Core Competencies in E-commerce Operations - Data analysis capability is the most crucial skill for e-commerce operations, requiring proficiency in tools like Excel and BI tools [3] - Ability to identify business problems and opportunities through data, focusing on key metrics such as conversion rate, average order value, and repurchase rate [4] - Marketing planning skills are essential, including familiarity with various promotional channels and the ability to design comprehensive marketing campaigns [4] - User experience optimization involves attention to the entire process from browsing to purchasing, emphasizing user feedback and continuous improvement of services [4] - Supply chain management knowledge is necessary, including inventory management and logistics, with a focus on cost control and efficiency [4] Growth Path in E-commerce Operations - Beginner Stage (0-1 year): Focus on rapid learning and experience accumulation, mastering platform operations and basic tools, and developing data analysis habits [6][7] - Growth Stage (1-3 years): Ability to independently manage specific segments or channels, enhancing data analysis depth, marketing innovation, and cross-department collaboration [8] - Maturity Stage (3+ years): Requires strategic vision and team management skills, understanding industry trends, building teams, and driving business innovation [9] Importance of Professional Certification - Professional certifications help establish a comprehensive knowledge framework, enhancing career competitiveness and ensuring up-to-date skills in evolving fields like data analysis [11] - The CDA Data Analyst certification is particularly relevant for e-commerce operations, aligning closely with business needs and offering a clear learning path [12] - High recognition of the CDA certification among employers, with many companies prioritizing CDA holders in hiring processes [16] Employment Opportunities and Salary Expectations - Job roles for CDA holders include data analyst positions in internet companies, technical roles in finance, business intelligence consulting, market research, and operations [18] - Starting salaries for these positions are around 15K+, with a significant industry demand for skilled professionals [18] Continuous Learning and Development - Growth in e-commerce is a gradual process requiring consistent effort, with recommendations to assess current stages, create actionable improvement plans, and integrate learning with practical work [20]