AI数据运营专家（商业广告方向） - AI数据与安全
Core
Build and evaluate training data for multimodal models in commercial advertising scenarios, covering SFT, RL, and preference data production to support model iteration.
Role type
Senior AI Data Operations Engineer (Multimodal/Advertising)
Builds
Multimodal models for commercial advertising
Domain
AI/ML, Commercial Advertising
Deliverable
production ML models
Required skills
Python, Multimodal PE/Workflow/Agent, SFT/RLHF training paradigms, Data cleaning & preprocessing, Data analysis, Automated script development, Data distribution analysis, Bias identification
Preferred skills
Commercial advertising image/video multimodal model experience, Large model training/evaluation experience, Rapid learning capability
Technologies
Python, SFT, RLHF, PE, Workflow, Agent
Responsibilities
Design data and evaluation schemes for multimodal model training; Analyze negative cases and root causes across data/model/strategy/engineering; Automate data production and evaluation workflows; Collaborate cross-functionally to define data standards and delivery norms.
Seniority
Senior, hands-on IC
