Talent.com
Security Architect - AI Threat Modeler (b3617)
Security Architect - AI Threat Modeler (b3617)The Toronto-Dominion Bank (Canada) • Ottawa, Ontario
No longer accepting applications
Security Architect - AI Threat Modeler (b3617)

Security Architect - AI Threat Modeler (b3617)

The Toronto-Dominion Bank (Canada) • Ottawa, Ontario
23 days ago
Job type
  • Full-time
Job description

Description

Security Architect – AI Threat Modeler

Overview

We are seeking an experienced Cybersecurity Architect to work as an AI Threat Modeler as part of our Cybersecurity Architecture team. In this role, you will be responsible for identifying, analyzing, and mitigating security threats specific to artificial intelligence (AI) and machine learning (ML) systems. You will collaborate with engineering, data science, and security teams to ensure that AI-driven solutions are robust, resilient, and compliant with industry standards and regulations. You will also occasionally be asked to contribute to security system design, architecture frameworks, and technology strategy, with a focus on emerging AI technologies

Key Responsibilities

  • Analyze the design and architecture of AI solutions (chatbots, agents, agentic systems, etc.) to identify security vulnerabilities, threats, and attack vectors
  • Develop and maintain threat models for AI / ML systems, considering adversarial machine learning, data poisoning, model inversion, prompt injection, privacy risks, misuse scenarios, and other AI-specific threats.
  • Assess AI system components (including data pipelines, model training, inference, APIs, deployment environments, etc.) for susceptibility to attacks and compliance with security standards.
  • Create detailed threat reports outlining identified risks, recommended mitigations, and business impact.
  • Collaborate with business units, product owners, and engineering teams to prioritize and implement security controls and mitigations for the vulnerabilities and risks found.
  • Stay current with emerging threats, vulnerabilities, and best practices in AI / ML security.
  • Provide training and guidance to technical teams on secure AI / ML development and deployment practices.
  • Contribute to the development of AI security architecture frameworks, policies, and standards.

Skills & Experience

  • Bachelor’s / Master’s degree (or similar) in Computer Science, Cybersecurity, Data Science, or a related field.
  • 5+ years of experience in Cybersecurity Architecture, Threat Modeling, or AI / ML engineering.
  • Strong understanding of AI / ML concepts, architectures, and common frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
  • Applied knowledge of threat modeling and threat modeling techniques (e.g., STRIDE, DREAD, PASTA) and security risk assessment.
  • The ability to extract / clarify / understand business requirements and solution designs from project teams, to identify threats and risks and to translate potential risks into security requirements which the project teams must implement
  • Familiarity with AI / ML-specific threats such as adversarial examples, model extraction, and data poisoning.
  • Excellent analytical, communication, and documentation skills. Ability to communicate complex AI security risks to technical and non-technical stakeholders is a must.
  • Ability to work collaboratively in cross-functional teams.
  • Preferred Skills

  • Experience with cloud-based AI / ML platforms (e.g., AWS SageMaker, Azure ML, Google AI Platform).
  • Knowledge of regulatory requirements and standards related to AI / ML (e.g., NIST AI RMF, ISO / IEC 27001).
  • Security certifications (e.g., CISSP, CCSP, OSCP) or AI / ML certifications are a plus.
  • Experience with threat modeling tools and knowledge of MITRE frameworks (ATLAS, CAPEC, ATT&CK, D3FEND)
  • Architecte de la sécurité – modélisateur / modélisatrice, Menaces liées à l’IA

    Aperçu

    Nous sommes à la recherche d’une personne chevronnée en architecture de la cybersécurité pour travailler comme modélisateur / modélisatrice, Menaces liées à l’IA. Dans le cadre de vos fonctions, il vous incombera de repérer, d’analyser et d’atténuer les menaces à la sécurité propres aux systèmes d’intelligence artificielle (IA) et d’apprentissage automatique. Vous collaborerez avec les équipes Ingénierie, Science des données et Sécurité afin de vous assurer que les solutions axées sur l’IA sont robustes, résilientes et conformes aux normes et à la réglementation du secteur. Vous devrez aussi contribuer à l’occasion à la conception des systèmes de sécurité, aux cadres d’architecture et à la stratégie technologique, en mettant l’accent sur les technologies d’IA émergentes.

