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
Market Trends Analysis 2019/05/14
Search
あれっくす@マンハッタンコード
May 14, 2019
Research
0
70
Market Trends Analysis 2019/05/14
2019/05/14に開催したCareerUppersBoostで発表した資料です
1. 不況の話
2. 2020年以降の経済
3. 国内のIT業界動向
あれっくす@マンハッタンコード
May 14, 2019
Tweet
Share
More Decks by あれっくす@マンハッタンコード
See All by あれっくす@マンハッタンコード
チームをパワーアップさせるPMの役割
mht_alex
0
420
リモートワークとサービス開発
mht_alex
0
1.2k
炎上プロジェクトの始め方.pdf
mht_alex
2
2.4k
成功とは1%のひらめきと99%の努力
mht_alex
2
1.5k
How to start a Project
mht_alex
0
480
ManhattanCodeInc Tec Policy 2.0
mht_alex
1
75
Other Decks in Research
See All in Research
[RSJ25] Enhancing VLA Performance in Understanding and Executing Free-form Instructions via Visual Prompt-based Paraphrasing
keio_smilab
PRO
0
160
AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
satai
3
410
Vision and LanguageからのEmbodied AIとAI for Science
yushiku
PRO
1
580
A scalable, annual aboveground biomass product for monitoring carbon impacts of ecosystem restoration projects
satai
4
420
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
satai
3
300
説明可能な機械学習と数理最適化
kelicht
2
440
言語モデルの地図:確率分布と情報幾何による類似性の可視化
shimosan
8
2k
「どう育てるか」より「どう働きたいか」〜スクラムマスターの最初の一歩〜
hirakawa51
0
990
