生成AI活用でエンジニア組織はどう変わったのか？ 成功企業が語るWhat・Why・How/How has the engineering organization changed with the use of generative AI? What, Why, and How from Successful Companies

テックリードの高根沢が「生成AI活用でエンジニア組織はどう変わったのか？ 成功企業が語るWhat・Why・How」でLTをした際の資料となります。

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1. ੜ੒AI׆༻ͰΤϯδχΞ૊৫͸Ͳ͏มΘͬͨͷ͔ʁ ੒ޭاۀ͕ޠΔWhatɾWhyɾHow 2025/2/20ɹגࣜձࣾϫϯΩϟϦΞ ߴࠜ୔ޫี
2. ONE CAREER Inc . Copyright © ONE CAREER Inc. All Rights Reserved. ࣗݾ঺հ Career झຯ ͻͱ͜ͱ 2 ߴࠜ୔ ޫี σʔλνʔϜɾςοΫϦʔυ ΤϯδχΞྺ15೥ɻOCEࣄۀ্ཱͪ͛ → σʔλνʔϜ ݸਓ։ൃαʔϏεͷ҆ఆӡ༻ɺίετ࠷దԽɺήʔϜ ͻΒ͢Βίʔυॻ͘ͷ͕େ޷͖ͳਓؒͰ͢
3. Copyright © ONE CAREER Inc. All Rights Reserved. ໨࣍ 3 • ϫϯΩϟϦΞʹ͍ͭͯ • ੜ੒AI׆༻ͷWhat, Why, How
4. 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
5. Copyright © ONE CAREER Inc. ԿΛ໨ࢦ͍ͯ͠Δͷ͔ʁ ࢓ࣄબͼʹؔ͢Δ͋ΒΏΔσʔλΛऩू͠ɺ͢΂ͯͷεςʔΫϗϧμʔ͕σʔλΛར༻Ͱ͖Δ ϓϥοτϑΥʔϜΛͭ͘Δ͜ͱͰɺະདྷʹΘͨͬͯਓʑ͕ଟ༷ͳಇ͖ํΛଚॏͰ͖ΔࣾձΛਪਐɻ ΩϟϦΞσʔλϓϥοτϑΥʔϜΛͭ͘Δ͜ͱ
6. Copyright © ONE CAREER Inc. All Rights Reserved. ͲΜͳαʔϏεΛఏڙ͍ͯ͠Δ͔ʁ 6 5 1. ΩϟϦΞσʔλͱ͸ɺٻ৬ऀͷ׆ಈσʔλɺاۀͷ࠾༻σʔλͷ૯শɻ 2. ೔ຊͷਓࣄ෦ʮHRΞϫʔυ2020ʯʹͯϓϩϑΣογϣφϧ෦໳ʢਓࡐ࠾༻ɾޏ༻෦໳ʣͰ࠷༏ल৆Λड৆ɻ 3. NewsPicksൃදʮʲਤղʳ20αʔϏεΛపఈൺֱɻຊ౰ʹ໾ཱͭʮब׆αΠτʯҰཡΑΓɻ 4. ProFutureגࣜձࣾ/HR૯ݚʮHR૯ݚ×ָఱΈΜब:2025೥৽ଔֶੜͷब৬׆ಈಈ޲ௐࠪʢ6݄ʣʲब৬׆ಈฤʳʯ(https://www.hrpro.co.jp/ research_detail.php?r_no=386)ΑΓɻ ͜Ε·ͰՄࢹԽ͞Ε͍ͯͳ͔ͬͨʮΩϟϦΞσʔλ1ʯΛऩूɾ׆༻͠ɺब৬ɾ࠾༻ͷҙࢥܾఆΛαϙʔτɻ ΩϟϦΞબͼΛࢧԉ͢Δଟ༷ͳαʔϏεΛల։
7. Copyright © ONE CAREER Inc. All Rights Reserved. ໨࣍ 7 • ϫϯΩϟϦΞͬͯͲΜͳձࣾʁ • ੜ੒AI׆༻ͷWhat, Why, How
8. Copyright © ONE CAREER Inc. All Rights Reserved. Before ݸਓ։ൃΛ௨ͯ͠ɺࣗ෼ͷੜ࢈ੑ͕2ഒҎ্ʹͳΔܦݧΛ͔ͨ͠Β ʲWhyʳͳͥ૊৫Ͱੜ੒AI׆༻Λ͠Α͏ͱࢥͬͨͷ͔ʁ 8 After 17,105 contributions 7,471 contributions