    Principales responsabilités

  • Analyser la conception et l’architecture des solutions d’IA (robots conversationnels, agents, systèmes autonomes, etc.) afin de repérer les vulnérabilités, les menaces et les vecteurs d’attaque
  • Mettre au point et tenir à jour des modèles de menaces pour les systèmes d’IA / d’apprentissage automatique, en tenant compte de l’apprentissage automatique antagoniste, de l’empoisonnement de données, de l’inversion de modèle, de l’infiltration de requête, des risques liés à la protection des renseignements personnels, des scénarios de mauvais usage et d’autres menaces liées à l’IA
  • Évaluer les composants des systèmes d’IA (y compris les pipelines de données, l’entraînement des modèles, l’inférence, les interfaces de programmation d’applications et les environnements de déploiement) afin de déterminer leur niveau de vulnérabilité aux attaques et leur conformité aux normes de sécurité
  • Produire des rapports détaillés sur les menaces résumant les risques repérés, les mesures d’atténuation recommandées et leurs répercussions sur les affaires
  • Collaborer avec les unités fonctionnelles, les propriétaires de produit et les équipes d’ingénierie afin de prioriser et de mettre en œuvre des contrôles de sécurité et des mesures d’atténuation pour les vulnérabilités et les risques repérés
  • Se tenir au fait des nouvelles menaces, vulnérabilités et pratiques gagnantes en matière de sécurité de l’IA / de l’apprentissage automatique
  • Fournir de la formation et des conseils aux équipes techniques sur les pratiques de conception et de mise en œuvre sécurisées de l’IA / de l’apprentissage automatique
  • Contribuer au développement de cadres, de politiques et de normes d’architecture de sécurité de l’IA
  • Compétences et expérience

  • Baccalauréat / maîtrise (ou diplôme similaire) en informatique, en cybersécurité, en science des données ou dans un domaine connexe.
  • Au moins cinq années d’expérience en architecture de la cybersécurité, en modélisation des menaces ou en ingénierie de l’IA / de l’apprentissage automatique.
  • Solide compréhension des concepts, des architectures et des cadres courants en matière d’IA / d’apprentissage automatique (p. ex. TensorFlow, PyTorch et Scikit-learn).
  • Connaissances pratiques en matière de modélisation des menaces et de techniques de modélisation des menaces (p. ex. STRIDE, DREAD et PASTA) et d’évaluation des risques liés à la sécurité.
  • Capacité à extraire / clarifier / comprendre les exigences et la conception des solutions des équipes de projet, à repérer les menaces et les risques et à traduire les risques potentiels en exigences de sécurité que les équipes de projet doivent mettre en œuvre.
  • Connaissance des menaces liées à l’IA / à l’apprentissage automatique comme les exemples contradictoires, l’extraction de modèles et l’empoisonnement de données.
  • Excellentes compétences analytiques et capacités de communication et de documentation. Capacité à communiquer les risques de sécurité complexes liés à l’IA aux parties prenantes techniques et non techniques, un atout essentiel.
  • Capacité à travailler en collaboration au sein d’équipes interfonctionnelles.
  • Compétences privilégiées

  • Expérience avec les plateformes infonuagiques d’IA / d’apprentissage automatique (p. ex. AWS SageMaker, Azure ML et la plateforme d’IA de Google)
  • Connaissance des exigences et des normes réglementaires liées à l’IA / à l’apprentissage automatique (p. ex. NIST AI RMF et ISO / IEC 27001)
  • Certifications de sécurité (p. ex. CISSP, CCSP et OSCP) ou d’IA / d’apprentissage automatique, un atout
  • Expérience avec les outils de modélisation des menaces et connaissance des cadres MITRE (ATLAS, CAPEC, ATT&CK et D3FEND)
  • Who We Are :

    TD is one of the world's leading global financial institutions and is the fifth largest bank in North America by branches / stores. Every day, we deliver legendary customer experiences to over 27 million households and businesses in Canada, the United States and around the world. More than 95,000 TD colleagues bring their skills, talent, and creativity to the Bank, those we serve, and the economies we support. We are guided by our vision to Be the Better Bank and our purpose to enrich the lives of our customers, communities and colleagues.

    TD is deeply committed to being a leader in customer experience, that is why we believe that all colleagues, no matter where they work, are customer facing. As we build our business and deliver on our strategy, we are innovating to enhance the customer experience and build capabilities to shape the future of banking. Whether you’ve got years of banking experience or are just starting your career in financial services, we can help you realize your potential. Through regular leadership and development conversations to mentorship and training programs, we’re here to support you towards your goals. As an organization, we keep growing – and so will you.

