Share
Embed
マイクロサービス・アーキテクチャと共存する Ruby on Rails のアーキテクチャ的拡張 - その事例と可能性 / Kaigi on Rails 2021
Kaigi on Rails 2021 の発表資料です。
https://kaigionrails.org/2021/talks/Altech_2015/
Altech
October 23, 2021
Transcript
44 slides
-
©2021 Wantedly, Inc. ൃදͷૂ͍ "CTUSBDUΑΓ lۙɺίϯςφٕज़ΫϥυαʔϏεͷൃలʹΑͬͯɺඞͣ͠୯ҰͷϓϩάϥϛϯάݴޠͷΈͰγεςϜΛ ߏ͠ͳ͍έʔε૿͖͑ͯ·ͨ͠ɻࢲͨͪͷαʔϏεʹ͓͍ͯɺػցֶशٕज़ͳͲͷಋೖͷඞཁ͔Βɺલ ͔Β3VCZҎ֎ͷݴޠͱڞଘ͍ͯ͘͠ܗͰɺNJDSPTFSWJDFTͷΞʔΩςΫνϟɾελΠϧΛஈ֊తʹಋೖ͖ͯ͠ ·ͨ͠ɻ ͜ͷऔΓΈͷதͰɺ3VCZPO3BJMTࣗମͷΞʔΩςΫνϟݟ͕͠ඞཁʹͳΓ·ͨ͠ɻྫ͑ɺ௨৴ʹ
H31$Λ࠾༻͢Δ߹ɺ)551Λલఏͱͨ͠3BDLͷΈʹΔ͜ͱ͕Ͱ͖ͣɺ͕ͨͬͯ͠ίϯτϩʔϥʔ ࠶ఆٛ͢Δඞཁ͕͋Γ·͢ɻ΄͔ʹ"1*εΩʔϚͷಋೖɺ"1*Ϩεϙϯεͷܕ͖ͷΈཱͯɺ "DUJWF3FDPSEʹґଘ͠ͳ͍σʔλͷόονϩʔσΟϯάػߏͷಋೖͳͲΛߦ͍ͬͯ·͢ɻ ࠓճͷൃදͰɺ͜ΕΒͷܦݧΛ౿·͑ͯ୯Ұͷ౷߹γεςϜͱͯ͠ઃܭ͞Εͨ3VCZPO3BJMTΛ1PMZHMPUͳ NJDSPTFSWJDFTʹద߹͍ͤͯ͘͞ʹ͋ͨͬͯɺͲ͏͍ͬͨ՝͕Ұൠతʹ͋ΓɺͦΕΛࢲͨͪͷαʔϏεʹ͓͍ ͯͲͷΑ͏ʹղܾͨ͠ͷ͔Λ͓͠͠·͢ɻಉ͡՝Λ͍࣋ͬͯΔํͪΖΜͷ͜ͱɺΞʔΩςΫνϟ֦ுʹ ରͯ͠։͔Ε͍ͯΔͱ͍͏3BJMTͷརΛݟ͢ػձͱͳΓɺࠓޙͷൃలՄೳੑͷٞʹͭͳ͕Ε͍Ͱ͢ɻz -
©2021 Wantedly, Inc. 4PIFJ5BLFOP 8BOUFEMZ *OD w ϓϩμΫτϚωʔδϟʔˠΞʔΩςΫτ w ৭ʑͳͷΛ։ൃશମͰ࠷దԽ͢ΔΑ͏ͳ͓ࣄ
-JLF w ϓϩμΫτ։ൃ w ྑ͍ϓϩμΫτΛ࡞ΕΔಓ۩ɿ3BJMT 4QSFBETIFFU w 🍶ɺ🎮ɺ📚 ࣗݾհ "MUFDI "MUFDI "MUFDI@ -
๏ਓ͚αʔϏε © 2021 Wantedly, Inc. ఏڙϓϩμΫτ SINCE 2020 SINCE 2012
HIRING ݸਓ͚αʔϏε SINCE 2012 SINCE 2016 SINCE 2019 PROFILE ˞υϝΠϯͱͯ͠ڧ݁͘߹͓ͯ͠Γɺ දͷΑ͏ʹഉଞతʹ͔ΕΔΘ͚Ͱͳ͍ -
