高级运营专家（蓝军样本）-TikTok安全产品
Core
Design and operate end-to-end pipelines for generating, enriching, and managing adversarial samples (text, image, audio, video) to evaluate and harden AI safety models and policies.
Role type
Senior IC Red Team Sample Operations Engineer (AIGC & Safety)
Builds
High-adversarial, high-diversity evaluation assets and multi-layered benchmark datasets for model/strategy validation.
Domain
Content Safety / Trust & Safety / Generative AI
Deliverable
production ML models
Required skills
LLM & multimodal AIGC engineering, adversarial sample generation, prompt engineering, human-in-the-loop workflow design, sample taxonomy governance, evaluation set stratification, model robustness & drift monitoring, cross-team collaboration.
Preferred skills
Experience building Red Team Agentic Platforms, AIGC content generation pipelines, benchmark construction.
Responsibilities
Design sample enrichment workflows for multimodal data; evolve risk taxonomies and identify coverage gaps; maintain multi-layer evaluation sets for model versioning; manage the full lifecycle SOP of sample assets; drive closed-loop feedback with algorithm and policy teams.
Seniority
Senior, hands-on IC