    Our Total Rewards Package

    Our Total Rewards package reflects the investments we make in our colleagues to help them and their families achieve their financial, physical, and mental well-being goals. Total Rewards at TD includes a base salary, variable compensation, and several other key plans such as health and well-being benefits, savings and retirement programs, paid time off, banking benefits and discounts, career development, and reward and recognition programs.

    Additional Information :

    We’re delighted that you’re considering building a career with TD. Through regular development conversations, training programs, and a competitive benefits plan, we’re committed to providing the support our colleagues need to thrive both at work and at home.

    Please be advised that this job opportunity is subject to provincial regulation for employment purposes. It is imperative to acknowledge that each province or territory within the jurisdiction of Canada may have its own set of regulations, requirements.

    Colleague Development

    If you’re interested in a specific career path or are looking to build certain skills, we want to help you succeed. You’ll have regular career, development, and performance conversations with your manager, as well as access to an online learning platform and a variety of mentoring programs to help you unlock future opportunities. Whether you have a passion for helping customers and want to expand your experience, or you want to coach and inspire your colleagues, there are many different career paths within our organization at TD – and we’re committed to helping you identify opportunities that support your goals.

    Training & Onboarding

    We will provide training and onboarding sessions to ensure that you’ve got everything you need to succeed in your new role.

    Interview Process

    We’ll reach out to candidates of interest to schedule an interview. We do our best to communicate outcomes to all applicants by email or phone call.

    Accommodation

    Your accessibility is important to us. Please let us know if you’d like accommodations (including accessible meeting rooms, captioning for virtual interviews, etc.) to help us remove barriers so that you can participate throughout the interview process.

    We look forward to hearing from you!

    Language Requirement (Quebec only) :

    Sans Objet

    Create a job alert for this search

    Security Architect AI Threat Modeler b3617 • Ottawa, Ontario

    Similar jobs
    AI Architect

    AI Architect

    Solink • Ottawa
    Full-time +1
    This is an active role and we are currently hiring for this position.We provide businesses with the tools to.Our cloud-based platform integrates seamlessly with your existing cameras and systems, t...Show more
    Last updated: 8 days ago • Promoted
    Telco Security Engineer : Threat Intel & Detection R&D

    Telco Security Engineer : Threat Intel & Detection R&D

    Nokia • Ottawa
    Full-time
    A global technology leader is seeking a skilled professional to join their cybersecurity team to develop detection rules and protect critical telecommunications infrastructure.Responsibilities incl...Show more
    Last updated: 6 days ago • Promoted
    R&D Manager, AI-Driven Cloud Security (Hybrid / Ottawa)

    R&D Manager, AI-Driven Cloud Security (Hybrid / Ottawa)

    Blue Signal Search • Ottawa
    Full-time
    A global cybersecurity firm is seeking an R&D Manager to lead a flagship threat-detection platform's development.This role requires over 8 years of software engineering experience and includes resp...Show more
    Last updated: 8 days ago • Promoted
    IAM Security Design Lead — Tech Strategy & Team Leadership

    IAM Security Design Lead — Tech Strategy & Team Leadership

    University of Ottawa • Ottawa H2B, ON, Canada
    Full-time
    A leading Canadian university in Ottawa is seeking an IT Security Team Lead.The role involves supervising a team while designing and implementing solutions for Identity and Access Management.Candid...Show more
    Last updated: 26 days ago • Promoted
    Technical Success Manager : AI Security & DevSecOps

    Technical Success Manager : AI Security & DevSecOps

    Snyk • Ottawa
    Full-time
    A leading security platform provider in Ottawa is seeking a Technical Success Manager to champion customer success at scale. The ideal candidate will have over five years in a customer-facing techni...Show more
    Last updated: 8 days ago • Promoted
    AI / ML Solutions Lead

    AI / ML Solutions Lead

    Hydro Ottawa • Ottawa
    Full-time
    A leading energy company in Ottawa seeks an experienced AI / ML Manager responsible for designing and managing comprehensive AI systems. You will lead a team, drive AI initiatives, and collaborate wit...Show more
    Last updated: 6 days ago • Promoted
    System Architect : AI / ML Data Center & Optics Leader

    System Architect : AI / ML Data Center & Optics Leader

    Lumentum Operations LLC • Ottawa H2B, ON, Canada
    Full-time
    A leading optical technology company in Ottawa is seeking a System Architect to shape the architecture of OCS products for AI / ML data centers. The role involves technical leadership, system integrat...Show more
    Last updated: 30+ days ago • Promoted
    Project Lead - Security

