Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Engineers Career Night Wantedly
Search
Yuta Kurotaki
August 22, 2019
Technology
1.4k
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Engineers Career Night Wantedly
Engineers’ Career Night
https://real-wantedly.connpass.com/event/139340/
Yuta Kurotaki
August 22, 2019
More Decks by Yuta Kurotaki
See All by Yuta Kurotaki
GMOペパボのSUZURIを支えるAIOpsの実践
kurotaky
0
180
CTO Night & Day 2024 Product Feedback Lunch
kurotaky
1
190
ゼロからわかるリザバーコンピューティング
kurotaky
1
2.2k
SUZURI DX 2023
kurotaky
1
240
How GitHub Copilot Transforms Development Productivity
kurotaky
18
14k
The story of repairing my junk keyboard with The kinT keyboard controller
kurotaky
0
1.9k
DevRel_Japan CONFERENCE 2023
kurotaky
1
2.3k
ctoa-wakate-01-company-introduction
kurotaky
0
360
Ethereum for Ruby
kurotaky
2
2.2k
Other Decks in Technology
See All in Technology
多摩川(.dev)ランニング入門 / Tamagawa.dev#3
fujiwara3
3
380
薬剤師(ドメインエキスパート)と一緒に育てる薬局向けAIアシスタント
kakehashi
PRO
2
110
When Does a Local Qwen Start to Break
morshoto
0
180
Autonomous AI Databaseサービス・アップデート(FY27)/ adb-service-update-jp-fy27
oracle4engineer
PRO
0
120
AIで仕事のやり方を変える
matsu7874
1
870
AI 駆動 Terraform 開発/SRE_BizReach_MIXI_2
visional_engineering_and_design
2
1.6k
プロダクト思考 × 基盤思考を AIで実現する Compound Engineering
