Modeling Engineer
- Location
- Gratkorn
- Working Model
- Onsite