© 2021 Wantedly, Inc. HOW ʛ ϓϩμΫτ։ൃ / ςΫϊϩδʔ /
ਓ Applications System Data iOS Platform Web Platform Android Platform Infrastructure: Wantedly Design System Infrastructure : Kubernetes System Cluster • Argo Workflo w generate Gatewa y • GraphQ L Data Warehouse Infrastructure: BigQuery ΞʔΩςΫνϟͱओཁٕज़ • Primary Data src: System • Log Data src: System, Applications Raw Data • Protocol Buffers over gRP C • Protocol Buffers over Cloud Pub / Sub Online Communication Offline Communication [Language] TypeScript, Swift, Kotlin [Framework] React, ReactorKit [Language] Ruby, Go, Python [Datastore] Postgres, Redis, Elasticsearch [Machine Leaning] scikit, LightGBM [Observability] Istio, Datadog, NewRelic [Language] SQL [Data Inspector] Looker [Data Collector] fluentd ※ The Ruby logo by Yukihiro Matsumoto (2005) / CC BY-SA 2.5 ※ The Go gopher was designed by Rene French / CC BY 3.0 #Components < 10 #Components < 100 ࠓͷ͓ ˞ෳͷ"QQMJDBUJPOʹಉ͡ػೳΛఏڙ͢ΔͨΊɺ υϝΠϯϩδοΫ4ZTUFNʹू͠"1*Խ -
©2021 Wantedly, Inc. 1. microservices ͋͘·ͰΞʔΩςΫνϟɾελΠϧͳͷͰ͍ํ৭ʑ 2. ग़དྷΔΑ͏ʹͳΔ͜ͱଟ͍͕ɺશͯΛͪʹΒͳ͚Ε͍͚ͳ͍Θ͚Ͱͳ͍ 3. ಘΒΕΔརӹͱίετͷόϥϯεΛݟͳ͕Β͍ͬͯΔ