心理言語学の視点から再考する言語モデルの学習過程
chemical_tree
2
670
Stealing LUKS Keys via TPM and UUID Spoofing in 10 Minutes - BSides 2025
anykeyshik
0
150
問いを起点に、社会と共鳴する知を育む場へ
matsumoto_r
PRO
0
680
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation
satai
3
290
Featured
See All Featured
GraphQLの誤解/rethinking-graphql
sonatard
73
11k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.2k
How GitHub (no longer) Works
holman
315
140k
Mobile First: as difficult as doing things right
swwweet
225
10k
Rebuilding a faster, lazier Slack
samanthasiow
84
9.3k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
Balancing Empowerment & Direction
lara
5
730
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
48
9.8k
Build your cross-platform service in a week with App Engine
jlugia
234
18k
KATA
mclloyd
PRO
32
15k
Producing Creativity
orderedlist
PRO
348
40k
Transcript
Presented by Alex Manhattan Code Inc. Market trends analysis ܦࡁࢢ༧ଌ
1. Recession - ෆگͷ 2. TimeLine - 2020Ҏ߱ͷܦࡁ 3. MicroEconomy - ࠃͷITۀքಈ For CareerUppersBoost in Shibuya 2019/5/14
2. TimeLine - 2020Ҏ߱ͷܦࡁ ɾ2020ͬͯͲΜͳʁ ɾফඅ੫10ˋ࣌ͷ౸དྷ ɾੈք͔Βݟͨຊ ɾւ֎͔Βͷෆͳ͓खࢴ ɾຊΛࢧ͑Δ࢈ۀ ɾ·ͱΊ
1. Recession - ෆگͷ ɾෆگͱʁ ɾ͓ۚͱσβΠϯ ɾ͓ۚͷߦํ ɾෆگͷຊͷ ɾ·ͱΊ Index 3. MicroEconomy - ࠃͷITۀքಈ ɾTimely News ɾւ֎ͷITؔ࿈ਓࡐͷಈ͖ ɾࠃͷITؔ࿈ਓࡐͷಈ͖ ɾ10ޙΛݱ࣮తʹߟ͑Δ ɾ·ͱΊ