tkc66buzz
1
280
AIで実装は速くなった。なのにプロダクトは速くならない。職能の壁を越えて価値のフローを設計する
nwiizo
6
7.2k
Genie Code ワークショップ 応用編 / Genie-Code-Workshop-advanced
databricksjapan
PRO
0
360
PdMをやめて、 "プロダクトビルダー"という 働き方に変えました / PdM to Product Builder
shikichee
2
720
Benchmarking Vector Databases: pgvector vs. LanceDB
tsho
0
140
こんなアーキテクチャ図は嫌だ BEYOND THE TIME: 半年後の自分へ贈る15のメッセージ / 15 of Anti-pattern in AWS Architecture Diagrams
naospon
3
260
Featured
See All Featured
Automating Front-end Workflow
addyosmani
1369
210k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
840
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
minecr
1
370
Designing for Performance
lara
611
70k
A Soul's Torment
seathinner
7
3.5k
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
380
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.6k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.7k
The Director’s Chair: Orchestrating AI for Truly Effective Learning
tmiket
1
290
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
470
Designing Dashboards & Data Visualisations in Web Apps
destraynor
232
55k
Information Architects: The Missing Link in Design Systems
soysaucechin
1
1.1k
Transcript
ʙࣗΛͬͯΒ͏ྗΛ͢Δ͜ͱʙ ࠇ୍༔ଠ(.01FQBCP *OD &OHJOFFST$BSFFS/JHIU!8BOUFEMZ Ξτϓοτͱࣗݾ
ݚڀऀ ࠇ୍༔ଠ!LVSPUBLZ 46;63*ࣄۀ෦ϓϩμΫτνʔϜ ςΫχΧϧϦʔυ
