Data-Driven Service-Oriented Architecture & UI

Data Driven Developer Meetup #2
https://d3m.connpass.com/event/104858/

Transcript

1. ©2018 Wantedly, Inc.
   Data-Driven 

   Service-Oriented Architecture & UI
   In Wantedly Visit.
   Data Driven Developer Meetup #2
   6.Nov.2018 - Sohei Takeno
   

   View Slide

2. ©2018 Wantedly, Inc.
   "CPVUNF
   Application Engineer.
   Wantedly, Inc.
   - Developed Wantedly Visit 2 years (Growth Team).
   - Developing Wantedly People 1 years.
   Sohei Takeno
   Altech_2015
   Altech
   

   View Slide

3. ©2018 Wantedly, Inc.
   ͷςʔϚɿʮج൫ʯ
   

   View Slide

4. ©2018 Wantedly, Inc.
   ج൫͍Ζ͍Ζ
   ©2018 Wantedly, Inc.
   ΩϟογϡɾγεςϜ
   σʔλऩूج൫
   ػցֶशج൫
   Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
   ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
   ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
   δϣϒɾγεςϜ
   

   View Slide

5. ©2018 Wantedly, Inc.
   ج൫͍Ζ͍Ζ
   ©2018 Wantedly, Inc.
   ΩϟογϡɾγεςϜ
   σʔλऩूج൫
   ػցֶशج൫
   Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
   ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
   ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
   ͦͷαʔϏε͕ఏڙ͢΂͖

   Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
   i.e. ଞͷαʔϏεͰ΋࢖͑Δ
   αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

   ൚༻తͳج൫
   δϣϒɾγεςϜ
   

   View Slide

6. ©2018 Wantedly, Inc.
   ج൫͍Ζ͍Ζ
   ©2018 Wantedly, Inc.
   ΩϟογϡɾγεςϜ
   σʔλऩूج൫
   ػցֶशج൫
   Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
   ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
   ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
   ͦͷαʔϏε͕ఏڙ͢΂͖

   Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
   i.e. ଞͷαʔϏεͰ΋࢖͑Δ
   αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

   ൚༻తͳج൫
   δϣϒɾγεςϜ
   ࠓ೔͓΋ʹѻΘΕΔ಺༰
   

   View Slide

7. ©2018 Wantedly, Inc.
   ج൫͍Ζ͍Ζ
   ©2018 Wantedly, Inc.
   ΩϟογϡɾγεςϜ
   σʔλऩूج൫
   ػցֶशج൫
   Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
   ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
   ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
   ͦͷαʔϏε͕ఏڙ͢΂͖

   Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
   i.e. ଞͷαʔϏεͰ΋࢖͑Δ
   αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

   ൚༻తͳج൫
   δϣϒɾγεςϜ
   ͜Ε͔Β࿩͢಺༰
   ࠓ೔͓΋ʹѻΘΕΔ಺༰
   

   View Slide

8. ©2018 Wantedly, Inc.
   ͸ͨΒ͘Λ໘ന͘
   ༗໊اۀ΍ϕϯνϟʔɺελʔτΞοϓاۀɺؾʹͳΔΦ
   ϑΟεʹ࿩Λฉ͖ʹ͍͜͏ɻ

   ΩϥͬͱޫΔγΰτ΍ϓϩδΣΫτɺձࣾΛݟ͚ͭͯΤϯ
   τϦʔ͠·͠ΐ͏ɻ஌Γ߹͍ͷͭͳ͕Γ͕෼͔ͬͯ҆৺Ͱ
   ͢ɻ
   

   View Slide

9. ©2018 Wantedly, Inc.
   ͸ͨΒ͘Λ໘ന͘
   ༗໊اۀ΍ϕϯνϟʔɺελʔτΞοϓاۀɺؾʹͳΔΦ
   ϑΟεʹ࿩Λฉ͖ʹ͍͜͏ɻ

   ΩϥͬͱޫΔγΰτ΍ϓϩδΣΫτɺձࣾΛݟ͚ͭͯΤϯ
   τϦʔ͠·͠ΐ͏ɻ஌Γ߹͍ͷͭͳ͕Γ͕෼͔ͬͯ҆৺Ͱ
   ͢ɻ
   ⾣ ਓͱձࣾͷϚονϯάɾαʔϏε
   

   View Slide

10. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    IUUQTXXXXBOUFEMZDPNQSPKFDUT
    ▶ ืूΛ௨ͯ͠ձࣾΛ୳͢ϝΠϯػೳ
    ▶ αʔϏεʮ಺ʯͰͷϚονϯά͸

