Applied Scientist , Customer Experience and Business Trends
Core
Research state-of-the-art techniques in agent-based modeling and lead scientific innovation to build foundational agentic simulation capabilities for testing and optimizing customer experiences.
Role type
Senior IC applied scientist (agentic simulation)
Builds
Foundational agentic simulation capabilities and frameworks for multi-modal content handling
Domain
AI, multimodal systems, customer experience optimization
Deliverable
production ML models
Required skills
agent-based modeling, user modeling, behavioral simulation, multi-modal content handling, algorithm design, data mining, high-performance computing, responsible AI practices
Preferred skills
multimodal AI systems, vision-language models, LLM-based agent systems
Technologies
Java, C++, Python
Responsibilities
Design and implement frameworks for multi-modal content handling; Use state-of-the-art techniques in user modeling and behavioral simulation; Research and implement novel algorithms and modeling techniques; Acquire and curate diverse datasets; Create robust evaluation metrics and test sets; Innovate in data representation and model training techniques; Apply responsible AI practices throughout the development process
Seniority
Senior, hands-on IC