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Pairsと組織とデータチームの変遷

tama
March 28, 2018

 Pairsと組織とデータチームの変遷

リクルートライフスタイルさんのデータチームとの合同LT会での発表資料です。

> 急成長するサービスとともに分析チームをどのようにスケールさせていったのか?
のお題リクエストに応え、
「Pairsの成長とともに、組織とデータチームがどのように変化・拡大をしてきたか、その過程でどんな価値を発揮してきたのか」
を紹介しています。

tama

March 28, 2018
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  1. 1 ϦΫϧʔτʷΤ΢ϨΧ߹ಉษڧձ 1BJSTͱ૊৫ͱσʔλνʔϜͷมભ 5BNBLJ5FUTVNPUP&VSFLB *OD .BSDI  Copyright © 2018

    eureka, Inc. All rights reserved.
  2. 2 ࣗݾ঺հ 5BNBLJ5FUTVNPUP 4FOJPS"OBMZTU )FBEPG#*   1BJSTࣄۀ෦ɿαʔόʔαΠυΤϯδχΞ &VSFLB৽ଔೖࣾɿडୗ։ൃςΫχΧϧσΟϨΫλʔ 

    1BJSTࣄۀ෦ɿ෼ੳνʔϜ੹೚ऀ  #* #VTJOFTT*OUFMMJHFODF νʔϜ্ཱͪ͛੹೚ऀ  &VSFLBΠϯλʔϯೖࣾɿΤϯδχΞΛ໨ࢦ͢ Copyright © 2018 eureka, Inc. All rights reserved.
  3. CONFIDENTIAL INFORMATION: Not for Public Distribution - Do Not Copy

    3 135໊ શैۀһ਺ ࡀ ฏۉ೥ྸ 12% 27% 2% 5% 8% 8% 37% ΤϯδχΞ σβΠφʔ Ϛʔέ ϓϩϚω #J[%FW ΧελϚʔέΞ όοΫΦϑΟε ࠷೥গࡀɹ࠷೥௕ࡀ 4   6 உঁൺ཰ 20 ݁ࠗύʔτφʔγοϓΛ૊ΜͰ͍Δϝϯόʔͷׂ߹ &VSFLBʹ͍ͭͯ Copyright © 2018 eureka, Inc. All rights reserved.
  4. 4 1BJSTʹ͍ͭͯαʔϏε֓ཁ .FFUʜ .FTTBHF .BUDI -JLF 4FBSDI 3FHJTUFS ొ࿥͔Β࣮ࡍʹग़ձ͏·ͰɺҰ؏ͨ͠໌֬ͳϑϩʔ Copyright

    © 2018 eureka, Inc. All rights reserved.
  5. 4PVUI,PSFB Japan Taiwan No.1 2017 release No.1 5 1BJSTʹ͍ͭͯάϩʔόϧల։ͷมભ lੈքதͷਓʑͷਓੜΛ๛͔ʹ͢Δ΋ͷΛࣗ෼ͨͪͷखͰͭ͘Γग़͢z

      1BJST୆࿷൛ϦϦʔε 1BJST೔ຊ൛ϦϦʔε  ."*"$.BUDI(SPVQࢀՃ  &VSFLB *ODઃཱ  1BJSTؖࠃ൛ϦϦʔε Next…? Copyright © 2018 eureka, Inc. All rights reserved.
  6. 6 1BJSTʹ͍ͭͯྦྷܭձһ਺ͷਪҠ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ

    4FQ +BO +BO +BO +BO +BO +BO +BQBO 5BJXBO ,PSFB ձһ਺ 500ສਓ ಥഁ!! ྦྷܭձһ਺ສਓ ೔୆ؖ ͷΦϯϥΠϯσʔςΟϯάαʔϏεʹ੒௕ Copyright © 2018 eureka, Inc. All rights reserved.
  7. .BSLFUJOH ৽͍͠ܭଌπʔϧΛಋೖ͍ͨ͠ 7 #*νʔϜʹ͍ͭͯ૊৫ߏ੒ 1SPEVDU+1 1BJST $VTUPNFS$BSF .BSLFUJOH $50 43&

    #* 2" 'JOBODF #VTJOFTT 1SPEVDU(MPCBM #SBOE13 ࣄۀ෦ͱ͸੾Γ཭͠ɺ$50؅׋௚ԼͰશࣾԣஅͰσʔλʹؔ͢Δ՝୊ʹԠ͍͑ͯΔ 'JOBODF ച্༧ଌͷਫ਼౓Λ্͍͛ͨ 43& ߴ଎ԽͷϝτϦΫεΛऔΓ͍ͨ Copyright © 2018 eureka, Inc. All rights reserved.
  8. 8 #*νʔϜʹ͍ͭͯϝϯόʔߏ੒ .FNCFST "OBMZTU %BUB4DJFOUJTU %BUB4DJFOUJTU #VTJOFTT"OBMZTU %.1&OHJOFFS νʔϜϝϯόʔͷग़਎͸ΤϯδχΞɺσΟϨΫλʔͳͲ༷ʑ )FBEPG#*

    "OBMZTU #VTJOFTT "OBMZTJT &OHJOFFSJOH Copyright © 2018 eureka, Inc. All rights reserved.
  9. 9 1BJSTͷ੒௕ͱσʔλ୲౰ऀͷมભ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ ສਓ

