数据驱动思维
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2026年天猫代运营:新商家如何筛选代运营公司?
Sou Hu Cai Jing· 2026-02-25 09:42
Core Insights - The core challenge for new merchants on Tmall in 2026 is not product selection but finding the right operational partners, as the e-commerce landscape has shifted to a highly competitive environment where professional operation services are in high demand [1][3] Group 1: Market Dynamics - E-commerce competition has entered a "stock game" phase, leading to fragmented platform traffic and a need for specialized operational services [1] - The era of relying solely on inexperienced teams for operations is over; successful brands now require partners with deep industry insights and strategic thinking [3][10] Group 2: Selection Criteria for Operational Partners - New merchants should assess the background of the operational team, focusing on whether they have experience from major companies or well-known brands, as this indicates a deeper understanding of platform rules [4] - A qualified operational company should demonstrate a data-driven approach, utilizing A/B testing and real-time insights rather than relying on subjective opinions [8][11] - It is crucial to evaluate the operational partner's ability to implement a comprehensive strategy that includes both on-platform and off-platform marketing efforts [10] Group 3: Importance of Experience and Data - Experience alone is insufficient; operational partners must also provide data-backed evidence of their strategies and successes [8][12] - The ability to analyze data and identify new market opportunities is essential for operational partners to enhance return on investment (ROI) [11] Group 4: Long-term Vision and Brand Value - New merchants need partners who focus on long-term brand development rather than short-term gains, emphasizing the importance of brand storytelling and customer relationship management [13][15] - Operational partners should be able to provide a full range of services, from visual design to content marketing, ensuring a cohesive strategy that can adapt to market changes [15]
大专后端开发工程师,2026年如何靠8大认证“逆天改命”?
Sou Hu Cai Jing· 2025-12-19 19:25
Core Insights - The article emphasizes the importance of professional certifications for backend developers to enhance their employability and demonstrate their technical capabilities in a competitive job market [1][4][14] Certification Recommendations - The recommended certifications include: - Oracle Certified Professional: Java SE 17 Developer (OCP) for Java developers, recognized as a top-tier certification in the industry [5] - Certified Data Analyst (CDA) for data analysis skills, which is highly regarded and recommended by authoritative media [4][7] Industry Expectations - Companies expect backend developers to build high-availability, high-concurrency, and scalable system architectures, necessitating a focus on programming languages, cloud-native architecture, and data-driven business insights [3][14] Employment Opportunities - Job roles for certified professionals include data analysts, technical positions in finance and banking, business intelligence consultants, and market researchers, with starting salaries around 15K+ [9] Salary Advantages - The article presents a salary comparison showing that backend developers with data analysis skills can earn significantly more, with salary increases of approximately 20% to 25% compared to traditional skill sets [11][12] Strategic Certification Combinations - Suggested strategies for certification paths include: - A combination of depth in programming languages/frameworks (OCP or Spring) and business insight (CDA) to create a T-shaped skill set [13] - A focus on cloud-native development with certifications from AWS or Azure, alongside CDA for enhanced business acumen [13][15] Market Trends - The backend development market in 2026 is characterized by a blend of technical depth and business breadth, making certifications like CDA crucial for standing out and securing high-value positions [14]
发现创意的心流
Jing Ji Guan Cha Wang· 2025-05-09 14:59
Group 1 - The core idea emphasizes the importance of testing ideas early and obtaining real feedback from potential users rather than relying on surveys [2][3] - The concept validation is crucial, and testing does not require a fully developed product; it can be done with minimal investment to gauge interest [3][4] - Data-driven thinking is essential in entrepreneurship, and testing should focus on observing real user behavior to confirm demand before proceeding [3][11] Group 2 - Identifying true problems is the starting point for creativity, which involves recognizing situations where user behavior deviates from expectations [4][5] - Cross-disciplinary thinking can inspire innovative solutions by drawing insights from other fields [5][6] - Fresh perspectives can be gained by involving individuals from outside the usual expertise, which can lead to new observations and ideas [6][10] Group 3 - Creativity requires patience and long-term accumulation of ideas, rather than relying solely on spontaneous insights [7][8] - Maintaining a habit of recording ideas and conducting regular reviews can help build a repository of insights that can be referenced later [7][8] - Collective brainstorming and encouraging diverse input can enhance the creative process within teams [9][10] Group 4 - Organizations must recognize that creativity and innovation are processes that require a shift in mindset from risk aversion to exploring possibilities [11][12] - Testing should be an ongoing process, and organizations should avoid rushing to implement ideas based on initial successes [12][13] - Creating a psychologically safe environment is vital for encouraging employees to share innovative ideas and accept constructive feedback [13]