ͲΜͳNJDSPTFSWJDFTΛ͍ͬͯΔ͔ ϓϩάϥϛϯάݴޠʜ1PMZHMPU w 1ZUIPOػցֶशɾਪનશൠ w 3VCZίΞͳυϝΠϯͷ΄ͱΜͲʢϞϊϦεˍ৽نυϝΠϯʣ w (P͕໌֬ɺ҆ఆੑϋΠύϑΥʔϚϯε͕ٻΊΒΕΔͷ̈ ϞϊϦεͷׂʜඅ༻ରޮՌ͕ߴ͍ɾඞཁʹͳͬͨՕॴ͚ͩ νʔϜͱͷରԠʜ݁Ռͱͯ͠ରԠ͢Δ͜ͱ͋Δ ̈8BOUFEMZʹ͓͚Δ(Pಋೖʹ·ͭΘΔٕज़എܠ ϙΠϯτ 30ݸ͘Β͍ -
©2021 Wantedly, Inc. 8FCʜ8PSME8JEF8FCͷུশΠϯλʔϯωοτ 5IF*OUFSOFU 8PSME8JEF8FCʜใγεςϜ͕ू·ͬͨɺΦʔϓϯͳࢄγεςϜ w
͞·͟·ͳΫϥΠΞϯτɺαʔόʔͳͲ͕ࢀՃͨ͠Γɺͨ͠Γͯ͠ઈ͑ͣมԽ͍ͯ͠Δ w ಈతͳΞʔΩςΫνϟ 3&45ʜΑΓʮྑ͍ʯ8FCͷͨΊͷΞʔΩςΫνϟɾελΠϧ w lݸʑͷzใγεςϜΛ͜͏ઃܭ͢Δͱɺlશମͱͯ͠zՁ͕૿͍͑ͯͣ͘ɺͱ͍͏ࢹ̈ 8FCͷ͔͍ͬͯΔ՝ 8FCͷߏΛͦͷ··ҰͭͷใγεςϜΛ࡞ΔͨΊʹ͑ΔͷͰ💡 github.com wikipedia.com ̈3F fl FDUJPOTPOUIF3&45BSDIJUFDUVSBMTUZMFBOEQSJODJQMFEEFTJHOPGUIFNPEFSOXFCBSDIJUFDUVSF -
©2021 Wantedly, Inc. 8FCใγεςϜΛ࡞ΔͨΊͷ౷߹ϑϨʔϜϫʔΫ w 8FCใγεςϜͷྫɿHJUIVCDPN 3&45ΞʔΩςΫνϟɾελΠϧͷӨڹΛڧ͘ड͚͍ͯΔ w
8FCશମͷՁʹ͍͍ͯΔ ➡︎ 3BJMTGPSNJDSPTFSWJDFT w NJDSPTFSWJDFTͱ3&458FCͷߟ͑ํ͍ۙ w υϝΠϯͰׂ͢ΔɺܰྔͳϓϩτίϧΛ༻͢Δʜ̈ w 3BJMTͰNJDSPTFSWJDFTΛ࢝ΊΔ߹ɺຆͲͷͷΛͦͷ··స༻͢Δ͜ͱ͕Ͱ͖Δ w ϦΫΤετɾϨεϙϯεϞσϧɺ+40/ɺϦιʔεࢦɺɾɾɾ 3BJMTͷ͔͍ͬͯΔ՝ ̈5IF3BJMT%PDUSJOF ̈.JDSPTFSWJDFT NBSUJOGPXMFSDPN github.com wikipedia.com -
©2021 Wantedly, Inc. ૉͳస༻όʔδϣϯɺͦΕͳΓʹ্ख͘ಈ͍ͯ͘ΕΔ w ˞3BJMT͕͍࣋ͬͯΔͷΛNJDSPTFSWJDFTʹͦͷ··࣋ͪࠐΉ͜ͱΛɺͱΓ͋͑ͣ͜͜Ͱʮૉͳస༻όʔδϣϯʯͱݺͼ·͢ w ߏͱͯ͠େ͖͘ҧΘͳ͍ͨΊɺ8FC͕ಈ͍͍ͯͨͷͱಉ͡ݪཧͰಈ͔ͤΔɻ
ߏࣅ͍ͯΔ͕ɺత੍݅ҟͳΔ w ୯Ұͷ৫WT͋ΒΏΔ৫ w ΦʔϓϯWTΫϩʔζυ w ར༻͢ΔιϑτΣΞɾϞδϡʔϧͷίϯτϩʔϧՄೳੑ w ʜ ͪΐͬͱཱͪࢭ·ͬͯߟ͑Δ ➡︎ ͜ͷมԽʹରԠ͢Δʮ࠷దԽόʔδϣϯʯΛߟ͑Δ͜ͱ͕Ͱ͖Δ -