9. Copyright © ONE CAREER Inc. All Rights Reserved. ʲWhatʳ։ൃϓϩηεͷͲ͜ͷ෦෼Ͱ׆༻͍ͯ͠Δ͔ʁ ઃܭʙอकͷϑΣʔζͰ׆༻ɻ࠷΋࢖͍ͬͯΔͷ͸࣮૷ϑΣʔζ 9 ཁ݅ఆٛ ɹ- ઃܭ ɾઃܭํ਑→ઃܭॻͷࣗಈੜ੒ ɾઃܭਤͷੜ੒ ࣮૷ ɾطଘίʔυͷঢ়ଶ͔Β࣮૷ͷํ਑Λݕ౼ ɾίʔσΟϯάɺςετੜ੒ͷࣗಈԽ ɾPRλΠτϧɺઆ໌จੜ੒ͷࣗಈԽ ɾPRϨϏϡʔ ϦϦʔε ɾϦϦʔε࣌ͷϦεΫચ͍ग़͠ ӡ༻ɾอक ɾΤϥʔ΍όάൃੜ࣌ͷτϥϒϧγϡʔςΟϯά
10. Copyright © ONE CAREER Inc. All Rights Reserved. ʲWhatʳ։ൃϓϩηεͷͲ͜ͷ෦෼Ͱ׆༻͍ͯ͠Δ͔ʁ ઃܭʙอकͷϑΣʔζͰ׆༻ɻ࠷΋࢖͍ͬͯΔͷ͸࣮૷ϑΣʔζ 10 ཁ݅ఆٛ ɹ- ઃܭ ɾઃܭํ਑→ઃܭॻͷࣗಈੜ੒ ɾઃܭਤͷੜ੒ ࣮૷ ɾطଘίʔυͷঢ়ଶ͔Β࣮૷ͷํ਑Λݕ౼ ɾίʔσΟϯάɺςετੜ੒ͷࣗಈԽ ɾPRλΠτϧɺઆ໌จੜ੒ͷࣗಈԽ ɾPRϨϏϡʔ ϦϦʔε ɾϦϦʔε࣌ͷϦεΫચ͍ग़͠ ӡ༻ɾอक ɾΤϥʔ΍όάൃੜ࣌ͷτϥϒϧγϡʔςΟϯά
11. Copyright © ONE CAREER Inc. All Rights Reserved. ʲHowʳઃܭϑΣʔζɿੜ੒AIʹΑΔਤͷੜ੒ ઃܭ಺༰ΛݴޠԽ͠ࢦࣔΛ༩͑Δ → MermaidϑΥʔϚοτΛग़ྗ 11
12. Copyright © ONE CAREER Inc. All Rights Reserved. ʲWhatʳ։ൃϓϩηεͷͲ͜ͷ෦෼Ͱ׆༻͍ͯ͠Δ͔ʁ ઃܭʙอकͷϑΣʔζͰ׆༻ɻ࠷΋࢖͍ͬͯΔͷ͸࣮૷ϑΣʔζ 12 ཁ݅ఆٛ ɹ- ઃܭ ɾઃܭํ਑→ઃܭॻͷࣗಈੜ੒ ɾઃܭਤͷੜ੒ ࣮૷ ɾطଘίʔυͷঢ়ଶ͔Β࣮૷ͷํ਑Λݕ౼ ɾίʔσΟϯάɺςετੜ੒ͷࣗಈԽ ɾPRλΠτϧɺઆ໌จੜ੒ͷࣗಈԽ ɾPRϨϏϡʔ ϦϦʔε ɾϦϦʔε࣌ͷϦεΫચ͍ग़͠ ӡ༻ɾอक ɾΤϥʔ΍όάൃੜ࣌ͷτϥϒϧγϡʔςΟϯά
13. Copyright © ONE CAREER Inc. All Rights Reserved. ʲHowʳ࣮૷ϑΣʔζᶃɿطଘίʔυͷঢ়ଶ͔Β࣮૷ͷํ਑ݕ౼ ίʔυશମΛ౿·͑ͯํ਑ݕ౼ → Copilot EditsͰίʔσΟϯά 13 ᶃ όοΫϩάɺλεΫͷ಺༰ΛೖΕΔ ᶄ طଘίʔυΞʔΩςΫνϟͱ ɹ σΟϨΫτϦߏ੒Λ౿·͑ͯํ਑ҊΛੜ੒ ᶅ ᶄΛϓϩϯϓτͱͯ͠ɺ Copilot Editsʹೖྗ͢Δͱ طଘΞʔΩςΫνϟʹԊͬͨίʔυΛੜ੒
14. Copyright © ONE CAREER Inc. All Rights Reserved. ʲHowʳ࣮૷ϑΣʔζᶄɿPRλΠτϧ΍આ໌จͷࣗಈੜ੒ PRςϯϓϨʔτͱϑΝΠϧࠩ෼Λ༩͑Δ→ PRλΠτϧɺઆ໌จͷੜ੒ 14
15. Copyright © ONE CAREER Inc. All Rights Reserved. We are hiring! 15
16. Copyright © ONE CAREER Inc. All Rights Reserved. XɺnoteɺEntranceBookͰ৘ใΛൃ৴த 🚀 ڵຯͷ͋Δํ͸ͥͻʂ