    Project Lead - Security

    Paladin Technologies • Ottawa, ON, Canada
    Full-time
    The position of Project Lead - Security reports to the Director, Operations.You are expected to devote your full-time efforts to the business of Paladin. This position will require extensive travel ...Show more
    Last updated: 30+ days ago • Promoted
    AI / HPC Sr. Field Solutions Architect / Architecte de solutions senior IA / HPC

    AI / HPC Sr. Field Solutions Architect / Architecte de solutions senior IA / HPC

    CDW • Ottawa, ON, Canada
    Full-time
    Job Description : \n\nDescription At CDW, we make it happen, together.Trust, connection, and commitment are at the heart of how we work together to deliver for our customers.It’s why we’r...Show more
    Last updated: 30+ days ago • Promoted
    Azure Security Cloud Architect — Lead & Deliver in Malta

    Azure Security Cloud Architect — Lead & Deliver in Malta

    Black Pen Recruitment • Ottawa H2B, ON, Canada
    Full-time
    A recruitment agency is seeking an Azure Cloud Technical Architect to relocate to Malta.The role entails delivering Azure solutions, creating architectural designs, and collaborating with clients f...Show more
    Last updated: 19 days ago • Promoted
    Senior Defense Security Architect – Secure-by-Design

    Senior Defense Security Architect – Secure-by-Design

    NewFound Recruiting • Outaouais
    Full-time
    A premier recruiting agency is looking for a Security Architect to provide senior-level security architecture leadership for Defence programs. The ideal candidate will define secure system architect...Show more
    Last updated: 4 days ago • Promoted
    Senior Security Architect – AppSec & DevSecOps Lead

    Senior Security Architect – AppSec & DevSecOps Lead

    Intellibee • Outaouais
    Full-time
    A leading technology company in Canada is seeking a Senior Security Architect to secure enterprise information.Candidates should have strong application security and DevSecOps experience, with a pr...Show more
    Last updated: 8 days ago • Promoted
    Senior Security Architect, Pontiac, MI, US

    Senior Security Architect, Pontiac, MI, US

    Intellibee • Outaouais
    Full-time
    Senior Security Architect, Pontiac, MI, US.Secures enterprise information by determining security requirements; planning, implementing, and testing security systems. preparing security standards, p...Show more
    Last updated: 8 days ago • Promoted
    Hybrid Cloud Security Architect (Azure & AI)

    Hybrid Cloud Security Architect (Azure & AI)

    Bank of Canada • Ottawa
    Full-time
    A leading financial institution in Ottawa seeks a Cloud Security Architect to design secure Azure environments and lead cloud security strategies. The ideal candidate has 5+ years of experience in c...Show more
    Last updated: 8 days ago • Promoted
    Implementation Consultant - AI Security Platform (Flexible)

    Implementation Consultant - AI Security Platform (Flexible)

    Snyk • Ottawa
    Full-time
    A leading secure software development company is seeking an Implementation Consultant to join their Customer Success team in Ottawa, Ontario. The role involves managing customer onboarding for their...Show more
    Last updated: 8 days ago • Promoted
    IAM Design Lead — Security & Identity Solutions

    IAM Design Lead — Security & Identity Solutions

    University of Ottawa • Ottawa H2B, ON, Canada
    Full-time
    A Canadian university is hiring a Technical Design Lead in IT Security.This full-time role involves designing, implementing, and managing solutions for Identity and Access Management.Candidates sho...Show more
    Last updated: 26 days ago • Promoted
    Tech Architect L2

    Tech Architect L2

    freelance.ca • Ottawa, Canada
    Full-time
    Key information / Informations clés.Région : Ottawa, ON (3755 Riverside Drive).Mode de travail : Hybride (2–3 jours sur site par semaine). Industrie : Secteur public / Informatique et mathématiques....Show more
    Last updated: 30+ days ago • Promoted
    Relocate to Malta Azure Cloud Technical Architect Security (Consulting / Big 4)

    Relocate to Malta Azure Cloud Technical Architect Security (Consulting / Big 4)

    Black Pen Recruitment • Ottawa
    Full-time
    Relocate to Malta Azure Cloud Technical Architect Security (Consulting / Big 4).Job Openings Relocate to Malta Azure Cloud Technical Architect Security (Consulting / Big 4). About the job Relocate to Ma...Show more
    Last updated: 8 days ago • Promoted