Cgg
Head of Applied AI Products
Houston, United States of America
Sponsorship not specifiedDetected 30 days ago
Machine LearningData AnalysisData EngineeringLLMsRAGMLOpsAI OrchestrationProduct ManagementResearchLeadershipCollaboration
About the role
- This role sits at the intersection of engineering, research, and product architecture, defining the technical direction for AI-powered solutions and translating emerging AI capabilities into scalable, production-grade products.
- The Head of Applied AI Products will shape the AI roadmap, define system architectures, and ensure the successful delivery of innovative AI-driven capabilities aligned with Viridien's strategic goals.
Responsibilities
- Define and own the AI product architecture and technical product roadmap.
- Establish best practices for building reliable, observable, and debuggable LLM-powered systems.
- Develop document ingestion, layout analysis, and information extraction capabilities.
- Build entity resolution processes aligned with standardized domain databases.
- Implement table understanding and schema normalization into predefined data schemas.
- Build enhanced RAG (Retrieval-Augmented Generation) systems and AI-assisted research tools.
Requirements
- Practical experience with LLM application architectures (e.g., RAG, agents, workflows, tool calling).
Skills
- AI Product Architecture & Strategy
- Translate emerging AI capabilities into scalable product architectures and user experiences.
- AI Data Pipelines & Systems
- Design and improve end-to-end AI pipelines.
- Advanced AI & Analytics
- Design and implement advanced analytics capabilities.
- AI Applications & Platforms
Benefits
- Develop domain-specific machine learning models in collaboration with subject matter experts.
This listing is sourced directly from Cgg's careers page and normalized into a canonical job model.