AI Security Lead: Enterprise AI Security & Guardrails

Fresenius Group; Wrocław; Hybrid; PLN 180,000 - 240,000; Full time

Benefits offered by this job

Private medical health care

Multisport card

Life insurance

Social fund

Fruits in the office

Integration events

Employee pension program

Job summary

Fresenius Group in Wroclaw, Poland, invites an experienced IT Security professional to design, implement, and maintain security controls for AI platforms, models, data pipelines, and inference environments. You will embed AI security requirements into engineering, MLOps, and day‑to‑day operations, collaborating with SOC/CERT, IAM, and Cloud Security to extend services.

You will establish scalable security patterns for AI use cases, mitigate AI‑related risks, and contribute to enterprise AI

Qualifications

• Design, implement, and maintain security controls for AI platforms, models, data pipelines, and inference environments.
• Embed AI security requirements into engineering, MLOps, and day‑to‑day operational processes.
• Partner with SOC/CERT, IAM, Cloud Security, Platform Security and Security Management to extend existing security services with AI‑specific capabilities and patterns.
• Establish consistent, scalable security patterns and guardrails for AI use cases to prevent fragmented risk treatment across units.
• Act as enterprise expert on emerging AI risks (model poisoning, data leakage, adversarial inputs) and mitigate them preemptively.
• Collaborate with group stakeholders to integrate AI security controls into enterprise AI/ML platforms and CI/CD pipelines.
• Deep experience in designing, operating, and scaling enterprise security controls with strong ownership and integration into SOC/CERT, IAM, cloud, and CI/CD.

Responsibilities

• Design, implement, and maintain security controls covering AI platforms, models, data pipelines, and inference environments.
• Embed AI-specific security requirements into engineering, MLOps, and day‑to‑day operational processes.
• Partner with SOC/CERT, IAM, Cloud Security, Platform Security and Security Management to extend existing security services with AI‑specific capabilities and patterns.
• Establish consistent, scalable security patterns and guardrails for AI use cases to prevent fragmented or inconsistent risk treatment across business units.
• Act as the enterprise point of expertise on emerging AI risks (model poisoning, data leakage, adversarial inputs, misuse of generative outputs).
• Collaborate with different stakeholders in the group to integrate AI security controls into enterprise AI/ML platforms and CI/CD pipelines.
• Deep experience in designing, operating, and scaling enterprise security controls, with strong operational ownership and seamless integration into SOC/CERT, IAM, cloud, and CI/CD environments.
• Familiarity with frameworks such as NIST AI RMF, ISO/IEC 42001, EU AI Act; translate these into practical technical controls.

Skills

AI security

Security controls

MLOps

CI/CD

Tools

Model scanning

AI guardrails

MITRE ATLAS

NIST AI RMF

Job description

Fresenius Group in Wroclaw, Poland, invites an experienced IT Security professional to design, implement, and maintain security controls for AI platforms, models, data pipelines, and inference environments. You will embed AI security requirements into engineering, MLOps, and day‑to‑day operations, collaborating with SOC/CERT, IAM, and Cloud Security to extend services.

You will establish scalable security patterns for AI use cases, mitigate AI‑related risks, and contribute to enterprise AI