©2021 Wantedly, Inc. ಉ͡৫Ͱ͋ΕΑΓڧ͍ΨόφϯεΛෑ͘͜ͱ͕Ͱ͖Δ w ࣗ༝ͱޮੑͷτϨʔυΦϑΛಈ͔ͤΔ "1* fi
STUͳ։ൃελΠϧͷಋೖ̈ w "1*ͷεΩʔϚΛઌʹܗࣜతʹهड़ͯ͠ɺ౷߹͢Δ w ྫ͑ɺ1SPUPDPM#V ff FST 1SPUPCVG Ͱهड़͢Δ ࠶ߟɿ"1*ఆٛ ̈#FZPOEUIF5XFMWF'BDUPS"QQ -
©2021 Wantedly, Inc. εΩʔϚఆٛݴޠ݉ɾγϦΞϥΠθʔγϣϯɾϑΥʔϚοτ σʔλܕΛʮϝοηʔδʯͱ͍͏୯ҐͰهड़ w ϓϩάϥϚʔͳΒ୭Ͱ͙͢ʹಡΈॻ͖Ͱ͖ΔΑ͏ͳ୯७ͳߏจΛ͍࣋ͬͯΔ
ඵͰΘ͔Δ1SPUPDPM#VGGFST ※ Protobuf ༷ͱͯ͠ JSON ͷϚοϐϯάఆٛ͞Ε͍ͯΔͨΊɺ εΩʔϚͷهड़Λ Protobuf Ͱߦ͍ɺ࣮ࡍʹΓͱΓ͢ΔγϦΞϥΠ θʔγϣϯɾϑΥʔϚοτ JSONɺͱ͍͏͜ͱՄೳɻ -
©2021 Wantedly, Inc. NJDSPTFSWJDFTʹ͢ΔͱɺΓͱΓͷ͕૿͑ͯϨΠςϯγʔ͕૿େ͕ͪ͠ ࣗͨͪͷγεςϜͰ͋ΕιϑτΣΞϞδϡʔϧΛ౷Ұ͢Δ͜ͱ͕Ͱ͖Δ 8FCͷͪΐͬͱઌऔΓΛ͢Δ͜ͱ͕Ͱ͖Δ w
)551Λར༻͢Δ w )551ΛσʔλసૹϨΠϠʔͱͯ͠׆༻ͨ͠ ɺH31$Λར༻͢Δ ࠶ߟɿ௨৴ϓϩτίϧ ※ gRPC HTTP2 ͷʮϦΫΤετͷଟॏԽʯʮTCPηογϣϯͷࣗಈ࠶ଓʯ ͳͲΛ׆༻͓ͯ͠Γɺޮతͳ௨৴͕Ͱ͖Δ -
©2021 Wantedly, Inc. )551Ͱ͍͏ΤϯυϙΠϯτΛʮ31$ʯͱ͍͏୯ҐͰهड़ w 3FNPUF1SPDFEVSF$BMMͷུʢωοτϫʔΫӽ͠ͷؔݺͼग़͠ͱ͍͏ҙຯʣ w )551ʹΑΔϦΫΤετɾϨεϙϯεϞσϧͱຊ࣭తͳҧ͍ͳ͍ʢ˞TUSFBNΛΘͳ͚Εʣ
ෳͷ31$Λ·ͱΊͨʮ4FSWJDFʯͱ͍͏୯ҐͰهड़ ඵͰΘ͔ΔH31$ -
©2021 Wantedly, Inc. ϦΫΤετɾϨεϙϯεϞσϧҙ֎ͱ੍͕ଟ͍ NJDSPTFSWJDFTͰͲ͔͜ͰᐫʹͳΔ w ͍ͭᐫʹͳΔ͔ཁٻಛੑʹΑΔʢҊ֎ઌͩͬͨΓ͢Δʣ w
ͨͩ͠ɺᐫʹͳͬͨͱ͖ʹదͳஅΛ͢ΔͨΊʹɺݶքΛೝ͓ࣝͯ͘͠ඞཁ͕͋Δɻ ผͷํࣜΛซ༻ɿʮඇಉظϝοηʔδϯάʯϞσϧ w Ϩεϙϯεͦͦͳ͍ʢඞཁͳΒίʔϧόοΫΛୟ͘ʣ w ͪʹϝοηʔδ͕ॲཧ͞ΕΔ͜ͱظ͠ͳ͍ʢ௨ৗʣ w ྫ͑(PPHMF$MPVE1VC4VCʹ1SPUPCVGϝοηʔδΛ٧ΊͯૹΔ ࠶ߟɿϦΫΤετɾϨεϙϯεϞσϧ -
©2021 Wantedly, Inc. 0OFTIPU w ͯ͢ͷϦΫΤετɺͭͷϨεϙϯε͔͠ੜͰ͖·ͤΜɻͦͷϨεϙϯεϝοηʔδ͕ Τϥʔʢ·ͨฆࣦʣʹͳͬͨ߹ɺճ෮ϓϩτίϧ͋Γ·ͤΜɻ 0OFUPPOF
