MyShell.ai

Data Scientist

• Review and refactor existing data table structures, field semantics, and key/ID systems to resolve legacy issues such as “one field with multiple meanings”
• Design and drive a unified data model and metric definitions; establish a company‑wide data dictionary and data standards
• Partner closely with engineering to participate in data warehouse modeling and data pipeline (ETL/ELT) design, improving data quality and maintainability
• Own the overall methodology and implementation path for A/B testing and other online experiments across the company
• Design experiment pipelines, including traffic allocation, tracking/instrumentation strategy, data collection, data storage, and analysis workflows
• Develop standardized experiment analysis frameworks and reusable templates, including core metrics, significance testing, sample size estimation, and evaluation guidelines
• Deeply engage with core business lines and define problems and key metrics starting from product and business goals
• Based on the unified data system, provide structured data analysis and experiment recommendations to product and business teams
• Use data and experiment results to identify growth opportunities, product optimization directions, and potential risks, and clearly communicate findings to non‑technical stakeholders
• Promote data naming conventions, field definitions, and tracking standards, and ensure their adoption across the company
• Establish and maintain data quality monitoring mechanisms to detect and fix data issues
• Document and socialize internal best practices related to data and experimentation, helping to build a strong data culture and improve overall data usage efficiency.

Chief Marketing Officer

• 制定和执行全面的营销战略
• 负责KOL运营管理
• 拓展和管理行业外包和中介资源
• 参与公司经济系统的设计
• 负责组织和推广各种活动
• 管理公关活动