ML Security Tools
vor 2 Wochen
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. This requires high-level innovation skills combined with a hands‑on mindset. 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. Responsibilities 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. Required Skills Msc. degree or PhD in Computer Science, Cybersecurity, or Cryptography and a strong interest in applied ML, OR Msc. degree or PhD in Machine Learning and an interest in cybersecurity. Strong Python development skills. 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). 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. Ready to create a smarter world? Join the future of Innovation. Join NXP. Apply online At NXP in Austria, we are proud to have received several external awards. The Leading Employer Award 2020, 2021, 2022, 2023, 2024 & 2025 which is presented exclusively only to the top 1% of employers in Austria. Since 2022 we are allowed to call ourselves a family-friendly employer . In 2023 & 2024 NXP Austria was awarded with the ‘Equalita ’ quality label - the seal of quality for in-house advancement of women in the workplace. For more information visit our Career Website or NXP Austria Website and follow us on social: LinkedIn (Global), Facebook (Global), Facebook (Austria) and Twitter. NXP provides market competitive compensation according to the benchmarking of the electronic and semiconductor industry. Due to the Austrian Equal Treatment Act we are obligated to state the employment group of our applicable collective bargaining agreement (CBA) “Kollektivvertrag für Angestellte Gewerbe und Handwerk und in der Dienstleistung“, this position (fulltime) is graded in Employment Group IV. Your individual experiences and expectations will be considered in the application process. Moreover, we provide attractive benefits to our employees like home office, flexible working time, meal benefits and more. More information about NXP in Austria... #J-18808-Ljbffr
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Senior Cyber Security Engineer
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Security Tools SME
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City of Melbourne, Österreich Paxus - Technology + Digital Talent VollzeitJob Information Job Title: Security Tools Subject Matter Expert (SME) Location: Melbourne, Brisbane, Canberra (Hybrid) Duration: 12 months with potential extensions Security Clearance: Baseline or NV1 (NV1 preferred) Citizenship: Australian required Role We are seeking a Security Tools SME to lead the transition, configuration, and deployment of critical...
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