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dbaplus Community
dbaplus Community
Apr 15, 2026 · Industry Insights

How AI is Reshaping Software Engineering: Key Findings from the 2026 AI4SE Industry Survey

The 2026 AI4SE Industry Survey by China CAICT reveals that AI technologies—from large models to autonomous agents—are dramatically boosting efficiency across the software‑engineering lifecycle, raising maturity to core‑intelligence levels, expanding tool adoption, and driving a paradigm shift toward large‑scale, AI‑driven development.

AI4SEIndustry Surveyai
0 likes · 8 min read
How AI is Reshaping Software Engineering: Key Findings from the 2026 AI4SE Industry Survey
AI Info Trend
AI Info Trend
Jul 24, 2025 · Industry Insights

What’s Driving AI Adoption in 2025? Six Key Trends Uncovered

The AI Adoption Survey H1 2025 reveals that nearly half of organizations have deployed AI in production, engineering and R&D lead usage, Chinese LLMs gain overseas interest, and cost, reliability and intelligence remain the top challenges, while tool preferences and multimodal trends reshape the market.

AI InfrastructureAI adoptionAI trends
0 likes · 7 min read
What’s Driving AI Adoption in 2025? Six Key Trends Uncovered
FunTester
FunTester
Mar 8, 2024 · Industry Insights

What the 2023 Software Testing Survey Reveals About Industry Trends and Careers

The 2023 software testing industry survey, based on real data from 51Testing, shows rapid growth in automation, AI, and cloud testing, highlights sector distribution, salary trends, preferred tools, future investment areas, and professionals' career outlook and skill development priorities.

2023 trendsIndustry SurveySoftware Testing
0 likes · 9 min read
What the 2023 Software Testing Survey Reveals About Industry Trends and Careers
Software Development Quality
Software Development Quality
Feb 28, 2024 · Fundamentals

2023 Software Quality Assurance Survey Reveals Tester Career Trends, AI Adoption, and Team Dynamics

The 2023 Software Quality Assurance industry survey, based on nearly a thousand valid responses, analyzes testers' employment status, satisfaction, background, technical skills, personal growth paths, team structures, AI/LLM usage, and future industry trends, providing data‑driven insights for professionals and managers alike.

AI adoptionIndustry SurveySoftware Testing
0 likes · 24 min read
2023 Software Quality Assurance Survey Reveals Tester Career Trends, AI Adoption, and Team Dynamics
转转QA
转转QA
Feb 27, 2024 · R&D Management

2023 Software Quality Assurance Industry Survey Report: Findings, Trends, and Future Outlook

The 2023 Software Quality Assurance industry survey, based on nearly a thousand valid responses, reveals current tester employment status, job satisfaction, company size distribution, skill development, AI adoption, automation levels, workflow challenges, and future career expectations, offering a comprehensive view of the testing landscape for 2024.

2023Industry Surveycareer trends
0 likes · 22 min read
2023 Software Quality Assurance Industry Survey Report: Findings, Trends, and Future Outlook
FunTester
FunTester
Feb 27, 2024 · Industry Insights

2023 Software Testing Survey: Career Shifts, Skill Gaps, and Future Trends

The 2023 testing industry questionnaire, with roughly 850 respondents, reveals employment status, satisfaction scores, career change intentions, demographic distributions, salary trends, technical skill priorities, AI adoption rates, team structures, process bottlenecks, and forecasts for the coming year, offering a comprehensive view of the sector’s health and direction.

Industry SurveySoftware Testingai
0 likes · 24 min read
2023 Software Testing Survey: Career Shifts, Skill Gaps, and Future Trends
Efficient Ops
Efficient Ops
May 22, 2023 · Operations

What’s Driving China’s AIOps Evolution? Insights from the 2023 Survey

The 2023 China AIOps Status Survey, launched by CAICT and the Cloud Computing Open Source Industry Alliance, gathers input from over 60 enterprises to reveal current intelligent‑operations practices, observability adoption, generative AI prospects, and best‑practice case studies, while inviting participants to shape the upcoming report.

Industry SurveyIntelligent Operationsaiops
0 likes · 9 min read
What’s Driving China’s AIOps Evolution? Insights from the 2023 Survey
FunTester
FunTester
Mar 19, 2023 · Industry Insights

What Do 2022 Software Testing Survey Results Reveal About Industry Trends?

A 2022 survey of Chinese software testing professionals uncovers how layoffs, new government policies, and emerging technologies are reshaping testing work forms, tool preferences, salary distributions, career entry routes, and the overall market landscape.

Industry SurveySoftware Testingcareer pathways
0 likes · 8 min read
What Do 2022 Software Testing Survey Results Reveal About Industry Trends?
Baidu Intelligent Testing
Baidu Intelligent Testing
Jan 30, 2022 · R&D Management

2021‑2022 Software Testing Industry Survey Report: Salary, Demographics, Trends and Future Outlook

The 2021‑2022 TesterHome survey analyzes post‑pandemic changes in China's software testing industry, revealing salary distributions, regional and experience‑based differences, team sizes, role composition, automation impact, left‑right shift adoption, and emerging future directions such as AI, big data, AR/VR and autonomous driving.

