ワンキャリア社から学ぶ経営と開発現場をつなぐAI戦略と実践 / Learn from OneCareer: AI Strategy and Practice Connecting Management and Development Sites

シニアエンジニアリングマネージャーの江副とテックリードの高根沢が、「ワンキャリア社から学ぶ経営と開発現場をつなぐAI戦略と実践」で発表した際の資料となります。

イベントURL：
https://form.findy-team.io/event_onecareerai_250515

Transcript

1. ϫϯΩϟϦΞ͔ࣾΒֶͿ ʮܦӦͱ։ൃݱ৔Λͭͳ͙AIઓུͱ࣮ફʯ 2025/05/15ɹגࣜձࣾϫϯΩϟϦΞ ߐ෭྿ਓ ߴࠜ୔ ޫีɹ
2. ONE CAREER Inc . Copyright © ONE CAREER Inc. All Rights Reserved. ࣗݾ঺հ Career झຯ ͻͱ͜ͱ 2 ߐ෭ ྿ਓ γχΞΤϯδχΞϦϯάϚωʔδϟʔ 2021೥ʹϫϯΩϟϦΞʹத్ೖࣾɻೖࣾޙ͸ιϑτ΢ΣΞ ΤϯδχΞ /EMͱͯ͠ϓϩμΫτ։ൃɺݚڀ։ൃΛ؅ঠɻ ಡॻ গ͠Ͱ΋ࢀߟʹͳΕ͹خ͍͠Ͱ͢ʂ
3. ONE CAREER Inc . Copyright © ONE CAREER Inc. All Rights Reserved. ࣗݾ঺հ Career झຯ ͻͱ͜ͱ 3 ߴࠜ୔ ޫี σʔλνʔϜςοΫϦʔυ ੜ੒AIਪਐ୲౰ 2023೥ ϫϯΩϟϦΞʹ৽ଔೖࣾ͠ɺ৽نࣄۀͷ্ཱͪ͛΍ 
 AIϓϩμΫτʮबτϨʯͷ։ൃ੹೚ऀͳͲΛ୲౰ ։ൃɺήʔϜ(Apex)ɺϒϨʔυαʔόʔӡ༻(12U) ͻΒ͢Βίʔυॻ͘ͷ͕େ޷͖ͳਓؒͰ͢ ࠷ۙ20k contrib in a year ୡ੒͠·ͨ͠
4. Copyright © ONE CAREER Inc. All Rights Reserved. ϫϯΩϟϦΞʹ͍ͭͯ 4
