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Role – AI SECURITY ARCHITECT
Hybrid Variable - London or Birmingham
Overview
We are seeking an experienced AI Security Architect to design, implement, and govern secure AI/ML systems across the enterprise. This role is responsible for embedding security, privacy, and trust into AI solutions—from model development and deployment to monitoring and lifecycle management. The ideal candidate will combine deep cybersecurity expertise with hands-on knowledge of AI/ML technologies, ensuring that AI systems are resilient against adversarial threats, data leakage, and misuse.
What you'll be doing:
1. AI Security Strategy & Architecture
- Define and lead the AI security architecture roadmap aligned to enterprise security strategy.
- Develop secure-by-design frameworks for AI/ML pipelines, including data ingestion, training, inference, and deployment.
- Establish AI trust, risk, and compliance controls (e.g., explainability, fairness, robustness).
2. Threat Modelling & Risk Management
- Conduct threat modelling for AI systems, identifying vulnerabilities such as:
- Adversarial attacks (evasion, poisoning)
- Model inversion and extraction
- Data leakage and privacy risks
- Define and implement risk mitigation strategies and controls.
- Perform AI security risk assessments and integrate findings into governance processes.
3. Secure AI/ML Lifecycle
- Integrate security into ML pipelines (MLSecOps) including CI/CD and MLOps frameworks.
- Define controls for:
- Secure dataset handling and lineage
- Model versioning and integrity validation
- Access control and secrets management
- Embed automated security testing into model development pipelines.
4. Data Protection & Privacy
- Ensure compliance with data protection regulations (e.g., GDPR, HIPAA where applicable).
- Implement privacy-preserving techniques such as:
- Differential privacy
- Federated learning
- Data anonymization and synthetic data
- Define policies for sensitive data usage in AI models.
5. Security Controls for Emerging AI Risks
- Design safeguards for:
- Large Language Models (LLMs) and generative AI (prompt injection, hallucinations, data exfiltration)
- API and model endpoint security
- Implement guardrails and monitoring solutions for generative AI usage.
6. Governance, Compliance & Standards
- Establish AI security standards, policies, and guidelines aligned to frameworks such as:
- NIST AI Risk Management Framework
- ISO/IEC 27001, 23894
- Support regulatory compliance and audits related to AI security.
7. Collaboration & Advisory
- Partner with data scientists, ML engineers, DevOps, and security teams to embed security practices.
- Act as a trusted advisor to business and technology stakeholders on AI-related risks.
- Provide security design reviews for AI initiatives.
8. Monitoring & Incident Response
- Define monitoring for model drift, anomalies, and misuse detection.
- Develop playbooks for AI-related security incidents, including model compromise or data breaches.
- Lead investigations involving AI system risks.
What experience you'll bring:
- 20+ years of experience in cybersecurity, with at least 3+ years in AI/ML security or data security.
- Proven experience designing secure architectures for AI/ML systems.
- Strong knowledge of:
- Machine learning frameworks (TensorFlow, PyTorch, etc.)
- Cloud platforms (Azure, AWS, GCP) and AI services
- Identity & access management, encryption, and network security
- Experience in threat modeling and risk assessment methodologies.
- Bachelor’s or Master’s degree in Computer Science, Cybersecurity, AI/ML, or related field.
Preferred Qualifications
- Certifications such as:
- CISSP, CISM, CCSP
- Certified AI Security (e.g., CAISP or similar)
- Experience with:
- MLOps platforms (e.g., MLflow, Kubeflow)
- AI red teaming and adversarial testing
- Knowledge of secure coding and DevSecOps practices.
- Familiarity with Responsible AI principles and ethical AI frameworks.
Key Skills
- AI/ML security and adversarial techniques
- Cloud security architecture
- Data privacy and protection
- Threat modeling and risk analysis
- DevSecOps / MLSecOps
- API and application security
- Governance, risk, and compliance (GRC)
- Strong communication and stakeholder management
Who we are:
At NTT DATA, you have endless opportunities to think big, act bold and take ownership. As a $30+ billion business and technology services, AI and digital infrastructure leader, we co-innovate solutions with clients and partners globally for business and societal impact. Serving 75% of the Fortune Global 100, with experts in over 70 countries, we encourage experimentation and recognize great work. Proudly a Global Top Employer, NTT DATA is part of NTT Group, which invests over $3 billion annually in R&D. Make this the place where you belong, learn, and build your network. Make this the place where you grow.
what we'll offer you:
We offer a range of tailored benefits that support your physical, emotional, and financial wellbeing. Our Learning and Development team ensure that there are continuous growth and development opportunities for our people. We also offer the opportunity to have flexible work options.
You can find more information about NTT DATA UK & Ireland here: https://uk.nttdata.com/
We are an equal opportunities employer. We believe in the fair treatment of all our employees and commit to promoting equity and diversity in our employment practices. We are committed to creating a diverse and inclusive workforce. We actively collaborate with individuals who have disabilities and long-term health conditions which have an effect on their ability to do normal daily activities, ensuring that barriers are eliminated when it comes to employment opportunities. In line with our commitment, we guarantee an interview to applicants who declare to us, during the application process, that they have a disability and meet the minimum requirements for the role. If you require any reasonable adjustments during the recruitment process, please let us know. Join us in building a truly diverse and empowered team.
Location
“Upon joining the NTT DATA UK family, you will experience a culturally diverse organisation living our values of Clients First, Teamwork and Foresight as we partner with our customers every day.
At NTT DATA UK, we are proud to support and invest in our people. We offer a variety of rewarding career paths and opportunities to develop professionally - with access to cutting edge innovation.”
Niccolo Spataro, CEO, NTT DATA UK