w ͯ͢ͷϦΫΤετɺͭͷΫϥΠΞϯτ͔ΒͭͷαʔόʔͱਐΈ·͢ɻҰʹෳͷά ϧʔϓʹϧʔςΟϯά͢ΔͷͰͳ͘ɺϓϩΩγͷνΣʔϯ͕ͦΕͧΕʹ͠·͢ɻ 0OFXBZ w ͯ͢ͷϦΫΤετΫϥΠΞϯτʹΑͬͯ։࢝͞Εͳ͚ΕͳΒͣɺͯ͢ͷϨεϙϯε ͪʹੜ͞Εͳ͚ΕͳΒͳ͍ͨΊɺαʔόʔඇಉظͷ௨ΛૹΔ͜ͱ͕Ͱ͖·ͤΜɻ ࢀߟɿϦΫΤετɾϨεϙϯεϞσϧͷࡾͭͷݶք̈ 3PZ'JFMEJOHΒʹΑΔݟղ ̈3F fl FDUJPOTPOUIF3&45BSDIJUFDUVSBMTUZMFBOEQSJODJQMFEEFTJHOPGUIFNPEFSOXFCBSDIJUFDUVSF -
©2021 Wantedly, Inc. "1*εΩʔϚͷಋೖc1SPUPDPM#V ff FST ϦΫΤετɾϨεϙϯεϞσϧͷ௨৴ϓϩτίϧͷมߋcH31$)551
ඇಉظϝοηʔδϯάϞσϧͷՃc(PPHMF$MPVE1VC4VC ʮ࠷దԽόʔδϣϯʯมߋ·ͱΊ ⚠ ͜Ε͕શ෦ἧΘͳ͍ͱ microservices Λ࢝Ί͍͚ͯͳ͍Θ͚Ͱͳ͍ʢχʔζʹԠͯ͡ʣ -
©2021 Wantedly, Inc. ɿʮૉͳస༻όʔδϣϯʯͱʮ࠷దԽόʔδϣϯʯͷΪϟοϓ ղܾɿσϑΥϧτͷ.7$ΞʔΩςΫνϟΛదʹΞοϓσʔτ͢Δ w 1SPUPDPM#V ff FSTͷಋೖ4DIFNB w
1C4FSJBMJ[FSͷಋೖ7JFX w H31$4FSWJDFͷಋೖ$POUSPMMFS w H31$*OUFSDFQUPSͷಋೖ.JEEMFXBSF w $PNQVUFE.PEFMͷಋೖ.PEFM w 1VC4VCϝοηʔδϯάͷಋೖ"TZODISPOZ Γ͍ͨ͜ͱ ☑ API εΩʔϚͷಋೖ ☑ ϦΫΤετɾϨεϙϯεϞσϧͷ௨৴ϓϩτίϧͷมߋ ☑ ඇಉظϝοηʔδϯάϞσϧͷՃ -
©2021 Wantedly, Inc. "1*ఆٛΛूͨ͠ϦϙδτϦΛ༻ҙ͍ͯ͠Δɻͦ͜ʹϚʔδ͍ͯ͘͠ɻ "1*ఆ͔ٛΒ֤ϝοηʔδʹରԠ͢ΔΫϥεΛੜͯ͠HFNͱͯ͠৴ $POUSPMMFSͷதͰ͜ΕΒͷΫϥεΛͬͯϨεϙϯεΛΈཱͯΔ 1SPUPDPM#VGGFSTͷಋೖ
4DIFNB Ruby ͰͷϝοηʔδΦϒδΣΫτͷΈཱͯ Protocol Buffers ʹΑΔఆٛ 💡 ίϝϯτॻ͘ͷେࣄ -
ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ©2021 Wantedly, Inc. ✅ API εΩʔϚͷಋೖ ☑ ϦΫΤετɾϨεϙϯεϞσϧͷ௨৴ϓϩτίϧͷมߋ
