AI Threat Modeling Lead - Security Architect

b2bnetwork; Warszawa; On-site; PLN 180,000 - 300,000; Full time

Job summary

b2bnetwork is seeking an IT Security Specialist focusing on Threat Modeling AI to lead threat modelling workshops and map AI threats to business-critical systems. You will assess assets, trust boundaries, attack surfaces, and risks across AI agents and ML platforms, and drive actionable mitigations.

The role requires practical AI threat modelling experience, strong IT security architectural knowledge, and the ability to translate security findings into business risk context for stakeholders

Qualifications

• Strong knowledge of IT Security Architecture.
• Practical experience in threat modelling AI agents, ML systems, and LLMs.
• Strong working knowledge of threat modelling methodologies (STRIDE, attack trees, kill chains).
• Ability to identify assets, trust boundaries, attack surfaces, threat actors, and abuse cases.
• Experience developing reusable threat models and threat libraries.
• Ability to map threats to security controls, risks and remediation actions.

Responsibilities

• Lead threat modelling workshops with application and platform teams.
• Identify and assess assets, trust boundaries, attack surfaces, threats, and security risks related to AI threats.
• Develop and maintain threat models using approved tooling and methodology.
• Review solution designs and architecture docs to identify gaps and validate threat coverage.
• Map applicable AI threat scenarios to application components, data flows, and security controls.
• Collaborate with development, architecture, and security teams to define practical risk mitigation actions.
• Provide guidance to less experienced team members during threat modelling activities.
• Track and report identified threats, security risks, mitigation actions, and remediation status.

Skills

IT Security Architecture

Threat modelling AI/ML

STRIDE & attack trees

Kill chains

Assets & trust boundaries

Threat libraries

Mapping threats to controls

Job description

b2bnetwork is seeking an IT Security Specialist focusing on Threat Modeling AI to lead threat modelling workshops and map AI threats to business-critical systems. You will assess assets, trust boundaries, attack surfaces, and risks across AI agents and ML platforms, and drive actionable mitigations.

The role requires practical AI threat modelling experience, strong IT security architectural knowledge, and the ability to translate security findings into business risk context for stakeholders