颠覆性力量：法学硕士与数据工程新时代.pdf

1、Databricks AI Summit June 20252025Disruptive Forces:LLMs and the New Age of Data EngineeringAI-PoweredData Platforms 2025 West Monroe Partners|Reproduction and/or distribution without West Monroe Partners prior consent is prohibited.2AGENDAThe Reality Check-Where data engineers spend their time toda

2、y The Seismic Shift-How LLMs are fundamentally changing everything Three LLM Superpowers-Acceleration,translation,and documentation automation Demo-Zero to hero:Complete data model and pipelines in 6 minutes Strategic Advantage-Why speed beats low cost in the new paradigm Implementation Roadmap-Your

3、 path to 10 x productivity gains 2025 West Monroe Partners|Reproduction and/or distribution without West Monroe Partners prior consent is prohibited.3Business demands speed.Engineering needs time.Success moves firstTHE DATA ENGINEERING REALITY CHECKWe need customer insights becomes First,lets discus

4、s data governance frameworksStaff turnover meets documentation gaps:Where do we even start?Every business request gets filtered through technical feasibility studiesBy the time youve translated business need into technical specs,the business has already changedShow of hands:Whos been asked for just

5、a quick dashboard that turned into a 3-month data warehouse project?The Bureaucracy BarrierThe Tech Debt ChallengeThe Speed TaxThe Missed MomentThe Simple Request Trap 2025 West Monroe Partners|Reproduction and/or distribution without West Monroe Partners prior consent is prohibited.4Tasks that used

6、 to take months now take hourswith fewer bugs than human-written codeREAL NUMBERS,REAL IMPACTDocumentation TimeCode Translation ProjectsData Model Development8 Hours30 Minutes3 Months1 Week4 Weeks4 HoursAI-generated code with fewer bugs than manual coding and with TDD(test driven development)from th