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
エンジニアがキャリアについて考えるとき意識すること
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
kkeeth
November 02, 2017
Technology
380
2
Share
エンジニアがキャリアについて考えるとき意識すること
「技術のコモディティ化」に対し、プログラマ・エンジニアの成長や、働き方について深掘りした上で、意識することを話しました。
kkeeth
November 02, 2017
More Decks by kkeeth
See All by kkeeth
Programming to play with p5.js
clown0082
0
79
とある EM の初めての育休からの学び
clown0082
1
5.3k
The history of Javascript frameworks: changes in front-end design philosophy
clown0082
2
220
Visually experience the beauty of mathematics with p5.js
clown0082
1
3.3k
Rediscover the joy of coding with Creative Coding
clown0082
0
1.9k
全員が意思決定する会社で開発者体験や生産性を見る大変さについて
clown0082
0
650
JavaScript × Mathematics go to Digital Art
clown0082
1
450
In-house study group at YUMEMI
clown0082
0
240
Playing Ionic Logo by p5.js
clown0082
0
330
Other Decks in Technology
See All in Technology
Data Hubグループ 紹介資料
sansan33
PRO
0
2.9k
Eight Engineering Unit 紹介資料
sansan33
PRO
3
7.2k
【Findy FDE登壇_2026_04_14】— 現場課題を本気で解いてたら、FDEになってた話
miyatakoji
0
1.1k
猫でもわかるKiro CLI(CDKコーディング編)
kentapapa
1
110
Zero-Downtime Migration: Moving a Massive, Historic iOS App from CocoaPods to SPM and Tuist without Stopping Feature Delivery
kagemiku
0
240
マルチエージェント × ハーネスエンジニアリング × GitLab Duo Agent Platformで実現する「AIエージェントに仕事をさせる時代へ。」 / 20260421 GitLab Duo Agent Platform
n11sh1
0
110
Bluesky Meetup in Tokyo vol.4 - 2023to2026
shinoharata
0
190
こんなアーキテクチャ図はいやだ / Anti-pattern in AWS Architecture Diagrams
naospon
1
380
新規サービス開発におけるReact Nativeのリアル〜技術選定の裏側と実践的OSS活用〜
grandbig
2
200
Introduction to Sansan, inc / Sansan Global Development Center, Inc.
sansan33