ࣗݾհ ݄ΑΓגࣜձࣾQBQFSCPZDP ݱ(.0ϖύϘגࣜձࣾ ʹͯιϑτΣΞΤϯ δχΞͱͯ͠ෳͷ8FCαʔϏεͷ։ൃΛ୲ɺݱࡏςΫχΧϧϦʔυͱͯ͠46;63*ͷ ։ൃ͓ΑͼΤϯδχΞϦϯά৫ͷϚωʔδϝϯτΛߦ͍ͬͯΔɻ 5XJUUFSIUUQTUXJUUFSDPN!LVSPUBLZ 'BDFCPPLIUUQTXXXGBDFCPPLDPNLVSPUBLZ
(JU)VCIUUQTHJUIVCDPNLVSPUBLZ 8FCTJUFIUUQTNPGVPSH FNBJMZVUBLVSPUBLJ!HNBJMDPN
46;63*
$BOWBUI
ࠓ͓͢Δ͜ͱ wࣗͷΩϟϦΞͷ;Γ͔͑Γ wࠓޙͷࣗͷΩϟϦΞʹ͍ͭͯ wࠓޙͷएखΤϯδχΞΩϟϦΞઓུ
ࣗͷΩϟϦΞ;Γ͔͑Γ
݄৽ଔೖࣾ w8FCͷ͜ͱ͋·ΓΘ͔Βͳ͍ wΤϯδχΞݚमʹͯ3VCZ(JUΛͬͯΈΔ͕ɺΑͪΑͪา͖ wಉظࣾ֎ͷ༏लͳΤϯδχΞΛݟͯযΔ wΘ͔Βͳ͍͜ͱଟ͗͢ɺपΓͱͷൺֱͰΉʜ
ઌഐΤϯδχΞͷzΑ͍zͱ͞Ε͍ͯΔৼΔ͍Λਅࣅͨ͠ w Ұ࣍ใΛ֬ೝ͢Δ 3'$ɺυΩϡϝϯτ w ϩάΛಡΉɺΤϥʔϝοηʔδΛಡΉɺςετΛಡΉ w ຊΛಡΜͰษڧ͢Δ w
ઌഐͷใΛಡΉɾΠϕϯτΛνΣοΫ͢Δ w ࣾษڧձͷࢀՃ ॳΊͯͷ3VCZಡॻձͳͲ w ֎෦ΠϕϯτͷࢀՃ ࡳຈ3VCZձٞελοϑɾ:"1$ࢀՃͳͲ w Πϯϓοτ͕ଟΊ
w ଐ͕ܾ·Δ w ݚमɺ0+5ͰֶΜͩࣄΓଓ͚ͨ w ͱʹ͔͘Γଓ͚ΔҎ֎ͷબࢶ͕ແ͔ͬͨʜ w ٕज़తʹਖ਼͍͠ͱ͍͏͚࣠ͩͰͳ͘ɺϢʔβʔͷՁʹͭͳ͕͍ͬͯΔ͔ʁϏδωε ͱͯ͠Ͳ͏͔ʁͱ͍͏࣠Λҙࣝ͢ΔΑ͏ʹͳ͖ͬͯͨͣʜ
ݚमͰֶΜͩ͜ͱΛΓଓ͚ͨ wࣄΛ͏·͘ਐΊΒΕͳͯ͘Ή wۀ1)1ϝΠϯ͚ͩͬͨͲɺझຯͷ8FCαʔϏε։ൃͰ3VCZͷษڧ wಡॻձܧଓ wͱʹ͔͘Πϯϓοτ͍ͯͨ͠ wͬͱΞτϓοτؤுΕྑ͔ͬͨͳͱࢥ͍·͢
w৽نϓϩδΣΫτ্ཱͪ͛ʹؔΘΔ wΤϯδχΞ୲ࣗਓ wͨ͘͞ΜίʔυΛॻ͘ wࣾͷଞͷϓϩδΣΫτࣗͷझຯͰॻ͍ͨίʔυΛࢀߟʹਐΊΔ w3BJMT(JSMTͷίʔνʹઓͯ͠ΈΔ
ࣗͰܾΊͯɺࣗͰਐΊΔ͜ͱͷେ͞ΛֶͿ wࠓ·Ͱ͕͋ͬͨΒઌഐ͕ॿ͚ͯ ͑Λग़ͯ͠ ͘Εͯղܾͨ͠ wࣗͰܾΊͳͯ͘ɺ࠷ޙઌഐ͕ܾΊͯ͘ΕΔ w૬ख͕͑Λग़͢ͷ͕લఏʹ͋ΔͷͰɺ࣍ͷҰาΛ౿Έग़͢લʹऴΔ wϑΟʔυόοΫΛΒ͍ɺࣗͳΓͷʹର͢Δ͑Λग़͢͜ͱʹͨ͠ w֎෦ͷΞτϓοτΛҙࣝ͢ΔΑ͏ʹͳΔ wਓʹڭ͑Δ͜ͱΞτϓοτ
wۀͰͬͨ͜ͱΛϕʔεʹநԽɺ044ʹߩݙͨ͠Γɺొஃͨ͠Γͨ͠ wॳֶऀ͚ʹίʔνΛ͢Δͷܧଓ wίϛϡχςΟͷখ͞ͳߩݙΛ௨ֶͯ͠ΜͰ͍ͬͨ wࣗͷΞΫγϣϯʹؔͯ͠ఆظతʹ;Γ͔͑ΓΛ͢ΔΑ͏ʹͳͬͨ
;Γ͔͑Γͳ͕ΒલʹਐΉ wͨ͘͞ΜΠϯϓοτΛͯ͠ɺΞτϓοτͨ͠ wఆظతʹϦϑϨΫγϣϯ ;Γ͔͑Γ ͢Δ͜ͱ͕େࣄͱؾ͍͖ͯͨ wΤϯδχΞ;Γ͔͑ΓձΛ͡Ίͨ