Yu Alexender Iimura CEO Manhattan Code Inc. 20063݄ʙ20083݄ɹۚ༥ձࣾͰӦۀ 20084݄ʙ20123݄ɹதݎSIerʹͯSE 20124݄ʙ20163݄ɹݸਓࣄۀओͰΤϯδχΞ
20163݄ʙݱࡏɹɹɹɹManhattanCodeInc. ઃཱ Twitter @MHTCode_Alex
1. Recession - ෆگͷ ෆگͱͲΜͳঢ়ଶͳͷ͔ΛΔ Speech program Start Speech
2. TimeLine - 2020Ҏ߱ͷܦࡁ ɾ2020ͬͯͲΜͳʁ ɾফඅ੫10ˋ࣌ͷ౸དྷ ɾੈք͔Βݟͨຊ ɾւ֎͔Βͷෆͳ͓खࢴ ɾຊΛࢧ͑Δ࢈ۀ ɾ·ͱΊ
1. Recession - ෆگͷ ɾෆگͱʁ ɾ͓ۚͱσβΠϯ ɾ͓ۚͷߦํ ɾෆگͷຊͷ ɾ·ͱΊ Index 3. MicroEconomy - ࠃͷITۀքಈ ɾTimely News ɾւ֎ͷITؔ࿈ਓࡐͷಈ͖ ɾࠃͷITؔ࿈ਓࡐͷಈ͖ ɾ10ޙΛݱ࣮తʹߟ͑Δ ɾ·ͱΊ
ಥવͰ͕͢ ෆگͬͯԿͷ͜ͱ͔ͩΘ͔Γ·͔͢ʁ
ෆگΛௐͯΈͨ ;‐͖ΐ͏ʤ‐ΩϠʥʲෆگʳ ܠؾ॥ͷҰہ໘Ͱɺܦࡁ͕ఀ͍ͯ͠Δঢ়ଶɻޏ༻ྔɾ ੜ࢈ྔͳͲͷॖখɺՁɾۚརࢠͳͲ͕͍ਫ४ Λଓ͚Δɻ㱻گɻ Ҿ༻ɿσδλϧେࣙઘ
ෆگΛௐͯΈͨ ʁ
ཁ… ͓͕ۚফ͑ͯ͠·ͬͯ ͑ͳ͍ͬͯ͜ͱͰ͢ͶɺΘ͔Γ·͢☺
ͬͯ ⚠‼
͓ۚফ͑ͳ͍ ͓ۚͷॴ༗ݖ͕Ҡಈ͢Δ͚ͩͰ ͓ۚ৯ࡐͷΑ͏ʹফඅͯ͠ফ͑ͨΓ͠ͳ͍
ෆگ ͓ۚΛ͍͍σβΠϯͷੈք Bad design of money. گ ͓ۚΛ͍қ͍σβΠϯͷੈք Good design
of money. ෆگͱ͍͏ͷ͓ۚͷσβΠϯ͕มԽͨ͠ঢ়ଶͷ͜ͱ
Facility - ઃඋ ෆศͷղফ ɾෆศ͞Λফͨ͢Ίʹݹ͍ઃඋͷߋ৽ ɺෆಈ࢈ͳͲͷݻఆࢿ࢈ͷΓ͑Λ ߦ͏ Stock - ஷۚ
ෆ҆ͷղফ ɾফඅ͕ා͘ͳΓඞཁ࠷ݶͷͷ͔͠ ങΘͳ͘ͳΔ ෆگ࣌ͷ͓ۚͷߦํ Business - اۀങऩ ࠳ંͷडೖ ɾఘΊͯ৬ͦͷͷΛख์ͯ͠͠·͏ ݱ͕ۚ͋ΔΑ͏ʹݟ͑Δ ࢿ࢈͕͋ΔΑ͏ʹݟ͑Δ ͓ۚखʹೖΔ͕తΛݟࣦ͏
ෆگͰ ඈͿΑ͏ʹചΕΔ͋Δ͠ɺ ͓ۚΛ͍࣋ͬͯΔاۀਓԿॲ͔ʹ͍Δ ྫʣंɾՈిɾύιίϯɾiPhone
ෆگͷຊͷ తΛ࣋ͨͳ͍͓͕ۚࢢͷେΛΊΔͨΊɺ اۀਓ෦తͳΛ͠ʹ͘͘ͳΔ ࣅ͍ͯΔͱͯ͠ϑΝογϣϯͱμΠΤοτ͕͋Δ
Cool ͋ͷ༸͕ண͍ͨʂ ͜ΜͳϑΝογϣϯ͕͍ͨ͠ʂ ʹର͢Δత͕͋Δ μΠΤοτΛ͠Α͏ τϨʔχϯάΛ͢Δ ৯ੜ׆Λݟͦ͏ ັྗతʹͳΔ ෦తͳݟࠐΉ͜ͱ͕Ͱ͖Δ Ugly
