AI数据策略专家（Memory方向） - AI数据与安全
Core
Design and execute data strategies for text-based LLMs, focusing on prompt engineering, evaluation metrics, and automated production pipelines to support model iteration and user experience.
Role type
Senior IC AI Data Strategy Specialist (Text LLM & Prompt Engineering)
Builds
Automated data production pipelines, evaluation frameworks, and prompt training datasets for Seed base models and AI-native applications.
Domain
Generative AI, Large Language Models (Text), Data Strategy
Deliverable
production ML models
Required skills
Prompt Engineering, Text LLM training principles, Data analysis, Text evaluation, Business scenario translation, Python scripting
Preferred skills
NLP data perspective, Statistical analysis, Agent toolchain development, Vibe coding
Technologies
Python, LLMs, Prompt Engineering frameworks
Responsibilities
Collaborate with product teams to build automated production chains for model iteration and evaluation; Translate business requirements into prompt training technical solutions; Define ideal state rules and data strategies based on model output and user preferences; Analyze training data and model performance to identify optimization points and support decision-making.