☑ ඇಉظϝοηʔδϯάϞσϧͷՃ 7JFXΛऔΓ֎ͯ͠1SPUPCVGఆ͕ٛೖͬͨHFNΛར༻ -
©2021 Wantedly, Inc. γϦΞϥΠβʔͷಋೖ w తɿυϝΠϯʹ͋ΔϞσϧͷϦιʔεදݱΛฦ͢͜ͱ w ख๏ɿϞσϧΛϦιʔεදݱʹγϦΞϥΠζ͢ΔએݴతͳϞδϡʔϧΛఆٛ͢Δ 1C4FSJBMJ[FSͷಋೖ 7JFX
XBOUFEMZQCTFSJBMJ[FS 1SPUPCVGͷϝοηʔδΫϥεΛࢦఆ ϥϯλΠϜͰܕ͕֬ఆ͢Δ ͖ͬ͞ͷͳίʔυ͕ফͤΔ ΖΖͷόϦσʔγϣϯ͕ՄೳʹͳΔ ʢ͍ͣΕ੩తղੳͰ͖Δ͔ͳ͊ʜ💭ʣ -
©2021 Wantedly, Inc. σϑΥϧτͷ3VCZH31$αʔόʔ࣮Λར༻ w HSQDTFSWFSHFNىಈίϚϯυɺϩʔυॲཧͳͲ w ىಈɿbundle exec grpc-server
w ΞϓϦέʔγϣϯίʔυɿapp/grpc_services "DUJPO$POUSPMMFS͔ΒH31$4FSWJDFͷஔ͖͑ $POUSPMMFS XBOUFEMZHSQD@TFSWFS -
©2021 Wantedly, Inc. XBOUFEMZSFMPBEFS@JOUFSDFQUPS 3BJMT)551αʔόʔΛநԽͨ͠3BDLΠϯλʔϑΣΠεͰಈ͍͍ͯΔ w 3BDLͷΈͷதͰ.JEEMFXBSFͱݺΕΔϞδϡʔϧ܈͕͞·͟·ͳػೳΛఏڙ͍ͯ͠Δ w ➡︎
H31$ʹ͢Δͱɺ3BDL.JEEMFXBSF͕શ෦͑ͳ͘ͳΔ H31$*OUFSDFQUPSͱ͍͏ࣅͨΑ͏ͳΈ͕ଘࡏ͢Δ w Γͳ͍ͷ࡞Δɻ w ࢹɾϞχλϦϯάɿ w HSQD@OFXSFMJD@JOUFSDFQUPSʜαʔόʔࢹπʔϧσʔλΛૹΔ w HSQD@PQFODFOTVT@JOUFSDFQUPSʜࢄτϨʔγϯάͷͨΊͷσʔλΛૹΔ w HSQD@BDDFTT@MPHHJOH@JOUFSDFQUPSʜΞΫηεϩάΛͱΔ w ։ൃମݧɿ w SFMPBEFS@JOUFSDFQUPSʜϑΝΠϧΛมߋ͢ΔͱϦϩʔυ͞ΕΔ 3BDL.JEEMFXBSF͔ΒH31$*OUFSDFQUPSͷஔ͖͑ .JEEMFXBSF XBOUFEMZHSQD@BDDFTT@MPHHJOH@JOUFSDFQUPS XBOUFEMZHSQD@PQFODFOTVT@JOUFSDFQUPS XBOUFEMZHSQD@OFXSFMJD@JOUFSDFQUPS ActiveSupport::Reloader Λར༻ Rails.application.config.filter_parameters Λࢀর ActiveSupport::ParameterFilter Λར༻ -
ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ©2021 Wantedly, Inc. $POUSPMMFSͷ෦ΛH31$4FSWJDFͰஔ͖͑ɺ 3BDL.JEEMFXBSFΛH31$*OUFSDFQUPSͰஔ͖͑ͨ ✅ API εΩʔϚͷಋೖ
✅ ϦΫΤετɾϨεϙϯεϞσϧͷ௨৴ϓϩτίϧͷมߋ ☑ ඇಉظϝοηʔδϯάϞσϧͷՃ -
ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ©2021 Wantedly, Inc. ඇಉظϝοηʔδΛॲཧ͢ΔΠϯλʔϑΣΠεΛՃ ✅ API εΩʔϚͷಋೖ ✅
ϦΫΤετɾϨεϙϯεϞσϧͷ௨৴ϓϩτίϧͷมߋ ✅ ඇಉظϝοηʔδϯάϞσϧͷՃ Q. ͜ͷύλʔϯͷҧ͍ͳΜͩΖ͏ʁ -
©2021 Wantedly, Inc. ʮૉͳస༻όʔδϣϯʯͱʮ࠷దԽόʔδϣϯʯͷൺֱ ʮ࠷దԽόʔδϣϯʯ w "1* fi STUͳ։ൃϑϩʔʹରԠͯ͠௨৴ٕज़Λ͑ͭͭɺ֓೦తʹड͚ೖΕ͍͢ߏʹண w
ඇಉظϝοηʔδΛॲཧ͢ΔΠϯλʔϑΣΠεΛՃ ➡︎ ͜͜·ͩΑΓྑ͍ϑΟοτͷํͰݕ౼ͷ༨͋Γ -
©2021 Wantedly, Inc. XBOUFEMZDPNQVUFE@NPEFM ิҨɿ"DUJWF3FPDSEͷ෦తͳஔ͖͑ Ϟσϧʹ૬͢Δ෦ʹى͜ΔมԽ w ϨεϙϯεͰฦ͢Ϟσϧ͕"DUJWF3FDPSEҎ֎ʹɺଞͷNJDSPTFSWJDFͷσʔλͰ͋Γ͏Δ w "DUJWF3FDPSEɺσʔλιʔεϞσϧఆٛͷରԠؔΛ҉ʹԾఆ͢Δ͜ͱͰɺ
όονϩʔσΟϯάΛ୯७Խ͍ͯ͠ΔʢΊͬͪΌศརʣ ➡︎ ͜ΕΒͷؔ৺Λͨ͠Ϟσϧఆٛͷํ͕͋ΔͱҰ෦Ͱศར w ʢ-5̈Ͱհ͞Εͨʣ$PNQVUFE.PEFM͜ͷΑ͏ͳ༻్Ͱ͑Δɻ .PEFM ̈DPNQVUFE@NPEFMͷհ -
©2021 Wantedly, Inc. 3BJMT͓Αͼ8FCͷ͔͍ͬͯΔ՝Λ֬ೝ͠ɺ NJDSPTFSWJDFTͱڞଘ͢Δ্ͰͷҰൠతͳΛ͍͔ͭ͘ڍ͛ͨ ֤ʹରͯ͠ɺ͜ΕΛղܾ͢ΔΞʔΩςΫνϟͱίʔυΛఏࣔͨ͠
શମͱͯ͠ɺ3BJMTΛదԠྖҬͷมԽʹԠͯ͡ΞοϓσʔτͰ͖ͨ ➡︎ 3BJMTͷڧΈͱطଘͷࢿ࢈ΛNJDSPTFSWJDFTͷதͰ׆͔ͯ͠ɺ ɹγεςϜશମͱͯ͠ਐԽΛ͍͚ͯ͠ΔΑ͏ͳϦΞʔΩςΫςΟϯάʹͳͬͨ ͬͨ͜ͱ -
©2021 Wantedly, Inc. ؍ͦͷ̍ɿΞʔΩςΫνϟมߋͷաఔͰɺ3BJMTͷιϑτΣΞతͳߏʹ્· ΕΔͱ͍͏͜ͱ΄ͱΜͲͳ͔ͬͨ w ͜Εҙਤͯͦ͠͏ઃܭ͍ͯ͠ͳ͚Εɺͦ͏ͳΒͳ͍ɻ w lେ͖ͳࡿΛ͛Δzl1VTIVQBCJHUFOUzࣄ࣮Ͱ͋Γɺ͜ͷརͬͱೝࣝ͞Εͯྑ͍ ؍ͦͷ̎ɿNJDSPTFSWJDFTͰૺ۰͢Δଟ͘ͷɺҰൠతͳղܾʹམͪͨ
