广告算法工程师-穿山甲（北京）
Core
Optimize monetization efficiency for specific ad industries (e-commerce, education, finance, etc.) by refining ad delivery strategies and deep behavior prediction models under sparse data conditions.
Role type
Senior IC algorithm engineer (advertising optimization)
Builds
Ad delivery systems and bidding strategies for industry clients
Domain
Digital advertising, machine learning, federated learning
Deliverable
production ML models
Required skills
Machine learning, statistical learning, deep learning, sparse data modeling, bidding strategy optimization, federated learning, user segmentation algorithms
Preferred skills
Industry-specific ad delivery expertise, cold-start problem solving, system stability analysis
Technologies
Federated learning, deep learning frameworks, statistical learning libraries
Responsibilities
Optimize ad delivery strategies and models for specific vertical industries; Design and optimize population generalization algorithms using data closed-loop solutions; Analyze deep conversion link differences across industries to improve backend performance; Provide long-term solutions for cold-start, stability, and ecosystem issues.
Seniority
Senior, hands-on IC