ଠ͓ͬͯෲग़ͪΌͬͨʂ ࣋ͬͯΔ༸Λങ͍ͦ͏ʂ ʹର͢Δత͕ͳ͍ Λങ͍͑Δ ͦΕͳΓʹྑ͍ͷങ͑അࣛʹ͞Εͳ͍ ߹ͷྑ͍ͷ͔Γ୳͢Α͏ʹͳΔ μα͍ࣗʹؾ͚ͮͳ͍ ෦తͳ͕Ͱ͖ͣਓͷ͕ؾʹͳΔ
ෆگͰஷΊ͍͓͕ͯͨۚᷓΕग़͢ͱɺܠؾަہ໘Λܴ͑گͱมΘΔ ɾ੫ۚേήʔϜ͕͋ΔͷͰ͍ͭ·Ͱ͓ۚΛஷΊ͓ͯ͘͜ͱͰ͖ͳ͍ ɾෆಈ࢈ࢿઃඋࢿʹݶք͕๚ΕΔ ɾ৬Λࣦͬͨਓ͕ͨͪԿ͔ผͷ͜ͱΛΓ࢝ΊΔ ʢͨͩ͠ɺෆگ࣌ʹతΛ์ஔͯ͠τϨʔχϯάΛαϘ͍ͬͯΔͱگ࣌ʹԿग़དྷͳ͘ͳΔʣ ෆگͱ͍͏ͷঢ়ଶͷมԽ
·ͱΊ ɾ͓ۚফ͑ͳ͍ɻෆگʹ͓ۚΛ͍͍σβΠϯͷੈք ɾෆگ࣌ʹෆ҆ෆศΛղফ͠ɺ࠳ંΛड͚ೖΕΔͨΊʹ͓ۚΘΕΔ ɾෆگͰചΕͯΔ͋Δ͠ɺ͓ۚΛ͍࣋ͬͯΔاۀਓ͍Δ ɾ͍ͭ·Ͱෆگଓ͔ͳ͍ͷͰඞͣگͷ͕࣌๚ΕΔ ෆگͷ
Step #2 2. TimeLine - 2020Ҏ߱ͷܦࡁ Ͳ͏͍͏ੈքʁ
2. TimeLine - 2020Ҏ߱ͷܦࡁ ɾ2020ͬͯͲΜͳʁ ɾফඅ੫10ˋ࣌ͷ౸དྷ ɾੈք͔Βݟͨຊ ɾւ֎͔Βͷෆͳ͓खࢴ ɾຊΛࢧ͑Δ࢈ۀ ɾ·ͱΊ
1. Recession - ෆگͷ ɾෆگͱʁ ɾ͓ۚͱσβΠϯ ɾ͓ۚͷߦํ ɾෆگͷຊͷ ɾ·ͱΊ Index 3. MicroEconomy - ࠃͷITۀքಈ ɾTimely News ɾւ֎ͷITؔ࿈ਓࡐͷಈ͖ ɾࠃͷITؔ࿈ਓࡐͷಈ͖ ɾ10ޙΛݱ࣮తʹߟ͑Δ ɾ·ͱΊ
2020Ҏ߱ͷ͓ 2020ͬͯͲΜͳͰ͠ΐ͏͔ʁ
ͲΜͳ͜ͱ͕ͬͯΔ͔ ɾ࠷ޙͷηϯλʔࢼݧ͕࣮ࢪ ɾ̑G͕༻αʔϏε։࢝ ɾ౦ژΦϦϯϐοΫ։࠵ ɾখֶߍͰϓϩάϥϛϯάڭҭ͕࢝·Δ ɾAdobe Flashͷఏڙऴྃ 2020ͬͯͲΜͳʁ
201910݄͔Βফඅ੫8%→10%ͷҾ্͖͕͛։࢝͞ΕΔ ɾ3%→5%ɺ5%→8%ͷҾ্͖͛࣌ͦΕͧΕࠃͷফඅ͕ճ෮͢Δͷ͕2΄Ͳ͔͔ͬͨ ɾ2ؒϞϊ͕ചΕͣڅྉ্͕Βͳ͍ʢ2020ΦϦϯϐοΫऴྃޙ͔Β2022·Ͱʣ ɾ3͔ΒͬͱϞϊ͕ചΕ࢝Ίɺڅྉ্͕Γ࢝ΊΔʢ2023͔Βফඅ͕ճ෮͢Δʣ ɾ4Ͱճ෮࿏ઢʹೖΔʢ2024͕Ք͗࣌ʣ ɾ5Ͱফඅ੫12%Ҿ্͖͕͛ݕ౼͞ΕͯΔ͚Ͳେৎʁʢ2025Ͱ·ͨམͪΔͱ༧ଌ͞ΕͯΔʣ ফඅ੫10%࣌ͷ౸དྷ
ຊͷ1%ະຬ ɾOECDͷൃදͩͱੈքܦࡁͷ2019ͰϐʔΫʹୡͨ͠ʢ2019ͷੈքฏۉ3.5% / ຊ1.0%ʣ ɾ20180.9%ɺ20191.0%ɺ20200.7% ɾIMFʹΑΔͱGDP20190.98ͷͩͬͨͷ͕ɺ2024ʹ0.52ʢ53ˋݮʣ ɾIMFʹΑΔͱG7Ͱ།Ұຊ͚͕ͩGDPϚΠφεʢ2016͔Β2017ʹ͔͚ͯ0.5→-0.1ʣ ɹ ੈք͔Βݟͨຊ
