VLM大模型数据运营专家（应用方向） - AI数据与安全
Core
Build end-to-end data production systems for visual understanding large models (VLMs), defining standards, optimizing annotation efficiency, and creating data flywheels to support model iteration and user experience.
Role type
Senior IC data operations expert (VLM applications)
Builds
Multimodal data pipelines, annotation workflows, and data quality standards for VLMs
Domain
AI / Large Language Models / Multimodal Data
Deliverable
production ML models
Required skills
Prompt Engineering, Function Call logic, Python, VLM/LLM annotation design, data cleaning, product thinking
Preferred skills
Pre-training/fine-tuning experience, data crawling, complex project management, team leadership
Technologies
Python, Function Call, Prompt Engineering
Responsibilities
Design data production linkages from image/video to text; Establish data standards covering collection, annotation, cleaning, and validation; Optimize annotation efficiency via tool customization and human-AI collaboration; Collaborate with algorithm and product teams to define data strategies; Mentor team members on VLM knowledge and tools.