风控数据挖掘专家-Data
Core
Reconstruct internet risk event chains (account security, transaction fraud, content safety, marketing fraud, crawler defense) using data mining, graph analysis, and behavioral sequence analysis to identify risk patterns and key data features.
Role type
Senior IC risk data mining expert
Builds
Reusable, deployable data products and platforms for risk control capabilities
Domain
Internet security and risk control
Deliverable
production ML models
Required skills
Data mining, graph analysis, behavioral sequence analysis, SQL, complex data extraction and modeling, risk strategy design, cross-team coordination
Preferred skills
LLM and AI Agent design, reverse engineering, penetration testing, Python/Go/Java/C++ development, machine learning algorithms
Technologies
SQL, Python, Go, Java, C/C++, JavaScript, LLM, AI Agent
Responsibilities
Design and implement data products for risk control, collaborate with algorithm and engineering teams to platformize capabilities, drive deep application of risk data in business scenarios, and coordinate resources across strategy, algorithm, engineering, and governance teams.
Seniority
Senior, hands-on IC