    4FQ +BO +BO +BO +BO +BO +BO ձһ਺ 500ສਓ ಥഁ!! ݉೚͔Β࢝·Γɺσʔλϕʔεͷ࡮৽Λൽ੾Γʹઐ೚νʔϜͷઃཱ΁ "QS #*νʔϜ
 ઃཱ +BO νʔϜղࢄ "QS ΞϧΰϦζϜ
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 ݉೚ "VH σΟϨΫλʔ +0*/ "QS ؅ཧը໘ νʔϜ΁ "QS "OBMZ[F νʔϜ΁ "QS %#3FQMBDF
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  10. 10 σʔλઐ೚νʔϜͷൃ଍എܠ ձһ਺ 500ສਓ ಥഁ!! ."Λ͖͔͚ͬʹɺ.BUDI(SPVQ΁ͷϨϙʔτͷ੔උ͕ඞཁʹ ສਓ ສਓ ສਓ ສਓ

    ສਓ ສਓ ສਓ ສਓ 4FQ +BO +BO +BO +BO +BO +BO "QS "OBMZ[F νʔϜ΁ "VH ." Copyright © 2018 eureka, Inc. All rights reserved.
  11. 11 σʔλઐ೚νʔϜͷൃ଍എܠ ձһ਺ 500ສਓ ಥഁ!! ."Λ͖͔͚ͬʹɺ.BUDI(SPVQ΁ͷϨϙʔτͷ੔උ͕ඞཁʹ 0 50 100 April

    June 0 50 100 April June 0 50 100 April June 0 50 100 April June Ϩϙʔτͷܗ͕ࣜ ҧ͏ʜ Copyright © 2018 eureka, Inc. All rights reserved.
  12. 0 50 100 April June 12 .BSLFUJOH1BJEνʔϜͷઃཱ ձһ਺ 500ສਓ ಥഁ!!

    ܦӦʹ͓͍ͯɺ30*͸ඇৗʹେࣄͳࢦඪɻ.BSLFUJOHνʔϜͰͷ౤ࢿରޮՌΛΑΓॏཁࢹ͢ΔΑ͏ʹͳͬͨ .BSLFUJOH1BJEνʔϜͷ׆ಈ Ϩϙʔτج൫ͷ࠶ߏங ֫ಘܦ࿏৘ใͷ੔ཧ ޿ࠂ4%,ʹڧ͍ϝϯόʔͷ+0*/ ΞτϦϏϡʔγϣϯπʔϧͷ ϦϓϨʔε 50 100 April June Copyright © 2018 eureka, Inc. All rights reserved.
  13. 13 1BJST"OBMZ[FνʔϜ΁֦େ ձһ਺ 500ສਓ ಥഁ!! .BSLFUJOHͰͷޭ੷͕ೝΊΒΕɺσʔλ෼ੳΛ1BJSTࣄۀ෦ͷ(SPXUI)BDL΁֦େ 1BJST"OBMZ[FνʔϜͷ׆ಈ ෼ੳґཔ૭ޱͷ։ઃ μογϡϘʔυͷϦχϡʔΞϧ ϝϯόʔڧԽ

    ڞ௨෼ੳ༻%#ͷߏஙʢ&5-ʣ 75 April July April JulyApril July ࣮ݱͤͣʜ April July Copyright © 2018 eureka, Inc. All rights reserved.
  14. Copyright © 2017 eureka, Inc. All rights reserved. CONFIDENTIAL Not

    for Public Distribution - Do Not Copy 14 νʔϜղମ ձһ਺ 500ສਓ ಥഁ!! (MPCBMͷ੒௕ͱ(SPXUI)BDLνʔϜͷ1%$"ͷߴ଎Խɺ෼ੳχʔζͷߴ·ΓʹΑΓறࡏฤ੒΁ νʔϜղࢄʂ +1(SPXUI)BDL΁ (MPCBM΁ ΤϯδχΞ΁ݪ఺ճؼ 75 April July April JulyApril JulyApril July
  15. Copyright © 2018 eureka, Inc. All rights reserved. 15 $50#*νʔϜ࠶݁੒

    ձһ਺ 500ສਓ ಥഁ!! ࣄۀ֦େʹ޲͚ͯεέʔϧͰ͖Δ෼ੳνʔϜߏஙͷͨΊɺࣄۀ෦ͱ੾Γ཭͠σʔλɾ෼ੳج൫ͷڧԽ΁ #*νʔϜͷ׆ಈ ෼ੳґཔɾϑϩʔ੔උ ϝϯόʔڧԽ ෼ੳ؀ڥɾج൫ͷڧԽ 5BCMFBVͷಋೖ 75 April July April JulyApril July ධՁ੍౓ͷ࡮৽
  16. 16 ࠓޙͷల๬ ձһ਺ 500ສਓ ಥഁ!! ෼ੳج൫΍ϑϩʔͷ੔උɾ҆ఆԽΛऴ͑ɺ#*νʔϜ͕σʔλΛ௨ͯ͡ϏδωεՁ஋Λൃش͍ͯ͘͠ #*νʔϜͷཧ૝ ϝϯόʔڧԽ ෼ੳਫ਼౓ͷڧԽ ࣄۀઓུ΁ͷߩݙ

    75 April July Ϩϙʔτ؀ڥͷڧԽ April July Copyright © 2018 eureka, Inc. All rights reserved.
  17. 17 ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ Thank you Credit: NASA Earth Observatory/NOAA NGDC Copyright

    © 2018 eureka, Inc. All rights reserved.