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Source: Business models for sustainable research data repositories, OECD (2017) 4
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คณะรัฐมนตรี
สภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ
ส านักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ (สอวช.)
คณะกรรมการส่งเสริมวิทยาศาสตร์ วิจัยและนวัตกรรม (กสว.)
คณะกรรมการการอุดมศึกษา (กกอ.)
ม. ที่เป็นส่วนราชการ
ม. ในก ากับหน่วยงานด าเนินการหน่วยงานในกระทรวงอื่น
ส านักงานส่งเสริมวิทยาศาสตร์ วิจัยและนวัตกรรม (สกสว.)
คณะกรรมการมาตรฐานการอุดมศึกษา (กมอ)
ส านักงานปลัดกระทรวง (กองเลขานุการ)
กองทุนส่งเสริมวิทยาศาสตร์ วิจัย
และนวัตกรรมภาคเอกชน/ชุมชน
หน่วยงานให้ทุน
ม. เอกชน
สภา ม. แต่ละแห่ง
7
สภาพฒัฯ
สศช.
หน่วยงานนโยบายชาติด้านการศึกษา และด้านอื่น ๆ
xxxxx
Flexible Process,Good Governance,
Culture of Trust
งบพัฒนาความเป็นเลิศ (งบลงทุนพิเศษ)
9
GERD/GDP(%)
Patents in force per
100,000 habitants
STEM Degrees
2560 2565 2580
1%
3
35%
1.5%
5
36%
2570
2%
20
40%
3%
100
50%
ท่ีมา: ประมาณการเป้าหมายโดย สอวช.3
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12
13
14
15
16
18
DigitalProjected Talent Demand2019 – 2023
Page 19 | IRIS Consulting
Critical Positions & Required Functional Competency Critical Positions
Fu
nctio
na
l C
om
pe
ten
cy
Common
RequiredTop Talent Demand
Data
Scie
ntist
Fu
ll-S
tack D
evelo
per
Fu
ll S
tack W
eb D
evelo
pers
Fro
nt-
end D
evelo
per
Mobile
Develo
per
Art
ist
Dig
ital M
ark
etin
g
Ap
plic
atio
ns D
eve
lop
er
Soft
ware
Qualit
y
Assura
nce E
ngin
eer
Pro
ject M
anager
Anim
ato
r
Editor
Sound D
esig
n
Gra
phic
Desig
ner
Security
Engin
eer
Data
Engin
eer
Data
Cente
r E
ngin
eer
Em
bedded S
yste
ms
Engin
eer
Clo
ud E
ngin
eer
Infr
astr
uctu
re E
ngin
eer
Infr
astr
uctu
re A
rchitect
Security
Arc
hitect
Modele
r
9 Security architecture X X X X X X X X X
7 Network configuration X X x X X X X
7 Security assessments X X X X X X X
7 Security configuration X X X X X x X
6 Data visualization & Data Engineering X X X X X X
6 Disaster recovery management X X X X X X
6 Infrastructure deployment X X X X X X
5 Dynamic animation X X X X X
5 Motion graphic X X X X X
4 Analytics and computational modelling X X X X
4 Infrastructure design X X X X
4 Vulnerability testing X X X X
4 Music, sound effect, voice over X X X X
6,473
5,934
5,485
3,778
2,700
1,3401,100
770 770 670 670 670 670 670 615465 465
240 240 240 240 24060
Pro
jecte
d T
ale
nt D
em
and, 2019-2
023 H
ea
dco
un
t
19
Page 20 | IRIS Consulting
Critical Positions & Required Functional Competency Critical PositionsF
unctio
nal C
om
pete
ncy
Common
RequiredTop Talent Demand
Data
Scie
ntist
Fu
ll-S
tack D
evelo
per
Fu
ll S
tack W
eb D
evelo
pers
Fro
nt-
end D
evelo
per
Mobile
Develo
per
Art
ist
Dig
ital M
ark
etin
g
Applic
atio
ns D
evelo
per
Soft
ware
Qualit
y
Assura
nce E
ngin
eer
Pro
ject M
anager
Anim
ato
r
Editor
Sound D
esig
n
Gra
phic
Desig
ner
Security
Engin
eer
Data
Engin
eer
Data
Cente
r E
ngin
eer
Em
bedded S
yste
ms
Engin
eer
Clo
ud E
ngin
eer
Infr
astr
uctu
re E
ngin
eer
Infr
astr
uctu
re A
rchitect
Security
Arc
hitect
Modele
r
3 Application Development X X X
3 Cyber incident management X X X
3 Data design X X X
3 Data engineering X X X
3 Data migration X X X