    ओʹ͜͜ͰߦΘΕΔ

    ▶ SNS Ͱͷ֦ࢄ΍ݕࡧྲྀೖͱݴͬͨ
    αʔϏεʮ֎ʯͷϚονϯά΋ଘࡏ
    

    View Slide

11. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    

    View Slide

12. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    ▶ ਪનɿϐϡΞʹσʔλͱΞϧΰϦζ
    ϜͰܾ·Δ
    ▶ ߜΓࠐΈɿαʔϏεఏڙऀ͕໌ࣔత
    ʹ߲໨Λಋೖ͠ɺձ͕ࣾઃఆ͢Δ
    ਪન
    ߜࠐ
    

    View Slide

13. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    ▶ ਪનɿϐϡΞʹσʔλͱΞϧΰϦζ
    ϜͰܾ·Δ
    ▶ ߜΓࠐΈɿαʔϏεఏڙऀ͕໌ࣔత
    ʹ߲໨Λಋೖ͠ɺձ͕ࣾઃఆ͢Δ
    ਪન
    ߜࠐ
    ݕࡧ
    ▶ ݕࡧɿߜΓࠐΈͭͭਪન
    

    View Slide

14. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    ▶ ਪનɿϐϡΞʹσʔλͱΞϧΰϦζ
    ϜͰܾ·Δ
    ▶ ߜΓࠐΈɿαʔϏεఏڙऀ͕໌ࣔత
    ʹ߲໨Λಋೖ͠ɺձ͕ࣾઃఆ͢Δ
    ▶ ݕࡧɿߜΓࠐΈͭͭਪન
    ೳಈతʹ୳͢
    

    View Slide

15. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    ▶ ਪનɿϐϡΞʹσʔλͱΞϧΰϦζ
    ϜͰܾ·Δ
    ▶ ߜΓࠐΈɿαʔϏεఏڙऀ͕໌ࣔత
    ʹ߲໨Λಋೖ͠ɺձ͕ࣾઃఆ͢Δ
    ▶ ݕࡧɿߜΓࠐΈͭͭਪન
    डಈతʹग़ձ͏
    

    View Slide

16. ©2018 Wantedly, Inc.
    ձࣾΛ୳͢ը໘ ืूҰཡը໘
    ▶ ਪનɿϐϡΞʹσʔλͱΞϧΰϦζ
    ϜͰܾ·Δ
    ▶ ߜΓࠐΈɿαʔϏεఏڙऀ͕໌ࣔత
    ʹ߲໨Λಋೖ͠ɺձ͕ࣾઃఆ͢Δ
    ▶ ݕࡧɿߜΓࠐΈͭͭਪન
    डಈతʹग़ձ͏
    /FUqJYͱ͔ͩͱ׬શʹडಈతͳ69͚ͩͲɺ

    ࢓ࣄ୳͠͸΋͏গ͠ڧ͍ϞνϕʔγϣϯΛ

    ͍࣋ͬͯΔϢʔβʔ΋͍ΔͷͰɺೳಈతͳ

    ػೳ΋ଘࡏ͍ͯ͠Δɻ
    

    View Slide

17. ©2018 Wantedly, Inc.
    ΋ͪΖΜϞόΠϧΞϓϦ΋͋Δ
    ⾣ J04"QQd
    ⾣ "OESPJE"QQd
    

    View Slide

18. ©2018 Wantedly, Inc.
    ⾣
    8BOUFEMZ7JTJU͸ຊ࣭తʹ͸ϚονϯάɾαʔϏε
    ⾣
    Ϛονϯάͷ࣭͕ɺαʔϏεͷ࣭ʹ௚݁͢Δ
    ⾣
    ೳಈతʹ୳͢69ͱɺडಈతʹग़ձ͏69ͷࠞ੒
    ·ͱΊΔͱɿ
    

    View Slide

19. ©2018 Wantedly, Inc.
    Ͳ͏΍ͬͨΒϚονϯά͕

    ܧଓతʹվળ͞ΕΔ͔ʁ
    

    View Slide

20. ©2018 Wantedly, Inc.
    ΞϓϦέʔγϣϯͷΞʔΩςΫνϟͱ"1*ʹண໨
    ©2018 Wantedly, Inc.
    ΩϟογϡɾγεςϜ
    σʔλऩूج൫
    ػցֶशج൫
    Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
    ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
    ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
    ͦͷαʔϏε͕ఏڙ͢΂͖

    Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
    i.e. ଞͷαʔϏεͰ΋࢖͑Δ
    αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