w ΞʔΩςΫνϟʹʮਖ਼ղʯͳ͍͕ɺʮԦಓʯ͋ΔFH3&45ΞʔΩςΫνϟɾελΠϧ w ҰൠԽ͞ΕΔ෦ΛϥΠϒϥϦʹΓग़͢͜ͱͰɺ3BJMTͷՄೳੑΛ͍͚͛ͯΔ༨େ͖͍ w ͦΕʹΑͬͯɺϓϩμΫτϏδωεɺ৫ʹݻ༗ͷʮຊʹॏཁͳ෦ʯͰૣ͘ਐา͍͚ͯ͠ ΔͷͰͳ͍͔ ࠓճͷऔΓΈͷߟ -
©2021 Wantedly, Inc. 1SPUPDPM#V ff FSTؔ࿈ w XBOUFEMZQCTFSJBMJ[FS
H31$ؔ࿈ w XBOUFEMZHSQDTFSWFS w XBOUFEMZHSQD@OFXSFMJD@JOUFSDFQUPS w XBOUFEMZHSQD@PQFODFOTVT@JOUFSDFQUPS w XBOUFEMZHSQD@BDDFTT@MPHHJOH@JOUFSDFQUPS w XBOUFEMZSFMPBEFS@JOUFSDFQUPS (PPHMF$MPVE1VC4VCؔ࿈ w XBOUFEMZHDQDY ؔ࿈ϥΠϒϥϦ ൚༻ w XBOUFEMZDPNQVUFE@NPEFM -
©2021 Wantedly, Inc. w 5IF3BJMT%PDUSJOF %BWJE)FJOFNFJFS)BOTTPO w IUUQTSVCZPOSBJMTPSHEPDUSJOF
w IUUQTRJJUBDPNUBLBIBTIJNJUFNTE ff FFDCEBD .BTBZPTIJ5BLBIBTIJ w 3F fl FDUJPOTPOUIF3&45BSDIJUFDUVSBMTUZMFBOEQSJODJQMFEEFTJHOPGUIFNPEFSOXFC BSDIJUFDUVSFz 3PZ'JFMEJOH w IUUQTEMBDNPSHEPJ w .JDSPTFSWJDFT .BSUJO'PXMFS w IUUQTNBSUJOGPXMFSDPNBSUJDMFTNJDSPTFSWJDFTIUNM w #FZPOEUIF5XFMWF'BDUPS"QQ "EBN#MPPN w IUUQTUBO[VWNXBSFDPNDPOUFOUCMPHCFZPOEUIFUXFMWFGBDUPSBQQ w 8BOUFEMZʹ͓͚Δ(Pಋೖʹ·ͭΘΔٕज़എܠ 4PIFJ5BLFOP w IUUQTXXXXBOUFEMZDPNDPNQBOJFTXBOUFEMZQPTU@BSUJDMFT w DPNQVUFE@NPEFMͷհ*OUSPEVDJOHDPNQVUFE@NPEFM .BTBLJ)BSB w IUUQTTQFBLFSEFDLDPNROJHIZJOUSPEVDJOHDPNQVUFENPEFM ࢀߟจݙɾؔ࿈ϦϯΫ