࣍ͷෆگ͓ͦΒ͘৽ڵࠃಉ࣌ܦࡁෆگ͕Ҿ͖ۚʁ ɾࠃࡍܾࡁۜߦBISͷ౷ܭͰτϧίλΠͳͲͷ৽ڵࠃ20Χࠃͷෛ࠴2005ͷ3ഒʢ2017࣌ʣ ɾࠃࡍ௨՟جۚIMFʹΑΔͱΞϝϦΧൃͷϦʔϚϯγϣοΫʹىҼ͓ͯۚ͠৽ڵࠃʹྲྀΕͨͱ2017ʹൃද ɾ1990ͷෆಈ࢈όϒϧຊ͕Ҿ͖͚ۚͩͬͨͲɺ1997ͷΞδΞ௨՟ةػϦʔϚϯγϣοΫւ֎ൃ ෆگ10पظ 1990ɹෆಈ࢈όϒϧ 1997ɹΞδΞ௨՟ةػ 2008ɹϦʔϚϯγϣοΫ 2018ɹʁʁʁ ւ֎͔Βͷෆͷ͓खࢴ
ඒ͍͠ը૾Λָ͓͠Έ͍ͩ͘͞ ෆگͱ͔ෆܠؾͱ͔ා͍ଓ͘ΑͶʙ ໌Δ͍χϡʔεΛ͘Ε ҉͍͏ͨ͘͞Μͩ ςϯγϣϯ͕ΨϯԼ͛ʹͳΔΑͶʙ
ࠃͰଉͯ͠Δ࢈ۀ3ͭ ɾ࠷ऴͷ࡞Εͳ͍෦࢈ۀ ɾຊޠʹΑΔඇޮͳࣄࣄ ɾ؍ޫ͕ΒΈͷαʔϏεۀ ʢิɿҩྍࢱɺαʔϏεۀ͋Δ͠ɺࣗಈं࡞ͬͯΔʣ ओཁ࢈ۀͷ3ͭશ͕ͯ࿑ಇूܕͷϏδωεʹͳ͍ͬͯΔ͜ͱඇৗʹେ͖ͳ ຊΛࢧ͑Δ࢈ۀ
͍ෆگͰࢿ͢Δ͜ͱΛαϘ͖ͬͯͨ ɾࠃ্اۀͷҟৗͳ·ͰͷROEͷ͞ʢઌਐࠃ12.4%ʹରͯ͠ຊ6.8%/աڈ10ฏۉʣ ɾݟͯ͘Εʹͩ͜Θͬͯෆಈ࢈ࢿઃඋ৽͔ͯ͜͠͠ͳ͔ͬͨͷʹചΓ·ͬͨ͘ʢ෦͔͠࡞Εͳ͍ʣ ɾܦӦऀ͕ίετΧοτͰධՁ͞Εͯ͠·͏ͷͰR&DΛ࣮ࢪ͠ͳ͍ʢ৽͕ग़ͯ͜ͳ͍ʣ ɾେखओཁϝʔΧʔطʹւ֎ਐग़ࡁΈͰࠃͰചͬͯͳ͍ͷͰࠃ͕५͏͜ͱ͕ظͰ͖ͳ͍ ෆگͰ৭Μͳͷ͕େ҆ചΓ͍ͯͨ͠ͷʹ͍ؒҾ͖ͬͯ͜ઈରʹ๚ΕΔگʹ ର͢Δ४උͯ͜͠ͳ͔ͬͨπέ͕ճ͖ͬͯͯΔ Ͳ͏ͯ͜͠͏ͳͬͨ
͓ۚͱ࣌ؒΛͬͯࢿΛ͠Α͏ ɾ͓ۚͷՔ͗ํͱ͍ํΛษڧΛ͢ΔʢܳΛॿ͚ͯ͘ΕΔ͕ɺ๛͔ʹͯ͘͠Εͳ͍ʣ ɾγεςϜαʔϏεɺΞϓϦέʔγϣϯΛ͡ΌΜ͡ΌΜ։ൃͯ͢͠Δ͜ͱΛษڧ͢Δ ɾจΛಡΉɺॻ͘ͳͲݚڀ͢Δ͜ͱΛΕͳ͍ ɾӳޠ͔தࠃޠΛʹ͚ͭͯͲΜͳॴͰੜ͖͍͚ͯΔྗΛ࡞Δ ɾ࣍ͷگ࣌ͷͨΊʹചΕΔͷʹ৮ΕΑ͏ ෆگ͕๚Εͯফඅऀͷങ͍߇͕͑ൃੜ͢Δ͕ɺ͓ۚফ͑ͳ͍ͷͰ༨Δ ͓ۚͷ͍ํΛΒͳ͍ͷͰࢢʹग़ճΒͳ͍ͷ͕࣍ͷෆگ ָ؍తදݱΛ͢Δͱʮෆگޙʹόϒϧ͕ൃੜ͍͢͠ঢ়ଶʯʹͳ͍ͬͯΔͱݴ͑Δ ͜Ε͔ΒͲ͏͢Ε͍͍ͷ͔
·ͱΊ ɾফඅ͕མͪࠐΜͰෆܠؾײόϦόϦͰऔΓͨ͢Ίͷಈ͖͕5͘Β͍ଓ͘ ɾ࿅श͠ͳ͍ࣦ͠ഊ͠ͳ͍ͷͰ͠ͳ͍ࠃܦࡁͱࢢ ɾڪΒ࣍͘ͷෆگ৽ڵࠃൃ৴ͰϦʔϚϯͱಉ͡Α͏ʹੈքಉ࣌ෆگ ɾඈ༂ͷͨΊͷࢿΛ࿅श͠Α͏ ɾෆگඞͣگʹͳΔͷͰ४උΛ͢Δͷ͕ࠓޙ5Ͱͦͷ࣍ඈ༂͢Δ5 2020Ҏ߱ͷܦࡁ
Finish Speech 3. MicroEconomy - ࠃͷITۀքಈ Ͳ͏͓ͬͯࣄ͍͔ͯ͘͠ʁ
2. TimeLine - 2020Ҏ߱ͷܦࡁ ɾ2020ͬͯͲΜͳʁ ɾফඅ੫10ˋ࣌ͷ౸དྷ ɾੈք͔Βݟͨຊ ɾւ֎͔Βͷෆͳ͓खࢴ ɾຊΛࢧ͑Δ࢈ۀ ɾ·ͱΊ