    ൚༻తͳج൫
    δϣϒɾγεςϜ
    

    View Slide

21. ©2018 Wantedly, Inc.
    ⾣
    ਪનɿΞϓϦͱ΢ΣϒͰਪનͷ࣮૷͕ͪΐͬͱͣͭҧ͏
    ⾣
    ߜΓࠐΈɿϚϧνϓϥοτϑΥʔϜʹ·͕ͨΔ6*ͳͷͰɺ

    ɹɹɹɹɹ߲໨Λ௥Ճͨ͠Γมߋ͢Δͷ͕ͱͯ΋େม
    Θ͔Γ΍͍͢໰୊఺͕̎ͭ͋ͬͨ
    σʔλΛ׆༻ͨ͠αʔϏεվળͷੜ࢈ੑ͕௿͍ͱɺ

    ೳྗΛൃش͍ͨ͠ΤϯδχΞʹͱͬͯັྗతͰͳ͍

    ͱ͍͏ϝλͳ໰୊ҙࣝ
    

    View Slide

22. ©2018 Wantedly, Inc.
    Example
    ⾣
    ਪનϩδοΫ͸3BJMTͷ.PEFM$POUSPMMFSͰ࣮૷
    ⾣
    ΢Σϒ޲͚ͷ$POUSPMMFS࣮૷ͱɺΞϓϦ޲͚ͷ$POUSPMMFS࣮૷͕ผʑʹଘࡏ
    ⾣
    ͦΕͧΕͷ$POUSPMMFSʹฒ΂ସ͑ͷॏཁϩδοΫ͕࣮૷͞Ε͍ͯΔ
    ⾣
    ී௨ʹ3BJMTͰ࣮૷ͨ͠Β͜͏ͳΔͩΖ͏ͱ͍͏ߏ੒
    ਪનͷ໰୊఺
    ॱংΛ෦෼తʹม͑Δʹ͸྆ํͷमਖ਼͕ඞཁͳΜ͚ͩͲɺ΢Σϒͷ

    ւ֎൛Ͱ͸ಛఆͷॱংϩδοΫ͸ೖ͍ͬͯͳͯ͘ɺɺ
    

    View Slide

23. ©2018 Wantedly, Inc.
    3FBSDIJUFDUJOH
    .PEFM
    $POUSPMMFS
    $BDIF4ZTUFN
    &MBTUJDTFBSDI
    Before
    Web Client Native Client
    $POUSPMMFS
    

    View Slide

24. ©2018 Wantedly, Inc.
    3FBSDIJUFDUJOH
    .PEFM
    $POUSPMMFS
    .PEFM
    $POUSPMMFS
    3FDPNNFOE

    4FSWJDF
    &MBTUJDTFBSDI
    $BDIF4ZTUFN
    $BDIF4ZTUFN
    &MBTUJDTFBSDI
    ɾ4FSWJDFͷϩδοΫΛม͑Ε͹શ͕ͯมΘΔ
    ɾຊ࣭తʹॏཁੑͷ௿͍BEIPDͳϩδοΫ͕ೖΓʹ͍͘
    Before After
    Web Client Native Client
    $POUSPMMFS
    Web Client Native Client
    $POUSPMMFS
    

    View Slide

25. ©2018 Wantedly, Inc.
    ⾣
    ஍Ҭల։ɾւ֎ల։ɾۀք֦େΛݟਾ͑ͨͱ͖ɺཧ૝తͳ
    ॊೈੑͰαʔϏεΛมߋ͍͚ͯ͠Δ͔ʁ
    ߜΓࠐΈͷ໰୊఺
    Example
    ւ֎ల։࣌ɺಛఆͷ౎ࢢ͔ΒαʔϏεల։Λ࢝ΊΔͱ͖ɺ஍Ҭͷߜ
    ΓࠐΈػೳ͸ෆཁɻ
    Example
    ืू͕ݸ͔͠ͳ͍ͷʹߴ౓ͳݕࡧػೳΛఏڙͯ͠΋ɺϢʔβʔମ
    ݧ͸Լ͕Δɻஈ֊తʹ։์͍͖͍ͯͨ͠ɻ
    

