众包调度策略-CQC
Core
Design and optimize task scheduling strategies for crowdsourcing operations based on supply/demand, capacity, and performance data.
Role type
Senior IC data scientist (operations strategy)
Builds
Task distribution rules, personnel matching algorithms, and priority logic for crowdsourcing platforms
Domain
Logistics / Crowdsourcing / Operations
Deliverable
production ML models
Required skills
SQL, data analysis, logical reasoning, business acumen, A/B testing design, rule iteration
Preferred skills
experience in crowdsourcing operations, workforce scheduling, supply-demand matching, product management
Technologies
SQL, data analysis tools
Responsibilities
Monitor core metrics and analyze scheduling effectiveness to drive strategy experiments and rule iterations; Evaluate strategy impact on completion rates, timeliness, cost, and quality; Collaborate with operations, product, and engineering teams to systematize scheduling rules; Design and execute experiments including rule adaptation, tiered routing, and A/B tests; Develop emergency plans to ensure stable delivery during peak periods and unexpected scenarios.
