AI Automation Specialist
allianz
Job Description
- Partner with security product teams (Vulnerability Management, WAF, GRC) to analyse operations, identify AI/automation opportunities, and translate them into production-grade agentic workflows.
- Design and develop Agentic AI systems using LLM frameworks (LangChain, LangGraph, AutoGen, or equivalent) to automate multi-step security workflows with minimal human intervention.
- Build and maintain Retrieval-Augmented Generation (RAG) pipelines to enable intelligent querying and contextual analysis of large security datasets, logs, and knowledge bases.
- Implement AI orchestration and workflow automation solutions that integrate with security tools such as SIEM, SOAR, vulnerability scanners, WAF platforms, and GRC systems via REST APIs.
- Apply security-first principles to all AI development — implement guardrails, prompt injection defences, output validation, and rate-limiting controls to protect AI pipelines in a sensitive cybersecurity context.
- Develop data analytics capabilities to derive actionable intelligence from large-scale security telemetry, alert data, and threat feeds using Python, SQL, and data visualisation tools.
- Ensure responsible AI practices: monitor for model drift, hallucination risks, bias in AI-driven decisions, and maintain audit trails for AI-assisted security actions.
- Collaborate with DevSecOps and platform teams to deploy AI models and workflows through CI/CD pipelines with appropriate access controls and secrets management.