5. Copyright © ONE CAREER Inc. MISSION ਓͷ਺͚ͩɺ ΩϟϦΞΛͭ͘Δɻ ࢲͨͪϫϯΩϟϦΞ͸ʮਓͷ਺͚ͩɺΩϟϦΞΛͭ͘ΔɻʯΛϛογϣϯʹܝ͛ɺ ݸਓɾاۀ͕࢓ࣄબͼʹؔ͢Δ͋ΒΏΔσʔλΛར༻Ͱ͖ΔϓϥοτϑΥʔϜͱͯ͠3ͭͷαʔϏεΛల։͓ͯ͠Γ·͢ɻ - ͸͡ΊͯͷΩϟϦΞΛબͿɺब׆αΠτʮONE CAREERʯ - ࣍ͷΩϟϦΞ͕ݟ͑Δɺస৬αΠτʮONE CAREER PLUSʯ - ࠾༻׆ಈͷDX1(σδλϧτϥϯεϑΥʔϝʔγϣϯ)ਪਐΛࢧԉ͢ΔʮONE CAREER CLOUDʯ ଟ͘ͷਓʹͱͬͯ࢓ࣄ͸ਓੜͰ࠷΋࣌ؒΛ౤ࢿ͢Δର৅Ͱ͋Δʹ΋ؔΘΒͣɺ ࢓ࣄબͼʹؔͯ͠͸ҙࢥܾఆͷج४ͱͳΔΑ͏ͳσʔλ͕গͳ͘ɺ͍·ͩʹब৬͔ͯ͠Βޙչ͢Δਓ͕ޙΛઈͨͳ͍ঢ়گͰ͢ɻ ࢲͨͪ͸ɺ͢΂ͯͷݸਓͷΩϟϦΞʹ޲͖߹͍ɺΩϟϦΞσʔλΛूΊɺଟ༷Խ͢Δੈͷதʹ͓͍ͯ࢓ࣄબͼͱ࠾༻׆ಈΛΞοϓσʔτ͍͖ͯ͠·͢ɻ 1. DX:اۀ׆ಈʹσʔλͱσδλϧٕज़Λ׆༻͢Δ͜ͱͰɺϏδωεϞσϧ΍ۀ຿ɺαʔϏεͳͲΛมֵ͠ɺڝ૪্ͷ༏ҐੑΛཱ֬͢Δ͜ͱ
6. Copyright © ONE CAREER Inc. த௕ظͷઓུ ϫϯΩϟϦΞ͸ɺ࢓ࣄબͼʹؔ͢Δ͋ΒΏΔσʔλΛऩू͠ɺ͢΂ͯͷεςʔΫϗϧμʔ͕σʔλΛར༻Ͱ͖Δ ϓϥοτϑΥʔϜΛͭ͘Δ͜ͱͰɺະདྷʹΘͨͬͯਓʑ͕ଟ༷ͳಇ͖ํΛଚॏͰ͖ΔࣾձΛਪਐɻ ΩϟϦΞϓϥοτϑΥʔϜ
7. Copyright © ONE CAREER Inc. All Rights Reserved. αʔϏεͱ։ൃͷྺ࢙ 7 5 ͜Ε·ͰՄࢹԽ͞Ε͍ͯͳ͔ͬͨʮΩϟϦΞσʔλ1ʯΛऩूɾ׆༻͠ɺब৬ɾ࠾༻ͷҙࢥܾఆΛαϙʔτɻ αʔϏεҰཡ 1. த్࠾༻ͷސ٬޲͚αʔϏε͸ਓࡐ঺հɺϝσΟΞαʔϏε౳Λఏڙɻ
8. Copyright © ONE CAREER Inc. All Rights Reserved. ςʔϚᶃʲAI׆༻ઓུʳ 8
9. Copyright © ONE CAREER Inc. All Rights Reserved. ςʔϚᶃʲAI׆༻ઓུʳ 9 Q2. AIΛಋೖɾ׆༻͢Δ্ͰͲͷΑ͏ͳϦεΫΛ૝ఆ͠ɺͲ͏ରࡦ͍ͯ͠Δʁ Q1. AI΁ͷ౤ࢿʹ͓͚Δ౤ࢿରޮՌΛͲͷΑ͏ʹධՁ͍ͯ͠Δʁʢ௕ظ/୹ظʣ Q3. AI׆༻ΛશࣾͰਪਐ͢ΔͨΊͷɺ૊৫ମ੍΍ࣾ಺ͷਪਐࢪࡦ͸ʁ
