滴滴(高级)商业分析师 Business Analyst(J251020030)
任职要求
• Master's degree (highly preferred) in Mathematics, Statistics, Computer Science, Data Science, Financial Engineering, Business Analytics, Operation Research or related fields
• 2-5 years of experience in data science, business analytics, or consulting
• Proficient in query (e.g. SQL) and programming languages (e.…工作职责
As a Business Analyst focused on strategy operations, your scope of work will span six key areas. Your mission is to ensure that strategic initiatives are executed effectively, monitored systematically, and continuously refined through data-driven feedback and iteration. Strategy Monitoring and Insights • Build and continuously optimize monitoring metrics to enable data-informed decision- making and ongoing strategic iteration. • Design structured data visualization frameworks that deliver clear, actionable insights across diverse strategic scenarios and levels of granularity. Competitive Intelligence • Continuously track competitor strategy updates across key dimensions and interpret shifts using public signals and user-side behavioral data. • Analyze the structural design of competitor strategies to extract key differentiators and referenceable practices. Strategic Direction Planning & Management • Maintain the work breakdown structure (WBS) to support execution planning. • Support quarterly and long-term roadmap development. Cross-functional Execution • Ensure strategy logic and execution details are clearly communicated across Product, Operations, and Engineering teams to support aligned implementation. • Define and communicate key dependencies, timelines, and critical updates to enable smooth and coordinated cross-functional collaboration. Integration with High-priority Business Initiatives • Partner with city operations to support the execution of high-priority business initiatives. • Ensure strategies are localized and effectively integrated into project implementations. Foundational Data Infrastructure Support • Collaborate with data engineering teams to design, develop, and continuously improve dashboards and monitoring tools that support strategy analysis. • Document key data dependencies and enhance data accessibility and efficiency.
上海市普陀区 Strategy Monitoring and Insights • Build and continuously optimize monitoring metrics to enable data-informed decisionmaking and ongoing strategic iteration. • Design structured data visualization frameworks that deliver clear, actionable insights across diverse strategic scenarios and levels of granularity. • Identify optimization opportunities, driving continuous and focused strategy refinement. Competitive Intelligence • Continuously track competitor strategy updates across key dimensions and interpret shifts using public signals and user-side behavioral data. • Analyze the structural design of competitor strategies to extract key differentiators and referenceable practices. • Compare external strategies with internal approaches to identify actionable gaps and inform targeted optimizations. Strategic Direction Planning & Management • Track strategy versions and maintain traceability across milestones and decision points. • Lead structured reviews and distill transferable learnings for future initiatives. • Facilitate alignment on objectives, collaboration models, and execution workflows. • Ensure consistent understanding and interpretation of strategy across stakeholders. Cross-functional Execution • Ensure strategy logic and execution details are clearly communicated across Product, Operations, and Engineering teams to support aligned implementation. • Define and communicate key dependencies, timelines, and critical updates to enable smooth and coordinated cross-functional collaboration. • Monitor the quality of strategy execution and proactively identify operational barriers. Integration with High-priority Business Initiatives • Partner with city operations to support the execution of high-priority business initiatives. • Ensure strategies are localized and effectively integrated into project implementations. • Coordinate cross-functional updates and maintain joint visibility into adjustments.
As a Business Analyst focused on strategy operations, your scope of work will span six key areas. Your mission is to ensure that strategic initiatives are executed effectively, monitored systematically, and continuously refined through data-driven feedback and iteration. Integration with High-priority Business Initiatives • Partner with regional operations to support the execution of high-priority business initiatives. • Ensure strategies are localized and effectively integrated into project implementations. • Align strategy team deliverables with overarching project timelines and execution plans. • Coordinate cross-functional updates and maintain joint visibility into adjustments. Strategic Direction Planning & Management • Maintain the work breakdown structure (WBS) to support execution planning. • Support quarterly and long-term roadmap development. • Lead structured reviews and distill transferable learnings for future initiatives. • Facilitate alignment on objectives, collaboration models, and execution workflows. • Conduct necessary discussion and reporting sessions. • Perform structured information integration to form clear log of the project. Cross-functional Execution • Ensure strategy logic and execution details are clearly communicated across Product, Operations, and Engineering teams to support aligned implementation. • Monitor the quality of strategy execution and proactively identify operational barriers. • Consolidate and analyze frontline feedback to inform timely param adjustments. • Oversee rollout planning to ensure traceable implementation. Competitive Intelligence • Continuously track competitor strategy updates across key dimensions and interpret shifts using public signals and user-side behavioral data. • Analyze the structural design of competitor strategies to extract key differentiators and referable practices. • Compare external strategies with internal approaches to identify actionable gaps and inform targeted optimizations.
【业务介绍】 我们是小红书内稠密类模型(LLM/MLLM/SD/CV/NLP)统一的AI平台QuickSilver,负责调度公司内所有稠密类模型训练与推理资源,基于自建的训推引擎,为公司所有AI算法同学迭代业务模型提供端到端一站式AI服务;包括数据管理,模型管理,模型训练、压缩、推理、部署,服务管理,资源调度等一系列能力。 工作职责: 1、负责稠密类模型训练推理开发平台的架构设计和核心功能研发 2、设计和实现大模型训练部署流程,包括模型fine-tuning、推理服务化等 3、构建云原生架构,设计高可用、高性能的微服务体系 4、优化平台性能,提升系统稳定性和可扩展性