    View Slide

26. ©2018 Wantedly, Inc.
    ⾣
    ஍Ҭల։ɾւ֎ల։ɾۀք֦େΛݟਾ͑ͨͱ͖ɺཧ૝తͳ
    ॊೈੑͰαʔϏεΛมߋ͍͚ͯ͠Δ͔ʁ
    ߜΓࠐΈͷ໰୊఺
    Example
    ւ֎ల։࣌ɺಛఆͷ౎ࢢ͔ΒαʔϏεల։Λ࢝ΊΔͱ͖ɺ஍Ҭͷߜ
    ΓࠐΈػೳ͸ෆཁɻ
    Example
    ืू͕ݸ͔͠ͳ͍ͷʹߴ౓ͳݕࡧػೳΛఏڙͯ͠΋ɺϢʔβʔମ
    ݧ͸Լ͕Δɻஈ֊తʹ։์͍͖͍ͯͨ͠ɻ
    ⾣
    <ݱ࣮>K2VFSZIUNMͰ࣮૷ͯ͠ɺJ04ΞϓϦͷΤϯδχΞʹ͓ئ͍ͯ͠ɺ
    "OESPJEΞϓϦͷΤϯδχΞʹ͓ئ͍ͯ͠ɺΞϓϦͷਁಁΛ଴ͬͯɻɻ
    

    View Slide

27. ©2018 Wantedly, Inc.
    )5.-K2VFSZ J04"QQ "OESPJE"QQ
    .BTUFSEBUB
    3FBSDIJUFDUJOH
    .BTUFSEBUB .BTUFSEBUB
    Before
    

    View Slide

28. ©2018 Wantedly, Inc.
    )5.-K2VFSZ J04"QQ "OESPJE"QQ
    3FBDU J04"QQ "OESPJE"QQ
    $POUFOUT

    4FSWJDF
    user_id

    country
    Contents JSON
    Contents JSON = ηΫγϣϯλΠτϧɺ

    ηΫγϣϯ͝ͱͷ߲໨ɺ߲໨͝ͱͷϥϕϧɾύϥϝʔλ౳
    .BTUFSEBUB
    .BTUFSEBUB
    3FBSDIJUFDUJOH
    .BTUFSEBUB .BTUFSEBUB
    Before After
    

    View Slide

29. ©2018 Wantedly, Inc.
    3FBDU J04"QQ "OESPJE"QQ
    $POUFOUT

    4FSWJDF
    user_id

    country
    .BTUFSEBUB
    "GUFS3FBSDIJUFDUVSJOH
    $POUSPMMFS
    3FDPNNFOE

    4FSWJDF
    $BDIF4ZTUFN
    Contents

    JSON
    ids
    

    View Slide

30. ©2018 Wantedly, Inc.
    3FBDU J04"QQ "OESPJE"QQ
    $POUFOUT

    4FSWJDF
    user_id

    country
    .BTUFSEBUB
    "GUFS3FBSDIJUFDUVSJOH
    $POUSPMMFS
    3FDPNNFOE

    4FSWJDF
    $BDIF4ZTUFN
    Contents

    JSON
    ids
    ΞϧΰϦζϜΛվળ͢Δ
    ͜ͱͰαʔϏεશମͷ࣭
    ͕վળ͢Δߏ଄
    

    View Slide

31. ©2018 Wantedly, Inc.
    ࠶ɿͲ͏΍ͬͨΒϚονϯά͕

    ܧଓతʹվળ͞ΕΔ͔ʁ
    

    View Slide

32. ©2018 Wantedly, Inc.
    ج൫͍Ζ͍Ζ
    ©2018 Wantedly, Inc.
    ΩϟογϡɾγεςϜ
    σʔλऩूج൫
    ػցֶशج൫
    Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
    ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
    ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
    ͦͷαʔϏε͕ఏڙ͢΂͖

    Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
    i.e. ଞͷαʔϏεͰ΋࢖͑Δ
    αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

    ൚༻తͳج൫
    δϣϒɾγεςϜ
    

    View Slide

33. ©2018 Wantedly, Inc.
    ©2018 Wantedly, Inc.
    ΩϟογϡɾγεςϜ
    σʔλऩूج൫
    ػցֶशج൫
    Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
    ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
    ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
    ͦͷαʔϏε͕ఏڙ͢΂͖

    Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
    i.e. ଞͷαʔϏεͰ΋࢖͑Δ
    αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

