Report titled "Analysis of the Real-World Landscape of Occupations Under the AI Wave" (PDF file)

DataStory, in collaboration with Tencent News and Jiupai News, launched the "..."AIThe report, "Analysis of the Real Landscape of Careers Under the Wave," uses big data analysis to provide insights into the realities of the profession.AIThe report reveals the real impact on different professions.AIHow to change the professional ecosystem and explore new trends in future career development. Providing users with a comprehensive perspective to help them understand...AIThe opportunities and challenges of careers amidst the changing tides provide guidance for working professionals.

Get theAIAnalysis of the Real Landscape of Careers Under the WaveThe original PDF report is available by scanning the QR code and replying. 20250727

Research Background and Data Description

• Research BackgroundDetailed introductionAIThis report explores the process from technological breakthroughs to practical applications, and aims to clarify the original intention behind its publication.AIIts impact on various industries provides a reference for future career development.
• Data DescriptionCollect keywords (keywords for various professions + ...) AIRelated keywords), data time (June 1, 2024 to May 31, 2025), data source (DataStory's Data Aggregator, covering platforms including Zhihu, Hupu, Douban, JianShu, ZOL, etc.), and the definition of voice volume and the calculation formula of sentiment score (NSR).

AIWith professional voice trend

• Overall volume trendShowcase of the past yearAIThe chart showing the trend of professional voices indicates that since the release of DeepSeek,AI Discussions about professions have seen a significant increase in popularity, with total discussion volume in 2025 increasing by 60% compared to 2024, indicating...AIIts popularity in the workplace is constantly increasing.
• Changes in user focusAnalysis of user responses to DeepSeekAIThe focus has shifted from technological exploration to practical application, citing 2024 and 2025 as examples.AI + Changes in career-related topics, emphasizing workplace efficiency and personal growth as key user experiencesAIThe core scenario.

