数据库AI研究员/架构师-Data
Core
Design AI-era database architectures, develop intelligent optimization strategies, and build data infrastructure for AI/ML workloads.
Role type
Senior IC Database AI Researcher/Architect
Builds
Hybrid database solutions, AI-driven performance tuning systems, and end-to-end data pipelines for model training/inference.
Domain
Database systems + Artificial Intelligence
Deliverable
production ML models
Required skills
Database architecture design, Index optimization, Transaction processing, Machine learning algorithms, Deep learning frameworks (TensorFlow/PyTorch), Go/Java/Python/C++
Preferred skills
Vectorized execution engines, GPU database acceleration, SQL engine extension development, Top-tier conference publications (VLDB/SIGMOD), Open source project leadership (AI4DB/DB4AI)
Responsibilities
Design novel database architectures for AI/ML workloads, Develop AI-based performance tuning and AIOps systems, Build data infrastructure pipelines for ML frameworks, Explore and implement best practices for AI-database integration
Seniority
Senior, hands-on IC