Applied AI Researcher, System Discovery
Core
Identifying entirely new classes of AI systems and reshaping mission-critical workflows for enterprise partners.
Role type
Applied AI Researcher (System Discovery)
Builds
New categories of human–AI collaboration and AI-native operational systems
Domain
Enterprise AI, System Architecture, Agentic Workflows
Deliverable
production ML models
Required skills
Building diverse AI paradigms (retrieval, reasoning agents, multimodal integrations), Compound AI systems, Agentic collaboration, Prototyping, Data analysis, Using AI tools daily
Preferred skills
Publishing in top journals, Experience with unconventional problem definitions
Technologies
Retrieval pipelines, Reasoning agents, Evaluation harnesses, Multimodal integrations, Workflow graph systems, Ensembling, ReAct, Graph-of-thoughts
Responsibilities
Explore architectures and modalities to uncover effective AI system reshaping, Draw connections across domains to develop new system archetypes, Develop prototypes revealing new human–AI collaboration categories
Seniority
Senior, hands-on IC