1. Recession - ෆگͷ ɾෆگͱʁ ɾ͓ۚͱσβΠϯ ɾ͓ۚͷߦํ ɾෆگͷຊͷ ɾ·ͱΊ Index 3. MicroEconomy - ࠃͷITۀքಈ ɾTimely News ɾւ֎ͷITؔ࿈ਓࡐͷಈ͖ ɾࠃͷITؔ࿈ਓࡐͷಈ͖ ɾ10ޙΛݱ࣮తʹߟ͑Δ ɾ·ͱΊ
20194݄23ʹൃද͞Εͨܦ࢈লͷITਓࡐधڅʹؔ͢Δௐࠪ ɾैདྷܕITਓࡐͱઌܕITਓࡐͷधཁʹҧ͍͕͋Δ ɾ2030ʹैདྷܕITਓࡐ6ʙ33ສਓෆ͔ɺ10ʙ32ສਓ༨ ɾ2030ʹઌܕITਓࡐ11ʙ54ສਓෆ͔ɺ3ສਓ༨ Timely News ಉ͜͡ͱݴͬͯͯෆ͢ΔͬͯΘ͔͚ͬͯͨͲɺ༨ͬͯʁ
ैདྷܕITਓࡐɹCIT ɾैདྷ͔ΒͷITधཁʹରԠ͢ΔITਓࡐ ଟ… ɾExcel৬ਓ ɾిࢠσʔλΛҹ͢Δਓ ɾطʹ͋ΔύοέʔδΛӡ༻͢Δਓ ઌܕITਓࡐɹBIT ɾBIɺAI͕Ͱ͖Δਓ ɾIoTϏδωεΛग़Ͱ͖Δਓ ɾϞόΠϧΞϓϦέʔγϣϯ։ൃ͢Δਓ
ͦ͏͍͑…લ͔Β… ɾΦοΫεϑΥʔυେֶ͕AI͕ࣄΛୣͬͯ10ޙʹͳ͘ͳΔࣄ͍ͬͯ͏จͰϓϩάϥϚʔͳ͘ͳΔͱॻ͍ͨ ɾMicrosoft͕ࣾਪਐ͢ΔDevOpsOpsͷۀͷଟ͘ΛDev͕औΓѻ͑ΔΑ͏ʹͳͬͨମ੍ ɾಉMSࣾͷΞδϟΠϧίϯαϧ͕ʮΥʔλʔϑΥʔϧԿͷϝϦοτͳ͍ʯͱҰऽ ɾ2025·ͰʹੈքͰ1ԯਓҎ্ͷϗϫΠτΧϥʔ͕RPAʹஔ͖͑ΒΕΔ༧ଌ͕ൃද͞Ε͍ͯΔ ւ֎ͷITؔ࿈ਓࡐͷಈ͖ ͔ͳΓ…ٕज़ମ੍Ͱ͓ࣄ͕ͳ͘ͳΔΑ͏Ͱ͢…͞Μ☺
نײΛ͔ͭΉͨΊʹܭࢉͯ͠Έͨ 2018ͷ։ൃɺӡ༻ϕϯμʔاۀͰͷITैࣄऀɹʹɹ66.7ສਓ 2018ͷBITʢઌܕITਓࡐʣͷਓɹʹɹ9.7ສਓ 2018ͷCITʢैདྷܕITਓࡐʣͷਓɹʹɹ57ສਓʢ66.7 - 9.7ʣ 2030ʹࣦۀ͢ΔՄೳੑɹ༨10ʙ32ສਓ / 57ສਓɹʹɹ17.5ʙ56.1% 10ޙΛݱ࣮తʹߟ͑Δ
10ޙʹ࠷େͰ2ਓʹ1ਓࣄࣦ͏ͬͯϚδ͔Α⁉⁉⁉⁉⁉⁉ ࠷Ͱ4ਓʹ1ਓ͔…
͑ʔͱ… ɾ2018Ͱٳഇۀͨ͠اۀͷैۀһ13.3ສਓ ɾ౦ࣳ7000ਓɺNEC10,000ਓɺ࢜௨2,170ΛϦετϥ ɾ࢜௨5000ਓɺιϑτόϯΫࣾһͷׂ̐Λஔస ɾࠃͷήʔϜձࣾϦετϥ͠͡ΊͨʢDiscordGoogleͷήʔϜϓϥοτϑΥʔϜ͕Γ͔ΘΔʁʣ ࠃͷITؔ࿈ਓࡐͷಈ͖ ࠓճͷϦετϥͷରओʹόϒϧੈͱ͔ஂմδϡχΞੈͷૣظୀ৬Β͍͚͠Ͳɺ ਓΓͳ͍ͬͯݴͬͯͳ͔ͬͨʁ ਓࡐෆʮاۀʹͱͬͯඞཁͳਓ͕͍ͳ͍ঢ়ଶʯΛࢦ͢Α͏ʹͳͬͨ
·ͱΊ ɾෆ͍ͯ͠ΔͱࢥͬͯͨITਓࡐ͕2030ʹ༨ʹճΔՄೳੑ͕ग़͖ͯͨ ɾઌܕITਓࡐ͡Όͳ͍ͱੜ͖Εͳ͍ͬΆ͍ ɾւ֎ͲΜͲΜਓతӡ༻ΛݮΒ͍ͯ͠Δ ɾࠃͷTecاۀ͕ঃʑʹਓΛݮΒ࢝͠Ί͍ͯΔ ɾ2030ʹ2ʙ4ਓʹ1ਓ͕ࣄΛࣦ͏ ɾਓࡐෆʮاۀʹͱͬͯՁͷ͋Δਓࡐ͕ෆ͍ͯ͠Δʯͱ͍͏ҙຯʹͳͬͨ ࠃͷITۀքಈ
Thank you.