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Interna'onal	
  Technology	
  Adop'on	
  
&	
  Workforce	
  Issues	
  Study	
  
Summary	
  for	
  Brazil	
  
About	
  this	
  Research	
  
CompTIA’s	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  was	
  conducted	
  to	
  collect	
  and	
  share	
  informa'on	
  on	
  technology	
  adop'on	
  and	
  
workforce	
  trends	
  across	
  several	
  countries.	
  The	
  objec'ves	
  of	
  this	
  research	
  include:	
  
	
  	
  
•  Explore	
  business	
  and	
  informa'on	
  technology	
  (IT)	
  priori'es	
  among	
  organiza'ons	
  
•  Examine	
  the	
  usage	
  of	
  key	
  technologies/solu'ons	
  and	
  IT	
  services	
  such	
  as	
  security	
  and	
  cloud	
  compu'ng	
  
•  Iden'fy	
  which	
  IT	
  skills	
  are	
  most	
  important	
  to	
  employers	
  and	
  if	
  there	
  are	
  any	
  skills	
  gap	
  issues	
  or	
  staffing	
  concerns	
  
•  Evaluate	
  professional	
  development	
  prac'ces	
  such	
  as	
  training	
  and	
  cer'fica'on	
  
	
  	
  	
  
The	
  data	
  for	
  this	
  study	
  was	
  collected	
  via	
  a	
  quan'ta've	
  online	
  survey	
  conducted	
  February	
  22	
  to	
  March	
  23,	
  2013	
  among	
  1,256	
  IT	
  and	
  business	
  execu'ves	
  
directly	
  involved	
  in	
  seXng	
  or	
  execu'ng	
  informa'on	
  technology	
  policies	
  and	
  processes	
  within	
  their	
  organiza'ons.	
  The	
  10	
  countries	
  covered	
  in	
  this	
  study	
  
include:	
  	
  
Brazil	
  (n=125);	
  Canada	
  (n=125);	
  France	
  (n=125);	
  Germany	
  (n=131);	
  Japan	
  (n=125);	
  India	
  (n=125);	
  Mexico	
  (n=125);	
  Middle	
  East	
  Subset	
  (Oman,	
  Saudi	
  
Arabia,	
  United	
  Arab	
  Emirates)	
  (n=125);	
  Thailand	
  (n=125);	
  United	
  Kingdom	
  (n=125)	
  
	
  
Surveys	
  were	
  localized	
  and	
  translated	
  to	
  allow	
  respondents	
  to	
  par'cipate	
  in	
  their	
  na've	
  language.	
  Addi'onally,	
  precau'ons	
  were	
  taken	
  to	
  minimize	
  
misinterpreta'ons	
  of	
  ques'ons.	
  However,	
  research	
  has	
  shown,	
  cultural	
  differences	
  exist	
  and	
  can	
  affect	
  responses	
  to	
  certain	
  ques'on	
  types,	
  such	
  as	
  5-­‐
point	
  sa'sfac'on	
  ra'ng	
  ques'ons.	
  Viewers	
  of	
  this	
  report	
  should	
  keep	
  that	
  in	
  mind	
  when	
  comparing	
  results	
  across	
  countries.	
  	
  
	
  
The	
  margin	
  of	
  sampling	
  error	
  at	
  95%	
  confidence	
  for	
  aggregate	
  results	
  is	
  +/-­‐	
  2.8	
  percentage	
  points.	
  Sampling	
  error	
  is	
  larger	
  for	
  subgroups	
  of	
  the	
  data,	
  
such	
  as	
  individual	
  countries	
  where	
  it	
  is	
  +/-­‐	
  8.9	
  percentage	
  points.	
  As	
  with	
  any	
  survey,	
  sampling	
  error	
  is	
  only	
  one	
  source	
  of	
  possible	
  error.	
  While	
  non-­‐
sampling	
  error	
  cannot	
  be	
  accurately	
  calculated,	
  precau'onary	
  steps	
  were	
  taken	
  in	
  all	
  phases	
  of	
  the	
  survey	
  design,	
  collec'on	
  and	
  processing	
  of	
  the	
  data	
  
to	
  minimize	
  its	
  influence.	
  Note:	
  because	
  data	
  collec'on	
  occurred	
  via	
  an	
  online	
  survey,	
  in	
  countries	
  where	
  Internet	
  penetra'on	
  is	
  lower	
  among	
  
businesses,	
  the	
  non-­‐sampling	
  error	
  could	
  be	
  higher.	
  