Industry SurveySoftware Testingcareer trends
0 likes · 16 min read
2021‑2022 Software Testing Industry Survey Report: Salary, Demographics, Trends and Future Outlook
Architects' Tech Alliance
Architects' Tech Alliance
Oct 2, 2021 · Industry Insights

What Is CNCF? Unpacking Cloud Native’s Evolution, Tech Stack, and Survey Insights

This article provides a comprehensive overview of the Cloud Native Computing Foundation (CNCF), its origins, definition of cloud‑native, the full technology stack, member organizations, key historical milestones, 2019 survey statistics, and a technical comparison between the SpringCloud + CloudFoundry and container + Kubernetes ecosystems.

CNCFCloud NativeContainer
0 likes · 9 min read
What Is CNCF? Unpacking Cloud Native’s Evolution, Tech Stack, and Survey Insights
Cloud Native Technology Community
Cloud Native Technology Community
Apr 14, 2021 · Cloud Native

2020‑2021 Survey on Cloud‑Native Technology Adoption in Traditional Industries

The 2020‑2021 Cloud‑Native Technology Landing Survey, conducted by CNBPA, Lingqu Cloud and the Cloud‑Native Community, collected 783 responses from finance, manufacturing, energy, pharma, telecom and government sectors, revealing that cloud‑native adoption—including containers, DevOps, micro‑services, Kubernetes, Service Mesh and cloud‑native databases—has roughly doubled in production environments and is now the primary driver of digital transformation in traditional enterprises.

DevOpsIndustry SurveyKubernetes
0 likes · 12 min read
2020‑2021 Survey on Cloud‑Native Technology Adoption in Traditional Industries
Cloud Native Technology Community
Cloud Native Technology Community
Feb 19, 2020 · Industry Insights

What Did 2019 Reveal About Cloud‑Native Adoption in Traditional Enterprises?

The 2019 cloud‑native survey of over 400 enterprises across finance, energy, manufacturing and automotive sectors showed that 70.7% planned container, DevOps and micro‑service initiatives, 70% saw modest IT budget growth, and 11.4% had piloted benchmark cloud‑native practices, prompting a 2020 follow‑up study to assess current adoption and challenges.

Cloud NativeContainersIndustry Survey
0 likes · 4 min read
What Did 2019 Reveal About Cloud‑Native Adoption in Traditional Enterprises?
JD.com Experience Design Center
JD.com Experience Design Center
Jul 16, 2018 · Fundamentals

What the 2018 China UX Survey Reveals About Industry Trends and Talent Gaps

The 2018 China User Experience Industry Survey, conducted by IXDC and Tencent CDC, analyzes practitioner demographics, salary growth, job mobility, satisfaction, entrepreneurship, core competitiveness, capability models, learning plans, emerging niche roles, urgent vacancies, and common tools, offering a comprehensive view of UX developments and challenges.

2018 ReportChinaIndustry Survey
0 likes · 3 min read
What the 2018 China UX Survey Reveals About Industry Trends and Talent Gaps
DevOps Engineer
DevOps Engineer
Jan 13, 2018 · Fundamentals

2017 Global Software Testing Industry Survey Report Overview

The 2017 PractiTest software testing industry survey reveals worldwide respondent demographics, preferred testing skills, increasing multitasking and automation, widespread agile and CI/CD adoption, future technology priorities, and hiring expectations, offering a comprehensive snapshot of current practices and emerging trends for testers.

Industry SurveySoftware Testingagile
0 likes · 5 min read
2017 Global Software Testing Industry Survey Report Overview
DevOps Engineer
DevOps Engineer
Aug 28, 2017 · Fundamentals

Analysis of the 2016 Chinese Software Testing Industry Survey: Demographics, Roles, Skills, and Trends

The 2016 survey of roughly 2,000 Chinese software testing professionals reveals age, gender, education, experience, salary, job roles, testing types, skill gaps, and cloud and big‑data testing considerations, offering valuable insights into the current state and future outlook of the testing field.

Industry SurveySoftware Testingcareer trends
0 likes · 10 min read
Analysis of the 2016 Chinese Software Testing Industry Survey: Demographics, Roles, Skills, and Trends
DevOps Engineer
DevOps Engineer
Aug 19, 2017 · Fundamentals

Chinese Software Testing Professionals Survey: Company Attributes and Practices

Based on a survey of roughly 2,000 Chinese software testing professionals, this report analyses company characteristics, testing‑development ratios, career advancement, training frequency, testing tools, and process metrics, offering insights into current industry trends and recommendations for QA practitioners.

ChinaIndustry SurveyQA
0 likes · 9 min read
Chinese Software Testing Professionals Survey: Company Attributes and Practices