3 Character setup X X X
2 Applications integration X X
2 Network administration and maintenance X X
2 UX/UI Design X X
2 Lay out X X
2 Lighting X X
1 Agile Software Development X
1 Content Management System X
1 Software design X
1 Software testing X
1 System integration X
1 Web Development X
1 Art direction development X
1 Conceptual design development X
1 Project management and development X 20
Page 21 | IRIS Consulting
Industrial
RoboticsProjected Talent Demand2019 – 2023
Critical Positions & Required Functional Competency Critical Positions
Fu
nctio
na
l C
om
pe
ten
cy
Common
RequiredTop Talent Demand Data Scientist
Robotic
Controls
Engineer
Mechanical
Engineer
Software
Integration
Engineer
Electrical
Engineer
Computer
Engineer
Robotics
Maintenance
Technician
Robotics
Technician
Robotics
application
designer
Robotics
Designer
Robotics sales
and proposal
engineer
Material
Procurement
9 Robot Programming & Programming Pendant X X X X X X X X X
8 Robot Troubleshooting X X X X X X X X
7 Embedded Systems X X X X X X X
7 Servo Motor Controller X X X X X X X
7 Digital Signal Processing X X X X X X X
7 Hydraulics and Pneumatics X X X X X X X
7 Robotics Maintenance and Installation X X X X X X X
7 Sensor Technology X X X X X X X
6 Error Compensation X X X X X X
6 Mobile and Wireless Communication X X X X X X
5 SCADA System X X X X X
5 Robotics Material Procurement X X X X X
4 Distributed Control Systems (DCS) X X X X
4 Robotics Design X X X X
1 Robotics simulation, VR, AR X
1 CAD, CAM software X
3,450
2,391 2,381
1,696
1,427
885
179 15377 75 72 30
Pro
jecte
d T
ale
nt D
em
and, 2019-2
023 H
ea
dco
un
t
21
Aviation &
LogisticsProjected Talent Demand2019 – 2023
Page 22 | IRIS Consulting
Critical Positions & Required Functional Competency Critical Positions
Fu
nctio
na
l C
om
pe
ten
cy
Common
RequiredTop Talent Demand
Gro
und S
erv
ices O
ffic
er
Wa
reh
ouse
Off
icer/
Invento
ry C
ontr
olle
r
Pro
ject E
ngin
eer
Logis
tics D
ata
Specia
list
/Data
Analy
st
Pilo
t
Avia
tio
n/A
ircra
ft
Main
tenance T
echnic
ian
Cabin
Cre
w
Air C
arg
o O
ffic
er
Lic
en
se
d A
ircra
ft
Main
tenance E
ngin
eer
Lo
gis
tics S
olu
tio
ns
Specia
list /
Engin
eer
Bro
kera
ge S
uperv
isor
/Fre
ight
Superv
isor
Genera
l W
ork
er/
Opera
tor
Flig
ht In
str
ucto
r
Manufa
ctu
rin
g E
ngin
eer
/Pro
ductio
n E
ngin
eer
Air C
arg
o E
xecutive
Flig
ht O
pera
tio
ns/F
light
Dis
pa
ch
er
Off
icer
Engin
eer
Qualit
y E
ngin
eer
ND
T (
Non D
estr
uctive
Te
ste
r) C
hecker
Health,
Safe
ty a
nd
Environm
enta
l O
ffic
er
8 Accident and Incident Response Mgnt X X X X X X X X
8 Aircraft Emergency Management X X X X X X X X
8 Aircraft Manual Handling X X X X X X X X
7 Aerospace Maintenance Practices X X X X X X X
6 E-Logistics IT Solutioning X X X X X X
6 Aircraft Turnaround Coordination X X X X X X
5 Aircraft Take-Off Operations X X X X X
5 Airline Representation & Station Mgnt X X X X X
5 Machining Process Plan Development X X X X X
5 Aircraft Aerodynamics, Structures, Systems X X X X X
5 Select Aerospace Materials and Hardware X X X X X
5 Supply Chain Solution/Model/Plan/Strategy X X X X X
5 Time Sensitive Cargo Delivery Management X X X X X
5 Warehouse Automation Application X X X X X
8,035
3,980
