DZone：2025数据工程趋势报告：现代数据栈赋能智能规模化（英文版）（54页）.pdf

1、PAGE 2TREND REPORT|DATA ENGINEERING 2025 DZONE Table of ContentsContent EditorSenior Manager,Production OpsAcquisitions EditorCommunity SpecialistContent EditorCarisse DumauaMelissa HabitLucy MarcumDominique RollerGing VillenaDZones Content and Community team can be found reviewing contributor piece

2、s,working with authors and sponsors,and coordinating with our researcher and designer to deliver valuable,high-quality content to global DZone-ians.Meet the TeamDZONE RESEARCH03 Key Research FindingsAN ANALYSIS OF RESULTS FROM DZONES 2025 DATA ENGINEERING SURVEYG.Ryan Spain|Freelance Software Engine

3、er,Former Engineer&Editor at DZoneFROM THE COMMUNITY22 Data Lake,Warehouse,or Lakehouse?RETHINKING THE FUTURE OF DATA ARCHITECTUREMiguel Garcia Lorenzo|VP of Engineering at Factorial28 Data Engineering for AI-Native ArchitecturesDESIGNING SCALABLE,COST-OPTIMIZED DATA PIPELINES TO POWER GENAI,AGENTIC

4、 AI,AND REAL-TIME INSIGHTSAbhishek Gupta|Product Manager at Microsoft33 Scaling Real-Time Data Systems With DataOps:Principles,Practices,and Use CasesTulika Bhatt|Senior Software Engineer at Netflix42 checklist How Healthy Is Your Data in the Age of AI?AN IN-DEPTH CHECKLIST TO ASSESS DATA ACCURACY,G

5、OVERNANCE,AND AI READINESSSukanya Konatam|Sr.Manager,Data Governance&Data Science at Vialto PartnersADDITIONAL RESOURCES47 Solutions DirectoryPAGE 3TREND REPORT|DATA ENGINEERING 2025 DZONE ORIGINAL RESEARCHKey Research FindingsAn Analysis of Results From DZones 2025 Data Engineering SurveyG.Ryan Spa

6、in,Freelance Software Engineer,former Engineer&Editor at DZoneAcross the globe,companies are leveling up their data capabilities and analytics maturity.While organizations have become increasingly aware of the copious new technologies at our disposal,its now about how we can use these in a thoughtfu