VLM大模型数据运营专家（基础模型） - AI数据与安全
Core
Lead end-to-end data production for Vision-Language Models (VLMs), establishing standards, optimizing pipelines, and ensuring data quality to support model iteration and performance.
Role type
Senior Data Operations Specialist (VLM Foundation Models)
Builds
Scaled VLM training datasets, evaluation benchmarks, and automated data production pipelines
Domain
Artificial Intelligence / Large Language Models / Computer Vision
Deliverable
production ML models
Required skills
VLM architecture understanding, prompt engineering, data pipeline orchestration, Python programming, project management, cross-functional collaboration
Preferred skills
LLM fine-tuning experience, web scraping, Agent automation, multi-threading knowledge, Pandas/NumPy proficiency
Technologies
Python, Pandas, NumPy
Responsibilities
Define and iterate data production standards for visual understanding models; Design and execute experiments to improve data efficiency and model performance; Optimize annotation workflows using tools, prompts, and automation; Collaborate with algorithm and product teams to align data strategies with model logic; Mentor team members on LLM concepts and applications.