广告策略实习生（J106714）
Core
Optimize ad bidding strategies, analyze full-funnel conversion, and build sustainable ad ecosystems.
Role type
Intern, ad strategy & optimization
Builds
Ad bidding strategies, traffic ecosystem, cold-start mechanisms, monitoring systems
Domain
Digital advertising, algorithmic bidding
Deliverable
production ML models
Required skills
Python, SQL, Spark, data structures, algorithms, funnel analysis, A/B testing
Preferred skills
Ad business logic (bidding, attribution), statistical modeling
Technologies
Python, SQL, Spark
Responsibilities
Diagnose bidding and conversion bottlenecks, optimize ad traffic ecosystem, improve cold-start mechanisms, build strategy monitoring systems