PRO
0
3k
聞き手の目線で考えるプロポーザル
takefumiyoshii
0
430
BigQuery × dbtでコスト削減した話
rightcode
0
150
Featured
See All Featured
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
31
3.1k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
1
3.5k
Gemini Prompt Engineering: Practical Techniques for Tangible AI Outcomes
mfonobong
2
360
The Director’s Chair: Orchestrating AI for Truly Effective Learning
tmiket
1
150
jQuery: Nuts, Bolts and Bling
dougneiner
66
8.4k
Utilizing Notion as your number one productivity tool
mfonobong
4
290
Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO
davidcarrasco
3
110
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
260
Rebuilding a faster, lazier Slack
samanthasiow
85
9.5k
The State of eCommerce SEO: How to Win in Today's Products SERPs - #SEOweek
aleyda
2
10k
Design in an AI World
tapps
0
190
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
330
Transcript
ϓϩάϥϚɾΤϯδχΞ͕ΩϟϦΞ ʹ͍ͭͯߟ͑Δͱ͖ҙࣝ͢Δ͜ͱ 2017/11/02 αϙʔλʔζColabษڧձ
About me const my_info = { ɹ Name: ‘܂ݪਔ’, ɹ
Twitter: ‘@kuwahara_ngv5’, ɹ GitHub: ’k-kuwahara’, ɹ Qiita: ’clown0082’, ɹ Workplace: ‘Yumemi, Inc.’ }
My Skill Sets • PHP • JavaScript • Ruby
Agenda • ϓϩάϥϚɾΤϯδχΞ͕Ε͕ͪͳҙࣝ • ٕज़ͷίϞσΟςΟԽͷઌ • Ͳ͜Ͱ or ԿͰউෛ͍͔ͯ͘͠ •
ϓϩάϥϚɾΤϯδχΞͷධՁʹ͍ͭͯ • ͓ΘΓʹ
⚠Attention⚠ ͢Έ·ͤΜɻ จࣈ͔ͬΓͷࢿྉͰ͢ɻ
ϓϩάϥϚɾΤϯδχΞ͕ Ε͕ͪͳҙࣝ
ϓϩάϥϚɾΤϯδχΞ ʮ࡞Δࣄʯʹҙ͕ࣝߦ͖͕ͪ
ͦΕେࣄͰ͕͢ ͦΕ͕Ұ൪Ͱͳ͍Ͱ͢ɻ ࠜຊͷׂɾՁ…
ʮސ٬ͷϏδωεΛ ٕज़ͷ໘Ͱͤ͞ଓ͚Δ͜ͱʯ Ͱ͢ɻ
Requirement • ސ٬ͷϏδωεΛཧղ͢Δ • ސ٬ͷϏδωε্ͷ՝ΛΔ • ՝ͷղܾํ๏Λߟ͑Δ • ղܾํ๏Λ࣮ݱ͢Δ
Requirement • ސ٬ͷϏδωεΛཧղ͢Δ • ސ٬ͷϏδωε্ͷ՝ΛΔ • ՝ͷղܾํ๏Λߟ͑Δ • ղܾํ๏Λ࣮ݱ͢Δ ϓϩάϥϚɾΤϯδχΞ
ੵۃతʹϏδωεͷʹ ؔΘͬͯߦ͘͜ͱ͕ඞཁͰ͢ɻ
2. ։ൃମ੍ʹ͍ͭͯ
PM ্ Լ ސ٬Ϧʔμʔ … ։ൃϦʔμʔ ։ൃνʔϜ ཱ
্ Լ ސ٬Ϧʔμʔ … ։ൃνʔϜ ཱ ։ൃϦʔμʔ PM
Α͋͘Δମ੍Ͱ͢ΑͶɻ