AIImpact on different professions

• programmer
  • Audience ProfileThe majority of respondents were male (63.66%), with those born in the 1990s and 2000s being the main force (72.92%), and they were mainly concentrated in first-tier and new first-tier cities (80.41%).
  • Detailed impact: ExplorationAIThe polarization of programmer roles has impacted traditional roles such as development and testing, while...Large ModelTrainerAIThere is a shortage of talent for emerging positions such as ethics engineers.AIThe impact of programming tools on traditional development roles, and the prominence of the "Matthew effect" in the field of model training.
  • Values and points of contentionListAIThe value proposition for programmers, such as triggering an efficiency revolution, improving happiness, and expanding earning opportunities, is analyzed, along with points of contention, including discussions about the "decline in programmer capabilities."AIMisuse may lead to liability issues, etc.
  • SummarizeSummaryAIThe impact on the programmer profession emphasizes the need for programmers to shift from traditional "bricklayers" to "foremen," enhancing their skills and knowledge.AIThe ability to use tools andLarge ModelComprehension ability.
  • doctor
    • Audience ProfileThe proportion of males is 53.72%, and those born in the 1990s and 1980s are the main groups of interest (66.30%), concentrated in first-tier and new first-tier cities (64.20%).
    • Detailed impactExplanationAIThis involves comprehensive involvement in the medical field, including pre-diagnosis triage, diagnosis and treatment plan development, and post-diagnosis patient rehabilitation, illustrated with specific case studies.AIHow to optimize the allocation of medical resources, assist doctors in outputting diagnostic results and treatment plans, and combine wearable devices to help patients recover.
    • Values and points of contention:analyzeAIThe value proposition for physicians includes improved diagnostic efficiency, reduced paperwork time, and integration of vast amounts of literature and clinical data. It also explores points of contention, including...AIDiagnosis may undermine the doctor's decision-making authority and trigger...AIDiscussions on whether it can replace doctors, etc.
    • Summarize:emphasizeAIIt's a doctor's super assistant, improving work efficiency and medical quality, but the responsibility a doctor bears when signing a diagnosis cannot be replaced.AI + Professional discussions among doctors are growing the fastest, and better collaboration is needed in the future.
    • teacher
      • Audience ProfileWomen accounted for 57.24%, and those born in the 1990s and 1980s were the main groups (accounting for 73.67%). Discussions were more heated in first-tier and new first-tier cities (accounting for 57.77%).
      • Detailed impact:analyzeAIThe impact on the teaching profession, such as classroom interaction, lesson preparation, and homework correction, emphasizes classroom interaction as a key aspect.AIThe most impactful aspect is that teachers generally rely on...AITechnology enhances classroom engagement and interactivity. Exploring education.intelligentThe differentiation of educational stages is becoming more pronounced, with primary school becoming...AIWhile applications are the primary battleground, universities face new challenges in academic ethics, with mathematics and language arts becoming the focus of academic research.AIThe two disciplines with the fastest growth rate.
      • Values and points of contentionListAIThe value proposition for teachers, such as improved teaching efficiency and enhanced precision teaching skills, is analyzed, along with points of contention, including...AIThe dilemma of the education system caused by writing applications, "forced"AIThe formalistic pressure caused by "education," etc.
      • Summarize: Indicates when the machine is working byAIAfter processing, teachers are able to focus on "things that only humans can do," transforming from knowledge transmitters to guides, stimulating students' curiosity, cultivating critical thinking, and shaping values. In the future, teachers will need to find a balance between technological empowerment and the essence of education.
      • Designer
        • Audience ProfileThe percentage of male participants was 53.71%, with those born in the 1990s being the main group of interest (49.62%). Participation in discussions was higher in first-tier and third-tier cities and below (61.51%).
        • Detailed impact: ExplorationAIThe impact on different design roles, such as graphic designers, architects/interior designers, and UI/UX designers, is pointed out.AIIt significantly improved the creative efficiency of graphic designers, accelerated the skill development of junior UI designers, and promoted the transformation of the design industry towards higher value. It also analyzed the impact of positions such as fashion designers on...AIThe usage of tools.
        • Values and points of contention:analyzeAIThe value proposition for designers includes optimizing workflows, expanding creative boundaries, and promoting the democratization of design, while also exploring points of contention, including...AIThe competition for talent and pricing in the design industry intensifies, and copyright risks cast a shadow over originality.
        • SummarizeIt emphasizes that the core value of future designers lies in their ability to define problems.AIThis will help designers improve their efficiency and creativity, but the industry also needs to address the risks of low-price competition and the challenges of copyright protection.
        • Psychological counselor
          • Audience ProfileWomen accounted for 61.14% of the respondents, and those born in the 1990s were the main group of interest (accounting for 41.16%). Discussions were more heated in first-tier and new first-tier cities (accounting for 69.48%).
          • Detailed impactExplanationAIIn the field of psychological counseling, applications include providing emotional support and psychological education across geographical boundaries, assisting psychological counselors in making judgments, simulating real counseling scenarios to provide a practice platform for novice counselors, and driving the construction of supervision platforms and case databases.
          • Values and points of contention:analyzeAIThe value proposition for mental health counselors includes enabling more people to manage their emotions in daily life, removing shame from mental health counseling, and helping counselors improve their professional skills. The controversial points are also discussed.AIIt may expose the counselor's lack of professional competence, exacerbate emotional degradation in real society, and delay the timing of critical intervention.
          • SummarizePoint outAIThey will become working partners with psychotherapists, helping to improve their professional skills and work efficiency. However, psychotherapists still play an irreplaceable role in deep healing and complex interventions, and this needs to be clarified in the future.AIThe boundaries of psychological counseling must be defined to ensure its safe and effective application in psychological counseling services.

          Get theAIAnalysis of the Real Landscape of Careers Under the WaveThe original PDF report is available by scanning the QR code and replying. 20250727

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