AI测试开发工程师 - 抖音
Core
Develop AI-driven quality assurance solutions for live streaming products, integrating LLMs and AIGC to automate testing, evaluate models, and analyze defects.
Role type
Senior AI Test Development Engineer
Builds
Automated testing pipelines, model evaluation frameworks, and quality monitoring systems for live streaming features.
Domain
Live streaming / AI Quality Assurance / LLM Applications
Deliverable
production ML models
Required skills
Python, Java, Node.js, LLM application (Prompt Engineering, RAG, Agent), Multi-modal model understanding, Model fine-tuning (SFT, LoRA, DPO), Automated test case generation, Model effect evaluation, Defect analysis
Preferred skills
AICoding, Quality metrics establishment, Agile testing (shift-left/right), Industry research on AIGC
Responsibilities
Collaborate with product and business teams to deliver live streaming features; Identify inefficiencies and implement AI-based quality improvements; Establish quality metrics and monitor product issues; Research and apply frontier AI technologies to enhance testing capabilities.
Seniority
Senior, hands-on IC