͓٬͞Μ্͕ Ϧʔμʔ্͕ ϓϩάϥϚɾΤϯδχΞԼ Ͱͳ͍Ͱ͢!!
PM ސ٬Ϧʔμʔ ։ൃϦʔμʔ ͦͷଞ ϝϯόʔ ӡ༻ऀ
ސ٬Ϧʔμʔɺӡ༻ऀؚΊͯɺ શһ͕Ұͭͷ։ൃνʔϜɻ ͨͩʮׂ͕ҧ͏ʯ͚ͩͰ͢ɻ
3. νʔϜ͕ػೳ͢Δ݅
৺ཧత҆શੑͱ Ҿ༻: http://logmi.jp/166101
৺ཧత҆શੑͱ Ҿ༻: http://logmi.jp/166101 νʔϜͷঢ়ଶ͕ϕετɻԕྀ ͳ͘ൃݴͰ͖Δঢ়ଶͰ͢ɻ
৺ཧత҆શੑͱ Ҿ༻: http://logmi.jp/166101 ͍ΘΏΔʮ͵Δ·౬ʯͷঢ়ଶɻ ݱঢ়ҡ࣋ɾอकతͳঢ়ଶͰ ͕ͳ͘ͳΔɻ
৺ཧత҆શੑͱ Ҿ༻: http://logmi.jp/166101 νʔϜͷঢ়ଶ͕ѱ͘ɺ ͔Γେ͖͍ঢ়ଶɻ ͜Εෆ͔҆Γੜ·Ε·͢ɻ
৺ཧత҆શੑͱ Ҿ༻: http://logmi.jp/166101 ࣄʹؔ৺͢Β࣋ͯͣɺ͍ΖΜ ͳ͜ͱʹແؔ৺ͳঢ়ଶɻ͜Ε ਓ͕ࣙΊ͍ͯͬͯ͠·͍·͢ɻ
ఆظతʹࠓνʔϜ͕Ͳ͏͍͏ঢ়ଶʹ ͋Δͷ͔ɺৼΓฦΔͱྑ͍Ͱ͢ɻ
ٕज़ͷίϞσΟςΟԽͷઌ
ઌɺ͋Δษڧձʹ ࢀՃ͖ͯ͠·ͨ͠ɻ
https://ajike.connpass.com/event/67934/
͜͜Ͱग़͖ͯͨΛ ͍͔ͭ͘ϐοΫΞοϓ͠·͢ɻ
• ϓϩάϥϛϯά͕ͨΓલʹͰ͖Δੈ͕ग़ ͖͍ͯͯΔ • ΤϯδχΞ͕ΤϯδχΞϦϯά͚͍ͩͯͯ͠ ɺධՁ͞Εͳ͍͕࣌དྷ࢝Ί͍ͯΔ • ৭Μͳٕज़͕ίϞσΟςΟԽ͖͍ͯͯ͠Δ Topics
͜ͷઌ͜Μͳࣄ͕ى͖Δ Մೳੑ͕͋Γ·͢ɻ ʢ͏ى͖͍ͯΔ͔ʣ
ྫ̍
ºº༷ͷ৽نҊ݅Ͱ3VCZPO3BJMT Λ͑Δਓࡐ͕ඞཁ͕ͩ୭ʹ͢Δ͔ʜ ɾϕςϥϯ ɾRoRܦݧ͋Γ ɾ30ޙʙ40 ɾ5 ɾRoRܦݧͳ͠ ɾ30લ ɾ1ʙ2 ɾRoRͷܦݧͳ͠
ɾ20 Զͩͳ Զ͡Όͳ͍ͳ ԶΓ͍ͨ… A͞Μ B͞Μ C͞Μ
த్࠾༻Ͱ༏लͳΤϯδχΞΛ֬อ Ͱ͖͔ͨΒɺ͜ͷਓΛΞαΠϯ͢Δɻ ͑ɺԶ͡Ό ͳ͍ͷ ;ʙΜɺͦ͏͔ɻ ೦ͩɻ A͞Μ B͞Μ C͞Μ
ྫ̎
✕✕Ҋ݅Ͱʓʓͱ͍͏࠷ۙͷٕज़Λ͑Δ ਓࡐ͕ඞཁ͕ͩ୭ʹ͢Δ͔ʜ ɾϕςϥϯ ɾʓʓະܦݧ ɾ30ޙʙ40 ɾ5 ɾʓʓΒͳ͍ ɾ30લ ɾ1ʙ2 ɾʓʓಘҙ
ɾ20 ڵຯ͋Δ Զ͡Όͳ͍ͳ Զͩͳ A͞Μ B͞Μ C͞Μ
Ή͕"͞Μʹ͠Α͏ɻࠓ·Ͱͷܦݧ͔Βɺ ͙͢ʹͰ͖ΔͩΖ͏͠ɺϕςϥϯ͔ͩΒ҆৺ͩɻ ͓ɺͬͨͥʂ ;ʙΜɻ ͑!? ͳΜͰ Զ͡Όͳ͍ͷ!? A͞Μ B͞Μ C͞Μ
ٕज़ͷίϞσΟςΟԽʹΑΓʜ ϓϩάϥϚɾΤϯδχΞͱͯ͠ͷ ࣗͷՁ͕ͳ͘ͳ͍ͬͯ͘!!
ͦ͜ʹ͏ҰͭɺՁΛͳ͘͢ཁҼ͕ ۙൃୡ͖ͯ͠·ͨ͠ʜ
ͦ͏ɺAIʢਓೳʣͰ͢ɻ
ݱࡏͷ৬ۀ͕20ޙʹػձʹୣΘΕΔՄೳੑ • ϓϩάϥϚʔ: 48.1% • ιϑτΣΞΤϯδχΞ: 4.2% • ΣΠλʔ/ΣΠτϨε: 93.7%
• όʔςϯ: 76.8% • ௐཧࢣ: 96.3% • ܦཧ: 97.6% • ܦཧ෦: 6.9% Ҿ༻: http://blog.btrax.com/jp/2016/01/18/ai-skills/
ଞʹ͜Μͳࣄ݅ʜ
ࣄΛશࣗಈԽͯ͠6ؒಇ͔ͣऩ 1000ສԁΛಘ͍ͯͨϓϩάϥϚʔ͕ΫϏʹ Ҿ༻ɿ http://gigazine.net/news/20160614-programmer-forget-code/
ٕज़͕ίϞσΟςΟԽ ͢Δ͜ͱඞવɻ ͰϓϩάϥϚɾΤϯδχΞ ԿͰউෛ͢Δʁ Ͳ͜ͰࠩผԽΛ͔Δʁ
Ͳ͜Ͱ or ԿͰউෛ͢Δ͔
Java͕Ͱ͖Δ Struts2͕Ͱ͖Δ Ruby͕Ͱ͖Δ Ruby on Rails͕Ͱ͖Δ A͞Μ B͞Μ C͞Μ PHP͕Ͱ͖Δ
Laravel͕Ͱ͖Δ In the past, it is good.
