如何使用 DATABRICKS 基础模型降低招聘成本.pdf

1、2024 Databricks Inc.All rights reservedGARY NAKANELUA|BLUEPRINTGARY NAKANELUA|BLUEPRINT1HOW WE REDUCE HOW WE REDUCE RECRUITING COSTS RECRUITING COSTS USING DATABRICKS USING DATABRICKS FOUNDATION MODELSFOUNDATION MODELS2024 Databricks Inc.All rights reserved1.My daily driver vehicle is a 800 horsepow

2、er Dodge Challenger Hellcat.2.I play bass in a Seattle rock band that has released three albums on vinyl.3.This is my first time presenting at Data and AI Summit.2ABOUT MEABOUT METwo Truths&A LieTwo Truths&A Lie2024 Databricks Inc.All rights reservedAVG TIME FOR AVG TIME FOR TECH REVIEWTECH REVIEW3T

3、HE SITUATIONTHE SITUATIONBy The NumbersBy The NumbersAVG#RESUMES AVG#RESUMES TECH REVIEWEDTECH REVIEWEDRESUMES RESUMES PER ROLEPER ROLEAVG COST PER AVG COST PER RESUME REVIEWRESUME REVIEW1515MINUTESMINUTESPER RESUMEPER RESUME1515DOLLARSDOLLARSPER RESUMEPER RESUME2525x x$375$375PER ROLEPER ROLE2525OP

4、EN ROLESOPEN ROLES(MONTHLY)(MONTHLY)=$9.3k$9.3k/$112k/$112kMONTHLYMONTHLYCOSTCOSTANNUAL ANNUAL COSTCOST2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved4THE ONE QUESTIONTHE ONE QUESTIONCOULD GENAI REDUCE OUR RECRUITING COSTS?2024 Databricks Inc.All rights reserved5THE ID

5、EATHE IDEALeverage Leverage GenAIGenAI To Remove Need For Tech ReviewsTo Remove Need For Tech ReviewsPROMPTRESUMEGENAI MODELRECOMMENDATIONPROPRO-TIPTIP:Start simple.2024 Databricks Inc.All rights reserved6THE POCTHE POCWhere We StartedWhere We StartedPython/Flask AppDockerGoogle Cloud RunGoogle Fire

6、baseOpenAI2024 Databricks Inc.All rights reservedONE PROMPT TO ONE PROMPT TO RULE THEM ALL RULE THEM ALL WASNT A FITWASNT A FIT7THE LEARNINGSTHE LEARNINGSTHERE WERE MANY HERE ARE THE TOP TWO:THERE WERE MANY HERE ARE THE TOP TWO:KEEP THE DATA KEEP THE DATA WITH