2,3922,028 2,025 1,911 1,900
1385 13341057 920 768
600385 295 210 205 165 85 55
Pro
jecte
d T
ale
nt D
em
and, 2019-2
023 H
ea
dco
un
t
22
Page 23 | IRIS Consulting
Critical Positions & Required Functional Competency Critical PositionsF
un
ctio
nal C
om
pe
ten
cy
Common
RequiredTop Talent Demand
Gro
un
d S
erv
ices
Off
ice
r
Wa
reho
use
Off
ice
r/In
ve
nto
ry
Co
ntr
olle
r
Pro
ject E
ng
ine
er
Lo
gis
tics D
ata
Sp
ecia
list /D
ata
An
aly
st
Pilo
t
Avia
tion/A
ircra
ft
Ma
inte
nan
ce
Te
ch
nic
ian
Ca
bin
Cre
w
Air C
arg
o O
ffic
er
Lic
en
se
d A
ircra
ft
Ma
inte
nan
ce
En
gin
eer
Lo
gis
tics S
olu
tio
ns
Sp
ecia
list /
En
gin
ee
r
Bro
ke
rage
Su
pe
rvis
or
/Fre
igh
t
Su
pe
rvis
or
Genera
l
Wo
rker/
Opera
tor
Flig
ht In
str
ucto
r
Ma
nu
factu
ring
En
gin
eer
/Pro
du
ction
En
gin
eer
Air C
arg
o E
xe
cu
tive
Flig
ht
Op
era
tio
ns/F
light
Dis
pa
cher
Off
ice
r
En
gin
eer
Qualit
y E
ngin
eer
ND
T (
No
n
De
str
uctive T
este
r)
Ch
ecker
He
alth
, S
afe
ty a
nd
En
vironm
enta
l
Off
ice
r
4 Behavioral Analysis & Predictive Screening X X X X
4 Cabin Safety Management X X X X
4 Data and Statistical Analytics X X X X
4 Engineering Optics and Optical Metrology X X X X
4 Maintain Aircraft Navigation and Auto Flight X X X X
4 Maintain Airframe Systems X X X X
4 Transportation Hub/Control Center Admin X X X X
3 Assembly of Mechanical Machines x X X
3 Autonomous Logistics Design & Application X X X
3 Cargo Load Planning X X X
3 Cloud Computing Application X X X
3 Computer-integrated Manufacturing x X x
3 Dangerous Goods (DG) Management X X X
3 Design Tool, Jigs, Fixtures for Adv Manu X X X
3 Flight Disruptions and Irregular Operations X X X
3 Maintain Aircraft Communication Systems X X X
3 Maintain Aircraft Fuel and Engine Systems X X X
3 Maintain Airframe Electrical Systems X X X
3 Maintain Sheet Metal Structures X X X
3 Order Fulfilment Administration X X X
3 Pre-Flight Preparation X X X
3 Pricing for Cargo Services and Operations X X X
3 Radiographic Inspections X X X
3 Ultrasonic Inspections X X X
3 Warehouse Facility Security Control X X X
2 Aircraft Landing Operations X X
2 Cargo Security Control X X
2 Cargo Tracking System Administration X X
2 Cargo Transit and Transshipments Mgnt X X
2 Eddy Current Inspections X X
2 Electrical Terminations and Connections X X
2 Import and Export Documentation Admin X X
2 Inclement Weather Operations and Planning X X
2 Liquid Penetrant Inspections X X
2 Magnetic Particle Inspections X X
2 Maintain Aircraft Cabin Equipment X X
2 Post-Landing Operations X X
2 Principles of Electrical Fundamentals X X
2 Principles of Gas Turbine Engine X X
2 Solid Model and Drafting for Machine Parts X X
2 Transportation Route & Schedule Planning X X
2 Warehous Layout Design X X
1 Air Cargo Operations Management X
1 Cargo Receipt and Inspection X
1 Cold Chain Operations Administration X
1 Manage Advanced Tool-room Machining X
1 Unit Load Devices Management X
1 Warehouse Inventory Control/Audit X
1 Warehouse Management System (WMS) X23
Medical HubsProjected Talent Demand2019 – 2023
Page 24 | IRIS Consulting
Critical Positions & Required Functional Competency Critical Positions
Fu
nctio
nal C
om
pete
ncy
Common
RequiredTop Talent Demand
