Core Insights - The article emphasizes the importance of foundational skills in live streaming operations, suggesting that new operators should focus on becoming reliable before mastering advanced techniques [1][3][21] - It highlights the significance of data analysis in improving operational efficiency and decision-making, recommending the CDA data analyst certification as a valuable asset for operators [10][14][15] Group 1: Foundational Skills - New operators should prioritize mastering basic platform operations and understanding the underlying logic of each function [3][4] - Keeping detailed records of live streaming sessions, including audience interactions and product highlights, is crucial for continuous improvement [5][21] - Operators must learn to interpret core data beyond just online numbers and sales figures, analyzing factors that influence conversion rates [4][8] Group 2: Data-Driven Operations - Understanding the flow of traffic and user behavior is essential for optimizing live streaming strategies [8][9] - Creating user profiles based on order and interaction data can significantly enhance engagement and sales [9][10] - Identifying the optimal product mix for different stages of a live stream can maximize audience retention and profitability [10][12] Group 3: Long-Term Development - Operators should transition from executing tasks to mentoring new team members, fostering a culture of knowledge sharing [12][21] - Strategic planning for account growth should encompass both short-term sales and long-term brand development [13][21] - Continuous learning and adaptation to industry changes, such as AI integration in live streaming, are vital for sustained success [14][25] Group 4: CDA Certification - The CDA data analyst certification is highly regarded in the industry, comparable to CPA and CFA certifications, and is often preferred by employers [15][17] - Many companies prioritize CDA-certified candidates for roles in data analysis, financial technology, and market research [17][18] - The certification enhances job prospects and can lead to higher salaries in various sectors, including internet companies and financial institutions [18][19]