TL;DR
Senior Ml Security Tools & Threat Modeling Engineer: Develop security tools and frameworks for ML workflows and perform threat modeling for ML pipelines with an accent on model protection, privacy-preserving ML, and compliance with ML security standards. Focus on designing secure APIs, detecting vulnerabilities, and integrating security checks into development pipelines.
Location: Glasgow, United Kingdom (onsite)
Company
NXP Semiconductors is a global leader in secure connectivity solutions for embedded applications, driving innovation in automotive, industrial IoT, mobile, and communication infrastructure markets.
What you will do
- 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 including poisoning, evasion, and prompt injection attacks.
- 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
- Background in Computer Science, Cybersecurity, Cryptography, or Machine Learning with strong interest in applied ML security.
- Strong Python development skills for automation and tooling.
- 5+ years experience in 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 such as NIST AI RMF and ISO/IEC AI security standards.
Culture & Benefits
- Opportunities for career growth through online and offline learning.
- Commitment to sustainability and inclusive work environment.
- Programs focused on diversity, inclusion, and equality.
