数据科学家-番茄小说
Core
Provide data decision support for business operations analysis, target estimation, budget allocation, and efficiency quantification across Toutiao and Tomato Novel platforms.
Role type
Senior business data scientist (growth & efficiency optimization)
Builds
Business scale growth estimation models, marginal benefit models, and operational diagnosis frameworks
Domain
Digital content platforms (novel reading apps) + Data Science
Deliverable
production ML models
Required skills
A/B testing design, causal inference, time series analysis, machine learning, operations research, mathematical modeling, data abstraction
Preferred skills
Python, R, Hive, SQL, Excel, business profit modeling
Technologies
Hive, SQL, Excel, Python, R
Responsibilities
Estimate business targets and allocate budgets; build growth prediction models; quantify efficiency and optimize growth paths; monitor business health and perform root cause analysis.
Seniority
Senior, hands-on IC
