Senior Research Scientist/Software Engineer, LLM/Agent Platform (TikTok-Content Ecology AI Innovation & Platform)
Summary
Architects and builds model/agent pipelines, observability/evaluation frameworks, and LLM/agent platforms; designs core infrastructure and implements retrieval augmented generation systems, focusing on reproducibility and performance optimization.
- Architect and build model and agent pipelines
- Build observability and evaluation frameworks
- Deploy and monitor AI models and agents
- Design and implement LLM and agent frameworks
- Design core platform infrastructure
- Develop agent planning tool use and memory systems
- Ensure reproducibility reliability and governance
- Implement retrieval augmented generation systems
- Integrate AI tools into research workflows
- Optimize model training and inference performance