AI数据运营（模型运营方向）-国际化
Core
End-to-end data production for LLMs, including dataset standardization, model evaluation, and quality assurance.
Role type
Senior IC AI Data Operations Engineer (LLM focus)
Builds
High-quality training datasets and evaluation pipelines for large language models
Domain
Artificial Intelligence / Large Language Models / Data Engineering
Deliverable
production ML models
Required skills
LLM architecture knowledge, MLOps tools, Python, TensorFlow/PyTorch, Spark/Hadoop, project management, cross-functional collaboration
Preferred skills
Trust & safety experience, content moderation compliance, model optimization, data analysis
Technologies
Spark, Hadoop, TensorFlow, PyTorch, Python
Responsibilities
Define dataset standards and execute model evaluations; Optimize data production workflows using latest LLM tools; Research novel training methods to improve data generalization and efficiency; Collaborate on model production lifecycle and identify performance gaps.