ΤϯδχΞ;Γ͔͑Γձ wΤϯδχΞͷ༗ࢤϝϯόʔͰຖ݄; Γ͔͑ΓձΛ͓͜ͳͬͨ wରΛ௨ͯ͠ɺۀϓϥΠϕʔτ ͰͷܦݧΛ;Γ͔͑Δ wΤϯδχΞਓͷϓϩδΣΫτͰ։ൃ ͍ͯͨ͠ͷͰɺ୭͔ͱҰॹʹ;Γ͔ ͑ΓΛ͔ͨͬͨ͠ #MPHʹຖ݄࣮ࢪͨ͠;Γ͔͑Γձʹ͍ͭͯ
wΠϯϓοτɾΞτϓοτɾ;Γ͔͑Γͷ܁Γฦ͠ wձࣾͰγχΞΤϯδχΞʹͳΔ
w৽ଔݚमΛ୲ɺܭըʙઃܭʙ࣮ࢪ·Ͱ w౦ژۀେֶͷΤϯδχΞϦϯάσβΠϯϓϩδΣΫτʹࢀՃ w৽نࣄۀͷ্ཱͪ͛ʹࢀՃ
w3VCZ,BJHJͰൃද wࣗͷதͰҰ൪େ͖ͳΠϕϯτͰͷొஃ w৽نࣄۀͰඞཁͩͬͨͷΛϥΠϒϥϦԽͨ݁͠Ռ wळࠒʹςΫχΧϧϦʔυʹͳΔ wΤϯδχΞϦϯάϚωʔδϝϯτ
ˠͷ ;Γ͔͑Γ͔Βݟ͖͑ͯͨͷ
ͷͨΊͷͭͷେͳ͜ͱ wΠϯϓοτ wΞτϓοτ w;Γ͔͑Γ ল
Πϯϓοτ wΞτϓοτ͢ΔʹɺΠϯϓοτ͕ඞཁ wຊΛಡΉɺਓͷߟ͑Λฉ͘ɾಡΉɺཱྀߦʹߦ͘ wΞτϓοτΛҙࣝͯ͠Πϯϓοτ͢Δ wlΜͰ͍Δzͱlߟ͍͑ͯΔzͷϞʔυΛ͚Δ wΘ͔͍ͬͯΔɾߟ͍͑ͯΔ;ΓΛ͠ͳ͍
Ξτϓοτ wΠϯϓοτͨ͠ͷΞτϓοτ͢Δ͜ͱͰʹ͘ wจষΛॻ͘ɺίʔυΛॻ͘ɺઆ໌͢ΔɺϓϨθϯ͢Δ wࣗͰߟ͑ΔˠܾΊΔˠදݱ͢ΔΛ܁Γฦ͢
ϦϑϨΫγϣϯ ল wࣗͷΠϯϓοτΞτϓοτʹରͯ͠;Γ͔͑Δ wਓͰͳ͘ෳਓͰৼΓସ͑Δͷ͓͢͢ΊͰ͢ wࢹΛ͛ΔɾࢹΛม͑Δɾࢹ࠲ΛߴΊΔ wΞτϓοτޙ;Γ͔͑Δɻཐટߏతʹ͍ͯ͘͠ w ·ͭͱΓʔ͞Μͷاۀʹॴଐ͢ΔΤϯδχΞͱͯ͠ͷࣾͱࣾ֎ͷ࣮ͷॏͶํͷεϥΠυຕ
ίϧϒͷܦݧֶशαΠΫϧϞσϧ,PMC ۀ ল ࣋Խ ܦݧ ۀ͔Βܦݧͨ͜͠ͱΛল࣋͠Խɺ ࣍ͷۀʹԠ༻͢Δ͜ͱ͕େࣄ
ܦݧֶशͷαΠΫϧΛճͤͳ͍ͱ wڭ܇ΛҾ͖ग़ͤͳ͍ wܦݧͬ͠ͺͳ͠ɺࣄΛ͜ͳ͠ଓ͚Δ w͕࣋ݻ·ͬͯ͠·͏ wڥʑมԽ͍ͯ͠ΔͷͰɺ࣋͠ͳ͍ʂ ۀ ܦݧ
ࣗͳΓͷίπ wԿࣄΦʔϓϯʹਐΊ͍ͯ͘ w l0QFOOFTTJTPVSESJWFSGPSFYDFMMFODFz wΦʔϓϯʹ͢Δ͜ͱͰɺ͍Ζ͍ΖͳਓʹͬͯΒ͍ɺϑΟʔυόοΫΛΒ͏ wଞਓ͔ΒͷධՁʹ·ͳ͍ wΉΑΓ͕ࣗͲΕ͚ͩલʹਐΊ͔ͨΛߟ͑Δ wࣗͷͨΊʹϑΟʔυόοΫΛ͘ΕΔਓେ wΠϯϓοτɾΞτϓοτΛࢁ͍ͯ͠Δ࣌·ͳ͘ͳΔ
ˠະདྷ ࣗͷΩϟϦΞ
͔Βͦͷઌ wςΫχΧϧϦʔυͱͯ͠ΤϯδχΞ৫ͷΞτϓοτΛ࠷େԽ͢Δ wࣗΛؚΉνʔϜΈΜͳͷΞτϓοτΛ૿͢ wϓϩμΫτΛͤ͞Δ wݚڀऀͱͯ͠ܧଓతʹ׆ಈ͢Δ w)VNBO$PNQVUFS*OUFSBDUJPOؔ࿈
ࠓޙͷΤϯδχΞͷΩϟϦΞઓུ
ࠓޙͷΤϯδχΞͷΩϟϦΞઓུ wΤϯδχΞϦϯάͷεΩϧºʓʓͷΈ߹ΘͤͰߟ͍͑ͯ͘ wٕज़͕ͲΜͲΜநԽ͞ΕΔˠ؆୯ͳͷͩΕͰ࡞ΕΔ wιϑτΣΞΤϯδχΞͷ૿͑Δˠάϩʔόϧʹߟ͑Δ wϢʔβʔମݧͷՁ্ʹϑΥʔΧεͯ͠ͷΛ࡞Δ wࣗͷ͖ͳ͜ͱΛΔ
͜ͷޙͷ࠙ձͰ ͥͻ͓͠·͠ΐ͏ʂ