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Sydney, New South Wales💼 Full-time🗓 2026-09-23 → 2026-09-28

Core

Design and build custom AI/agentic automation layers on top of GitLab's SAST/SCA capabilities to reduce triage effort, cut false positives, and speed up remediation.

Role type

Senior IC AI Engineer (Agentic Systems & AppSec Automation)

Builds

AI-assisted pipelines for vulnerability triage, false-positive scoring, and remediation suggestion generation

Domain

Application Security (AppSec) + Large Language Model (LLM) Engineering

Deliverable

production ML models

Required skills

LLM API integration (OpenAI/Anthropic), agentic workflow design, prompt engineering, software engineering for CI/CD pipelines, AppSec concepts (SAST/SCA/CVE), data governance controls

Preferred skills

Self-hosted/open-weight LLMs, DevSecOps tooling, LLM evaluation frameworks

Technologies

OpenAI API, Anthropic, GitLab API, webhooks, CI/CD hooks

Responsibilities

Design integrations to pull SAST/SCA findings into external AI pipelines; Build LLM-based triage for false-positive scoring and vulnerability explanations; Design multi-step agentic workflows for CVE correlation and remediation drafting; Own prompt engineering, evaluation, and guardrails including hallucination checks; Select LLM providers factoring in data residency constraints; Build feedback loops to improve agent accuracy over time

Seniority

Senior, hands-on IC

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