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Senior AI Data Engineer at innopeaktech | Palo Alto

innopeaktechPalo Alto, California, United States
On-site Full-time

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About the job

Join innopeaktech as a visionary Senior AI Data Engineer, where you will play a pivotal role in uniting our user data assets with cutting-edge AI technologies. In this position, you will architect our user data framework, developing a sophisticated data warehouse and a flexible tagging system. Your expertise will enable seamless integration with third-party Large Language Models (LLMs), fostering intelligent, data-driven interactions and transforming user experiences.

Key Responsibilities

  • User Data Warehouse Construction & Architecture
  1. Design and maintain a scalable User Data Warehouse to unify data from diverse sources.
  2. Create efficient data models for high-performance querying and analytics.
  3. Develop ETL/ELT pipelines to ensure immediate data availability and integrity.
  • Data Tagging & Profile System (User 360)
  1. Implement a robust User Tagging/Labeling System (User Portrait).
  2. Establish algorithms for generating static, behavioral, and predictive tags for precise user segmentation.
  3. Ensure the tagging system updates in real-time to reflect current user interactions.
  • LLM Integration & Data Intelligence
  1. Oversee the integration of Large Language Models with our internal datasets.
  2. Design and implement RAG (Retrieval-Augmented Generation) pipelines to supply structured user profile data and tags into LLMs for tailored outputs.
  • Intelligent Interaction Development
  1. Create APIs and middleware to facilitate natural language interactions with data for downstream applications.
  2. Enhance the

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