Scie
ntist
(Chem
ist)
Scie
ntist
(Bio
logis
t)
Clin
ical
Investig
ato
r
Pharm
acis
t
Bio
pro
cess
En
gin
ee
rs a
nd
Te
chnic
ians
QA
and Q
C
Directo
r
Pro
ductio
n
En
gin
ee
r/B
io-
technolo
gis
t
Clin
ical
Researc
h
Monitor
Vete
rin
aria
n
Analy
tical
Chem
ist
Clin
ical
Te
chnolo
gis
t
Bio
medic
al
Engin
eer
pro
gra
mm
er
Bio
sta
ticia
n
Industr
ial
Mic
rob
iolo
gis
t
Fo
rmula
tio
n
Scie
ntist
Non-C
linic
al
Scie
ntist
6 Good manufacturing practices implementation X X X X X X
5 Pharmacovigilance integration X X X X X
5 Biorisk management X X X X X
5 Chromatography equipment operation X X X X X
4 Ultra-Performance Liquid Technology X X X X
3 Cell culture X X X
3 Biological product introduction X X X
1 Chemical risk management X
1 Biological product introduction X
1 Production Planning X
1 Production Improvement X
1 Sterilization techniques and their validation X
1 Microbiology and bioburden monitoring X
1 Biocompatibility and its evaluation X
1 Clinical evaluation of medical devices X
1 Cleanroom processing X
1 Packaging technologies X
1 Welding techniques x
1 Sensor medical technology X
1 Medical device programming X
5,730
3,440
1,710 1,6801,539
1,372
1,030855 855 840
380 310 24043 43 43 43
Pro
jecte
d T
ale
nt D
em
and, 2019-2
023 H
ea
dco
un
t
24
Page 25 | IRIS Consulting
Bioenergy &
BiochemicalsProjected Talent Demand2019 – 2023
Critical Positions & Required Functional Competency Critical Positions
Fu
nctio
nal C
om
pete
ncy
Common
RequiredTop Talent Demand Biologist
Mechanical
engineer
Agricultural
Specialist
Mechanic
TechnicianBiochemist
Chemical/Biolog
ical Engineer
Electrical
Technician
Plastics
Engineer
Genetic
Engineers and
Scientists
Molecular
Biologist
Electrical
Engineer
7 Downstream Processing X X X X X X X
6 Bioinformatic X X X X X X
6 Bio-Safety X X X X X X
6 Genetic Modification X X X X X X
5 Marker Assisted Breeding X X X X X
4 Upstream Processing X X X X
3 Biomass Gasification X X X
3 Electrical Installation and Maintenance X X X
3 Enzyme Technology X X X
3 High Throughput Screening X X X
3 Machine Control X X X
3 Mechanical Engineering Design X X X
2 Synthetic Biology X X
2 Molecular biology X X
1 Anaerobic Digestion X
1 Direct Combustion X
2,860
1,550
1,230 1,230
801 745
495365
250 250
60P
roje
cte
d T
ale
nt D
em
and, 2019-2
023 H
ea
dco
un
t
25
26
System Integrators (SIs) Design and Build Systems
Mass Production
•
•
•
•
•
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28
29
30
31
7.1 ทุนสถาบันพระบรมราชชนก
32
จ านวนผู้เข้าศึกษาใหม่ และผู้ส าเร็จการศึกษา ปีการศึกษา 2560จ าแนกสายวิทยาศาสตร์และเทคโนโลยี และสายสังคมศาสตร์และมนุษยศาสตร์
ท่ีมา : 1. ส านักงานคณะกรรมการการอุดมศึกษา 2. ส านักงานเลขาธิการสภาการศึกษา 3. ส านักงานคณะกรรมการการอาชีวศึกษา
จ านวนผู้เข้าศึกษาใหม่ จ านวนผู้ส าเร็จการศึกษา
354,603 295,669 283,185
334,149 333,317 316,957
529,652
432,089 448,300
500,779
435,417 418,625
-
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
2554 2555 2556 2558 2559 2560
จ ำนวน : คน
735,582
279,018 265,352 237,714 251,159
190,329 195,580
299,409 289,558
281,755 293,787
231,120
283,840
2553 2554 2555 2557 2558 2559
สายสงัคม
สายวทิย ์
479,420
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UniversityTransformation