10. Copyright © ONE CAREER Inc. Q1. AI΁ͷ౤ࢿʹ͓͚Δ౤ࢿରޮՌΛͲͷΑ͏ʹධՁ͍ͯ͠Δʁʢ௕ظ/୹ظʣ ௕ظͷ૝ఆ͸େࣄͳҰํͰɺ௚ۙͷٕज़ͷൃల͔Βݟͯ΋1-2೥Ҏ಺Ͱͷ౤ࢿճऩΛ࣮֬ʹݟࠐΉͷ͕ॏཁɻ AI΁ͷ౤ࢿʹ͓͚Δ౤ࢿରޮՌʢROIʣ ୹ظ ௕ظ جຊ͸ਓࡐ΁ͷ౤ࢿ͕ϝΠϯ AIͷෆ࣮֬ੑΛߟྀͭͭ͠ ʮROI͕1Λ௒͑Δ͔ʯΛ៛ີʹݟ͍ͯ͘ ౤ࢿରޮՌ Ϧλʔϯ ౤ࢿ ʹ AI͕΋ͨΒ͢རӹ * རӹͷظ଴ ʼ 1
11. Copyright © ONE CAREER Inc. Q2. AIΛಋೖɾ׆༻͢Δ্ͰͲͷΑ͏ͳϦεΫΛ૝ఆ͠ɺͲ͏ରࡦ͍ͯ͠Δʁ ϦʔΨϧϦεΫʹର͠ɺ֤छWFͰ֬ೝͯ͠௵͠ࠐΈɻ·ͨ؂ࠪϩάΛه࿥͠ɺఆظతʹ֬ೝɻ AIͷಋೖɾ׆༻ʹ͓͚ΔϦεΫରԠɾΨόφϯεମ੍ ར༻πʔϧWF ؂ࠪϩάͷ੔උ AIར༻ͷ؂ࠪϩάΛه࿥͠ਵ࣌֬ೝ ໨తʹԠͯ͡։ൃਃ੥ɾϦʔΨϧνΣοΫ Λߦ͍ɺ֤୲౰ऀ͕ϦεΫ͕ͳ͍͔֬ೝ ϩάΛه࿥ ໨త AIαʔϏεΛ ʮͭ͘Δʯ AIαʔϏεΛ ʮ͔ͭ͏ʯ WF ੜ੒AIγεςϜ ։ൃਃ੥ ϦʔΨϧνΣοΫ ֬ೝࣄ߲ ࣾ಺σʔλͷ औΓѻ͍౳Λ֬ೝ ར༻ن໿౳Λ֬ೝ
12. Copyright © ONE CAREER Inc. Q3. AI׆༻ΛશࣾͰਪਐ͢ΔͨΊͷɺ૊৫ମ੍΍ࣾ಺ͷਪਐࢪࡦ͸ʁ ਪਐʹ͸ɺݱ৔͔ΒͷϘτϜΞοϓͱܦӦ͔Βͷτοϓμ΢ϯͷ྆໘͕ඞཁɻ AI׆༻ਪਐʹ͓͚Δ૊৫ମ੍ɾࣾ಺ͷਪਐࢪࡦ ϘτϜΞοϓ τοϓμ΢ϯ ܦӦਞ ݱ৔ ط੒ࣄ࣮Խ + ೔ৗతʹڞ༗ͯ͠ҙࢥܾఆऀͷڵຯשى + ઌߦࣄྫʢւ֎ࣄྫؚΊʣΛௐࠪఏࣔ ܦӦਞ ݱ৔ ෦ॺ΍νʔϜΛ৽ઃ ઐ೚୲౰ऀ͕ਪਐͰ͖ΔΑ͏ͳମ੍มߋ AI΁ͷ౤ࢿ͕ܾఆ
13. Copyright © ONE CAREER Inc. All Rights Reserved. ςʔϚᶄʲ۩ମతͳऔΓ૊Έͱਪਐࣄྫʳ 13
14. Copyright © ONE CAREER Inc. All Rights Reserved. ςʔϚᶄʲ۩ମతͳऔΓ૊Έͱਪਐࣄྫʳ 14 Q2. Ϣʔβʔ޲͚αʔϏε΁ͷAI׆༻ʹ͍ͭͯ΋۩ମྫΛڭ͑ͯʂ Q1. ࣾ಺ۀ຿Ͱɺੜ੒AI΍AIπʔϧΛ࢖ͬͨޮ཰ԽͷऔΓ૊Έ͸͋Δʁ Q3. AI׆༻Λݱ৔ʹఆணͤ͞ΔதͰ௚໘ͨ͠՝୊΍ɺͦͷղܾࡦ͸ʁ
