ジョブマッチングサービスにおける推薦システムの活用 / dbsj-students-6th-wantedly

2021年10月22日(金) [DBSJ学生企画　第六弾] 「WANTEDLY データサイエンスチームリーダー松村さんに聞く～ジョブマッチングサービスにおけるデータサイエンスの活用～」(https://db-event.jpn.org/dbsj_students/index.html) におけるLT資料です。

Transcript

1. ©2021 Wantedly, Inc. δϣϒϚονϯάαʔϏεʹ͓͚ΔਪનγεςϜͷ׆༻ ࣄۀձࣾɾϕϯνϟʔاۀʹ͓͚ΔσʔλαΠΤϯεɾਪનγεςϜ։ൃ DBSJֶੜاըձ ୈ࿡஄ Oct 22, 2021 - Yuya Matsumura @yu-ya4
2. ©2021 Wantedly, Inc. • ࢯ໊ɿদଜ ༏໵ʢYuya Matsumuraʣ • ܦྺɿ2018೥3݄ ژ౎େֶେֶӃ ৘ใֶݚڀՊ म࢜՝ఔमྃ • ॴଐɿ΢ΥϯςουϦʔגࣜձࣾ σʔλαΠΤϯενʔϜ • ݞॻʁɿσʔλαΠΤϯςΟετɺνʔϜϦʔυɺϓϩμΫτϚωʔδϟʔɺ ΤϯδχΞϦϯάϚωʔδϟʔ • ໾ׂɿձࣾ๚໰ΞϓϦ Wantedly Visit ʹ͓͚ΔਪનγεςϜͷ։ൃͳͲ • ৄ͍͠ϓϩϑΟʔϧ͸ˠhttps://www.wantedly.com/id/yuya4 @yu-ya4 @yu__ya4 ࣗݾ঺հ
3. ©2021 Wantedly, Inc. ձࣾ঺հ "γΰτͰίίϩΦυϧͻͱΛ;΍͢" "CREATE A WORLD WHERE WORK DRIVES PASSION" 4 © 2021 Wantedly, Inc. Create A World Where Work Drives Passion. γΰτͰίίϩΦυϧͻͱΛ;΍͢ OUR MISSION ࢲͨͪͷϛογϣϯ WHY ʛ
   ࢲͨͪͷϛογϣϯ
   
   ղܾ͍ͨ͠՝୊
4. ©2021 Wantedly, Inc. ʢݸਓ޲͚ʣϓϩμΫτ঺հ
5. ©2021 Wantedly, Inc. 9 © 2021 Wantedly, Inc. WHAT ʛ
   ݸਓ޲͚αʔϏε
   
   ๏ਓ޲͚αʔϏε ձࣾʹ༡ͼʹߦ͜͏ ňΧδϡΞϧ໘ஊʯͱ͍͏࢓ࣄ୳͠ͷ৽ج४ w ਓͱνʔϜΛʮ૝͍ʯͰϚονϯά
   w ň࿩Λฉ͖ʹߦ͘ʯମݧΛ௨ͯ͡ϑϥοτͳग़ձ͍Λ૑ग़ ਐԽΛଓ͚Δ6*ͱج൫ w ίϯςϯπ͕ө͑ΔϞμϯͰγϯϓϧͳ6*දݱ
   w ΑΓຊ࣭తͳϚονϯάΛՄೳʹ͢ΔਪનΞϧΰϦζϜ ఏڙϓϩμΫτ ݸਓ޲͚
6. ©2021 Wantedly, Inc. 10 © 2021 Wantedly, Inc. WHAT ʛ
   ݸਓ޲͚αʔϏε
   
   ๏ਓ޲͚αʔϏε ग़ձ͍Λه࿥͠ɺ
   ׆༂Λڞ༗ ఏڙϓϩμΫτ ݸਓ޲͚ ࣌ؒͱͱ΋ʹਓ຺͕ਂ·Δ w ϓϩϑΟʔϧͷߋ৽৘ใΛϦΞϧλΠϜͰڞ༗
   w ࢓ࣄͰͭͳ͕ͬͨ૬खͷۙگɾ׆༂͕Θ͔Δ ৘ใઃܭͷ௥ٻͱٕज़త௅ઓ w ͭͳ͕ͬͨ૬खͷΠϕϯτΛҰཡͰ͖ΔλΠϜϥΠϯͷઃܭ
   w ͭͳ͕ΓͷਪનͳͲॏཁͳػցֶशλεΫΛϚΠΫϩαʔϏεԽ
7. ©2021 Wantedly, Inc. 11 © 2021 Wantedly, Inc. WHAT ʛ
   ݸਓ޲͚αʔϏε
   
   ๏ਓ޲͚αʔϏε ͸ͨΒ͘ਓͷ
   جຊ
   ID ΁ PROFILE ఏڙϓϩμΫτ ݸਓ޲͚ ҰਓͻͱΓͷັྗΛ఻ΘΓ΍͘͢ w ૝͍ͱߦಈΛ࣠ʹͦͷਓͷετʔϦʔ͕ݟ͑Δ
8. ©2021 Wantedly, Inc. ։ൃ૊৫
9. ©2021 Wantedly, Inc. 16 © 2021 Wantedly, Inc. ։ൃ૊৫
   શମਤ Infrastructure Squad DX(Developer Experience) Squad Dev Tribe Profile Domain Visit Domain Engagement Domain 2021೥4݄ݱࡏ 42ਓ 26ਓ 3ਓ 5ਓ Squad Squad Squad Squad Squad Squad Squad Squad Squad 2ਓ 6ਓ جຊͷ׆ಈ୯Ґ “Squad” Domainԣஅͷٕज़૊৫ “Chapter” “ج൫Squad” Backend / Frontend / Mobile / Data / Arch Chapter HOW ʛ
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   ςΫϊϩδʔ
   
   ਓ • σʔλαΠΤϯςΟετͷΈ͔ΒͳΔݚڀ։ൃνʔϜͷΑ͏ͳ΋ͷ͸ઃ͚͍ͯͳ͍ɻ • ͋͘·ͰϓϩμΫτΛʢ௚઀తʹʣΑΓΑ͘͢Δ͢Δ͜ͱʹߩݙ͢Δ͜ͱΛ໨తͱ͍ͯ͠Δɻ • ϓϩμΫτʹ͓͚Δୡ੒͢΂͖໨త͝ͱʹνʔϜ(Squad)͕݁੒͞Εɺ໨త਱ߦʹඞཁͳϝϯόʔ͕৬ ೳʹؔ܎ͳ͘ूΊΒΕΔɻ • ݱࡏদଜ͕ओʹݟ͍ͯΔ Squad ͸ɺDS 4໊ɺਪનج൫ΤϯδχΞ2໊ɺWeb ΤϯδχΞ2໊ɺσβΠ φʔ2໊͔Βߏ੒͞ΕΔɻ ։ൃ૊৫
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 Ϣʔβಉ࢜ͷؔ܎ੑΛਪఆ ͭͳ͕Γͷਪન΍ίϯςϯπͷฒͼॱ࠷దԽʹ׆༻
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