ML Model Security & Privacy Architect (mfd)
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Job Location:
Monthly Salary:
Posted on:
Yesterday
Vacancies:
1 Vacancy
Job Summary
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 solutionssuch as model protection privacy-preserving ML security for agentic AI and anomaly detectionthat will later be integrated into our Edge products. This requires high-level innovation skills combined with a hands-on mindset.
If you are passionate about building secure AI systems exploring new ideas and turning concepts into prototypes this role is for you:
Define strategies and implement solutions for protecting ML models and sensitive data during deployment. Focus areas include IP protection privacy-preserving inference and resilience against adversarial manipulation.
Responsibilities:
Design and implement model obfuscation and secure packaging techniques.
Develop IP protection strategies.
Enable secure execution environments for customer models using TEEs.
Assess and mitigate adversarial ML threats (evasion poisoning attacks).
Define privacy-preserving inference mechanisms (e.g. differential privacy).
Advise on compliance with AI security and privacy regulations (GDPR EU AI Act).
Required Skills:
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.
Knowledge of model protection techniques and IP security.
Familiarity with adversarial ML attacks and defenses.
Understanding of TEEs and secure enclaves.
Knowledge of privacy-preserving ML concepts (differential privacy federated learning basics).
Awareness of regulatory frameworks for AI security and privacy.
Please note: The successful candidate may/will be responsible for security related tasks. The assignment may/will be in scope of security certifications therefore a conscious and reliable way of working is necessary.
#LI-a8a1Required Experience:
Staff IC
Key Skills
- Python
- C/C++
- Fortran
- R
- Data Mining
- Matlab
- Data Modeling
- Laboratory Techniques
- MongoDB
- SAS
- Systems Analysis
- Dancing
About Company
NXP is a global semiconductor company creating solutions that enable secure connections for a smarter world.