15. Copyright © ONE CAREER Inc. Q1. ࣾ಺ۀ຿Ͱɺੜ੒AI΍AIπʔϧΛ࢖ͬͨޮ཰ԽͷऔΓ૊Έ͸͋Δʁ AIπʔϧΛఆணͤ͞ΔͨΊͷษڧձΛຖि࣮ࢪɻ·ͨɺੜ੒AIʹڧ͍ڵຯ͕͋ΔϝϯόʔΛ ਪਐ୲౰ͱͯ͠ΞαΠϯ͠ɺॴଐνʔϜ΁ͷAIπʔϧఆணΛࢧԉͯ͠΋Β͍ͬͯΔɻ ੜ੒AI΍AIπʔϧΛ࢖ͬͨޮ཰ԽͷऔΓ૊Έ
16. Copyright © ONE CAREER Inc. Q2. Ϣʔβʔ޲͚αʔϏε΁ͷAI׆༻ʹ͍ͭͯ΋۩ମྫΛڭ͑ͯʂ AI໛ٖ໘઀αʔϏεͰ͋ΔʮबτϨʯΛϦϦʔεɻ ࠓ·Ͱ࿑ಇू໿ܕͰਓͷྗͰߦ͍ͬͯͨ໛ٖ໘઀ͷαϙʔτΛAIͰ࠶ݱੑߴ͘୅ସͰ͖ΔΑ͏ʹɻ Ϣʔβʔ޲͚αʔϏε΁ͷAI׆༻ ➢ αʔϏεͷ։ൃ൑அʹ͍ͭͯ Playground؀ڥͰ਺೔ؒݕূ͠ɺ ࣮ݱՄೳੑΛݕ౼ ੜ੒AIͷݕূ͸୹͘ߦ͏ͷ͕جຊ ➢ ࣮ݱՄೳੑͷධՁϙΠϯτ JSONϨεϙϯεεΩʔϚͷԠ౴΍ɺ ग़ྗ෺ͷ࣮༻ੑͱϋϧγωʔγϣϯϦεΫ ΛݟͯධՁ͍ͯ͘͠
17. Copyright © ONE CAREER Inc. Q3. AI׆༻Λݱ৔ʹఆணͤ͞Δ্Ͱ௚໘ͨ͠՝୊΍ɺͦΕΛͲ͏ղܾͨ͠ͷ͔ʁ ݱ৔͚ͩͰ͸ۀ຿ʹ௚݁͢ΔAIͷ׆༻ํ๏͕Θ͔Βͳ͍ͱ͍͏՝୊͕ଘࡏɻͦ͜Ͱ֤෦ॺͱ ΤϯδχΞ͕࿈ܞ͠ݱ৔Ͱ࢖͑ΔϓϩτλΠϓΛ࡞੒ɾվળ͠ɺ෦ॺ಺Ͱͷఆண·ͰΛࢧԉɻ AI׆༻Λݱ৔ʹఆணͤ͞Δ্Ͱ௚໘ͨ͠՝୊ɾղܾࡦ ֤෦ॺ͔Βੜ੒AIʹ ڵຯΛ͍࣋ͬͯΔϝϯόʔΛબग़ ΤϯδχΞͱͱ΋ʹݱ৔Ͱ࢖͑Δ ϓϩτλΠϓΛ࡞੒ ࡞ͬͨϓϩϯϓτΛ෦ॺʹ࣋ͪؼΓ ݱ৔ʹ׆༻Մೳͳ΋ͷʹվળͭͭ͠ఆண ෦ॺA ෦ॺB ݱ৔ͷϝϯόʔͱΤϯδχΞ͕࿈ܞ͠ ࣮ࡍʹϓϩτλΠϓΛ࡞੒ ෦ॺA ෦ॺB ࣮ࡍʹ࢖͏தͰʮϑΟʔυόοΫ→վળʯͷ αΠΫϧΛ܁Γฦ͍ͯ͘͠
18. Copyright © ONE CAREER Inc. All Rights Reserved. XɺnoteɺEntranceBookͰ৘ใΛൃ৴த 🚀 ڵຯͷ͋Δํ͸ͥͻʂ