算法工程师（Agent评测&数据方向）-TikTok Shop
Core
Lead the construction of automated evaluation infrastructure and systems for AI Agents, utilizing data analysis and algorithmic improvements to refine evaluation methodologies.
Role type
Senior IC algorithm engineer (Agent evaluation & data)
Builds
Automated evaluation pipelines, foundational data facilities, and evaluation agents
Domain
E-commerce (TikTok Shop) + Large Language Models (LLMs) + AI Agents
Deliverable
production ML models
Required skills
SQL, Python, R, Hadoop, Spark, Hive, statistical analysis, A/B testing, causal inference, algorithm design, C++, C
Preferred skills
Agent development, complex scenario evaluation, academic publications, first-principles thinking
Technologies
Python, C++, C, SQL, Hadoop, Spark, Hive
Responsibilities
Lead the construction of automated evaluation infrastructure and systems; Identify limitations of large models and AI to build high-quality data and knowledge bases; Develop evaluation agents and build automated batch evaluation pipelines; Participate in the R&D process to identify efficiency opportunities and pain points.