    ൚༻తͳج൫
    δϣϒɾγεςϜ
    ج൫͍Ζ͍Ζ
    

    View Slide

34. ©2018 Wantedly, Inc.
    ϢʔβʔɾΠϯλʔϑΣʔεʹண໨
    

    View Slide

35. ©2018 Wantedly, Inc.
    ⾣
    ஍ҬηΫγϣϯ͕͋Δ͚Ͳ۩ମతʹ

    Ͳ͏͍͏ཻ౓Ͱ͋Δͷ͔ؾ͔ͮͳ͍
    ⾣
    ৬छηΫγϣϯ͕͋Δ͚Ͳʢಉ্ʣ
    ⾣
    ݕࡧͱ͍͏ϙςϯγϟϧͷ͋Δػೳ͕

    ೖͬͯΔ͚ͲԼͷํʹ͋ΔͷͰվળͯ͠΋

    ΠϯύΫτബ͍
    ⾣
    ͳͲͳͲɾɾɾ
    2೥લͷ Wantedly Visit ͷߜΓࠐΈػೳ
    

    View Slide

36. ©2018 Wantedly, Inc.
    ϩδοΫͰվળ͢ΔલఏͰ6*Λઃܭ͢Δ
    
    * ΩʔϫʔυਪનΛ্෦ʹ഑ஔ
    * ݕࡧͱߜΓࠐΈΛ౷߹ͨ͠ςΩετϘοΫεΛ഑ஔ͢Δ
    * ϑΟϧλ߲໨͸ɺҰ෦͚ͩݟͤͯ expand Մೳʹ͢Δ
    * Hidden ঢ়ଶͰԿΛݟΔ͔͸Ϣʔβʔ͝ͱʹ API Ͱ੍ޚ
    * ηΫγϣϯࣗମ΋ಈతʹม͑ΒΕΔ༨஍Λ࢒͢
    

    View Slide

37. ©2018 Wantedly, Inc.
    ϩδοΫͰվળ͢ΔલఏͰ6*Λઃܭ͢Δ
    
    * ΩʔϫʔυਪનΛ্෦ʹ഑ஔ
    * ݕࡧͱߜΓࠐΈΛ౷߹ͨ͠ςΩετϘοΫεΛ഑ஔ͢Δ
    * ϑΟϧλ߲໨͸ɺҰ෦͚ͩݟͤͯ expand Մೳʹ͢Δ
    * Hidden ঢ়ଶͰԿΛݟΔ͔͸Ϣʔβʔ͝ͱʹ API Ͱ੍ޚ
    * ηΫγϣϯࣗମ΋ಈతʹม͑ΒΕΔ༨஍Λ࢒͢
    

    View Slide

38. ©2018 Wantedly, Inc.
    ϩδοΫͰվળ͢Δલఏͷ UIʢڀۃମʣ: netflix.com
    Ͳ͏͍͏ηΫγϣϯΛग़͔͢ʁ
    ͦͷதͰϢʔβʔͰ޷Ή΋ͷ͸ͳʹ͔ʁ
    /FUqJYͷը໘ʜ
    

    View Slide

39. ©2018 Wantedly, Inc.
    ⾣
    ந৅Խ͞Εͨઃܭʹجͮ͘͜ͱͰɺ

    ౷Ұతͳ੍ޚΛՄೳʹ͢Δ
    ˔
    ౷߹͞ΕͨςΩετϘοΫεΛ࠷༏ઌͰఏࣔ
    ˔
    ΩʔϫʔυɾαδΣετ͸ϑΝʔετɾϏϡʔ
    ˔
    &YQBOEͱ)JEEFOɺηΫγϣϯͷಈత੍ޚ
    ΞϓϦͰ͋ͬͯ΋ઃܭࢥ૝ͱ༏ઌ౓͸ڞ௨ʹ͢Δ
    

    View Slide

40. ©2018 Wantedly, Inc.
    ج൫͍Ζ͍Ζ
    ©2018 Wantedly, Inc.
    ΩϟογϡɾγεςϜ
    σʔλऩूج൫
    ػցֶशج൫
    Ϣʔβʔ޲͚ͷΠϯλʔϑΣʔεʢUIʣ
    ΫϥΠΞϯτ޲͚ͷΠϯλʔϑΣʔεʢAPIʣ
    ΞϓϦέʔγϣϯɾαʔόʔͷ಺෦ΞʔΩςΫνϟ
    ͦͷαʔϏε͕ఏڙ͢΂͖

    Ձ஋Λ࠷େԽͤ͞ΔͨΊʹଘࡏ
    i.e. ଞͷαʔϏεͰ΋࢖͑Δ
    αʔϏεͷੑ࣭ʹґଘ͠ͳ͍

    ൚༻తͳج൫
    δϣϒɾγεςϜ
    ࿩ͨ͠಺༰
    

    View Slide

41. ©2018 Wantedly, Inc.
    ΞϓϦέʔγϣϯɾϨΠϠʔͷ

    ઃܭ΋%BUB%SJWFOͳ

    ڧ͍αʔϏεΛ࡞Δ্Ͱେࣄ
    ·ͱΊ
    

    View Slide