͏ݴޠϥΠϒϥϦ͕͑Δ ͚ͩͰউෛͰ͖ͳ͍ɻ
Java͕Ͱ͖Δ Struts2͕Ͱ͖Δ AWSʹ͔ͳΓڧ͍ Ruby͕Ͱ͖Δ Ruby on Rails͕Ͱ͖Δ ϚωλΠζͰ͖Δ A͞Μ B͞Μ
C͞Μ PHP͕Ͱ͖Δ Laravel͕Ͱ͖Δ σβΠϯͰ͖Δ In the future - ʮMultiplayerʯ
·ͨ
৽͘͠ʓʓͱ͍͏ ϑϨʔϜϫʔΫΛ ࡞ͬͨ Ruby on Rails͚ͩ ҟৗʹڧ͍ A͞Μ B͞Μ C͞Μ
৽͘͠˚˚ͱ͍͏ ݴޠΛ࡞ͬͨ In the future - ʮSpecialistʯ
ϓϩάϥϚɾΤϯδχΞͷ ධՁʹ͍ͭͯ
ΤϯδχΞࢥ͍ͬͯΔҎ্ʹ ߴͳ͜ͱΛ͍ͯ͠·͢ɻ
͓٬͞Μͱͷ ίϛϡೋέʔγϣϯ ࡞ΔγεςϜͷ ༷ɾӡ༻ͷཧղ ϝϯόʔͱͷ ίϛϡೋέʔγϣϯ ݟੵΓɺ ΖΖͷઃܭ ϓϩάϥϛϯάɺ ςετɺϦϦʔεʜ
λεΫཧɺਐḿཧ ମௐཧɺษڧ
ຊͬͱධՁ͞Εͯྑ͍ͣ
͔͠͠ɺϓϩάϥϚɾΤϯδχΞͷ ධՁͱ͍ͯ͠ʜ
• ͦͦධՁج४͕ͳ͍͠ɺ࡞Δͷ͍͠ • ՌΛఆྔతʹධՁ͢Δ͜ͱ͕Ͱ͖ͳ͍ • ࡞ۀ͔Β࡞ۀޮΛ୯७ܭࢉ͍͍͕ͯ͠ɺͦ ΕͰೲಘͰ͖ͳ͍ • Ҋ݅ͷརӹ͔Βɺ֤ϝϯόʔͷՌͷׂ߹Λܭࢉ͠ ਏ͍ʢor
Ͱ͖ͳ͍ʣ …ͳͲͳͲ
• ͦͦධՁج४͕ͳ͍͠ɺ࡞Δͷ͍͠ • ՌΛఆྔతʹධՁ͢Δ͜ͱ͕Ͱ͖ͳ͍ • ࡞ۀ͔Β࡞ۀޮΛ୯७ܭࢉ͍͍͕ͯ͠ɺͦΕ ͰೲಘͰ͖ͳ͍ • Ҋ݅ͷརӹ͔Βɺ֤ϝϯόʔͷՌͷׂ߹Λܭࢉ͠ਏ ͍ʢor
Ͱ͖ͳ͍ʣ …ͳͲͳͲ Ұ൪େ͖ͳཧ༝͕͜Ε
ࣾͰ͍͠ͷʹ ࣾ֎ͷਓʮͦͷ··ʯͰ ͪΖΜධՁͰ͖·ͤΜɻ
None
ͳΜͰྑ͍ͷͰ Ξτϓοτ͠·͠ΐ͏ʂ
ϓϩάϥϚɾΤϯδχΞੜΈग़ͯ͠ͳΜ΅
͓ΘΓʹ
̎ͭͷ໊ݴΛհ͠·͢ɻ
ʮ ੨य़ͷࣦഊͱɺࣦഊΛڪΕͯ ઓ͠ͳ͍͜ͱͰ͋Δɻ ʯ ʮ I have not failed. I’ve
just found 10,000 ways that won’t work. ʯ
͏Ұͭɺຊͷհɻ
None
ຊͰʮձࣾʯʹϑΥʔΧε ͍ͯ͠·͕͢ɺʮٕज़ʯʹ ஔ͖͑Δ͜ͱͰ͖·͢ɻ
ࠓ͔Βߟ͑ɺΞτϓοτ͠ɺ ࣗͷࢢՁΛ ߴΊ͍͖ͯ·͠ΐ͏!!
Let’s try it !!
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