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AI/ML Security Architect

2 months ago

Reading, Reading, United Kingdom Liberty Global Technology Services BV Full time
About Us

Liberty Global Technology Services BV is a world leader in converged broadband, video, and mobile communications, and an active investor in cutting-edge infrastructure, content, and technology ventures.

We're building Tomorrow's Connections Today, bringing people together through the power of our technology.

Job Purpose

This role will provide assurance that the team delivers against the responsibilities above through collaboration with the internal Global Security teams, Liberty Global departments, and business units, and the various OpCos and JVs across the countries in which they may operate.

The ultimate objective is to assure that our information and systems are safe and secure by ensuring the company is operating in line with security, compliance, and regulatory requirements, resulting in architectures and solutions that reduce technical security risks and minimize security vulnerabilities.

Key Accountabilities
  1. Develop and implement comprehensive AI/ML security strategies, policies, standards, and guidelines to protect organizational assets and ensure the secure operation of these systems.
  2. Accountable for creating and maintaining Architecture design patterns and reference architectures and for the development Architecture Standards and ensuring they are kept up to date.
  3. Assure applicability and delivery of Security Architecture baselines and ensure AI/ML systems comply with relevant regulatory requirements and industry standards, such as the EU AI Act, NIST AI RMF, the Digital Services Act, the Digital Markets Act, GDPR, and ISO 27001.
  4. Support the testing of AI/ML products, services, and models and the adversarial test specification, development, and execution in collaboration with development teams and the security test team.
  5. Initiate and develop relationships with architecture teams across Liberty Global in order to jointly establish secure architectures and designs.
  6. Collaborate with the wider team to embed security controls and measures into AI/ML applications, models, algorithms, data, and pipelines.
  7. Develop and drive the realization of the Liberty Global technical security strategy.
  8. Responsible for monitoring, driving, and delivering security compliance during project lifecycles.
  9. Structure, plan, and deliver architectural design reviews for new AI and ML solutions, and any related products and services, to identify potential risks and recommend appropriate mitigations.
  10. Stay abreast of emerging AI security threats, trends, and technologies, evaluating their impact and proactively adapting security measures to mitigate potential risks.
  11. Evaluate and adopt security tools, technologies, and frameworks to enhance the overall security posture of AI/ML and other business systems.
  12. Engage across multiple functions to support and be an innovator in the modernization of cyber security.
  13. Engage and work with key collaborators to cultivate awareness and adoption of Security Policies, Standards, Principles, and a sustainable security strategy for all future solution deployments.
  14. Ensure accurate delivery progress reporting for the team is completed and communicated to relevant stakeholders.
We're Looking for
  • Proven experience in Security Architecture or similar teams, with a focus on AI/ML security, demonstrating a deep understanding of AI technologies, best practices, and standards, algorithms, models, frameworks, regulations, and controls.
  • Extensive experience in technical security controls, security principles, AI/ML pipelines, and AI-/ML-ops, software engineering, DevSecOps, shift-left, cloud infrastructures, and application security.
  • Development of foundational Security Architectures and Designs, Security Baselines, Standards, and Whitepapers.
Further Experienced in
  • Identifying security flaws in solutions through threat modeling, risk analysis, architectural assessments, and design reviews.
  • Current security vulnerabilities and threats specific to AI/ML, MITRE ATLAS framework, and OWASP.
  • Identity and Access Management, Data Leakage Prevention, Network and Infrastructure Security, Cryptography, Encryption, and Key Management, X509.
  • Application Security Design, DevSecOps, Agile practices, Shift Left concepts, and automation.
  • Cloud security design and assurance, including experience with AWS, GCP, Azure, and OCI platforms.
  • Strong documentation, design, and presentation skills. Able to deliver senior management communications conveying risks and mitigations, business justifications, architectures, designs, and key design decisions, and security thought leadership.
  • Team leadership.
Desirable Skills & Abilities
  • In-depth understanding of technical trends and developments within the AI and Telecoms/IT industry, such as 5G, OpenRAN, DOCSIS, Edge Cloud, and Virtualization.
  • Experience of policy engineering, codifying security control assessments, and automation of any aspects of security and compliance monitoring.
  • Proficiency in programming languages commonly used in software development and AI/ML, such as Python, R, C++, Rust, or Java, and their associated security considerations.
Personal Attributes
  • Drive and lead continuous improvement with energy and passion.
  • Displays high levels of self-awareness and emotional intelligence in all situations.
  • Strong inter-personal and collaboration skills, able to interact at all levels, building and strengthening positive relationships at every touch point.
  • Demonstrate strong influencing and persuading skills, encouraging colleagues and teams to change established processes and procedures to achieve improvements and drive best practices.
  • Supporting a culture of unconditional positive regard, respect, willingness, challenge, psychological safety, clarity, and courage.
Preferred Education / Qualifications
  • Educated to degree level or equivalent or able to demonstrate a similar level of ability from industrial experience.
  • CISSP, SABSA, CCSP, OSCP, SANS/GIAC or equivalent accreditation.
  • Certification a cloud vendor offering and in one or more AI/ML technology stacks or product offerings.