	
  	
  
CompTIA	
  is	
  responsible	
  for	
  all	
  content	
  contained	
  in	
  this	
  series.	
  Any	
  ques'ons	
  regarding	
  the	
  study	
  should	
  be	
  directed	
  to	
  CompTIA	
  Market	
  Research	
  staff	
  
at	
  research@comp'a.org.	
  	
  
	
  	
  
CompTIA	
  is	
  a	
  member	
  of	
  the	
  Marke'ng	
  Research	
  Associa'on	
  (MRA)	
  and	
  adheres	
  to	
  the	
  MRA’s	
  Code	
  of	
  Market	
  Research	
  Ethics	
  and	
  Standards.	
  
	
  
Key	
  IT	
  Priori+es	
  for	
  Brazilian	
  Businesses:	
  
1.  IT	
  security	
  
2.  Data	
  storage/back-­‐up	
  
3.  Network	
  infrastructure	
  
4.  Upda'ng	
  aging	
  computers/somware	
  	
  
5.  Automa'ng	
  business	
  processes	
  through	
  technology	
  
Key	
  Summary	
  Points:	
  Brazil	
  
Key	
  Stats	
  for	
  Brazil
$12,000	
   GDP	
  per	
  capita	
  (PPP)	
  |	
  world	
  rank:	
  103rd	
  	
  
3.02%	
   GDP	
  growth	
  forecast	
  for	
  2013	
  
85%	
  
%	
  of	
  Brazilian	
  execu'ves	
  expec'ng	
  2013	
  business	
  
condi'ons	
  to	
  be	
  beqer	
  than	
  2012	
  
107.1m	
   Total	
  workforce	
  
71%	
   %	
  of	
  workforce	
  employed	
  in	
  the	
  services	
  sector	
  
0.759m	
  	
   Es'mate	
  of	
  IT	
  workforce*	
  in	
  core	
  IT	
  occupa'ons	
  
49%	
  
%	
  of	
  Brazilian	
  execu'ves	
  expec'ng	
  to	
  increase	
  IT	
  
staff	
  headcount	
  at	
  their	
  business	
  in	
  2013	
  
75.98m	
   Internet	
  users	
  |	
  world	
  rank:	
  4th	
  	
  
244.36m	
   Mobile	
  phone	
  users	
  |	
  world	
  rank:	
  5th	
  	
  
84%	
  
NET	
  %	
  of	
  Brazilian	
  execu'ves	
  indica'ng	
  IT	
  is	
  
important	
  to	
  the	
  success	
  of	
  their	
  business	
  	
  
7.2%	
   Planned	
  increase	
  in	
  IT	
  spending	
  in	
  2013	
  (YOY)	
  
Key	
  Strategic	
  Priori+es	
  for	
  Brazilian	
  Businesses:	
  
1.  Improve	
  staff	
  produc'vity	
  /	
  capabili'es	
  
2.  Reach	
  new	
  customers	
  
3.  Reduce	
  costs	
  /	
  overhead	
  
Cybersecurity:	
  
88%	
  of	
  Brazilian	
  execu'ves	
  believe	
  the	
  cybersecurity	
  threat	
  is	
  in	
  
increasing.	
  Addi'onally,	
  65%	
  of	
  Brazilian	
  execu'ves	
  believe	
  human	
  
error	
  is	
  a	
  growing	
  factor	
  in	
  security	
  security	
  incidents:	
  Top	
  human	
  error	
  
related	
  factors	
  include:	
  
1.  Failure	
  of	
  end-­‐users	
  to	
  follow	
  security	
  procedures	
  and	
  policies	
  
2.  General	
  negligence	
  /	
  carelessness	
  towards	
  security	
  
IT	
  Skills	
  Gaps:	
  
86%	
  of	
  Brazilian	
  execu'ves	
  indicate	
  at	
  least	
  some	
  degree	
  of	
  gaps	
  in	
  IT	
  
skills	
  at	
  their	
  business	
  exists.	
  For	
  44%,	
  the	
  reported	
  skills	
  gaps	
  are	
  
small,	
  while	
  for	
  42%	
  the	
  gaps	
  are	
  more	
  extensive.	
  Top	
  nega've	
  effects	
  
of	
  IT	
  skills	
  gaps	
  at	
  Brazilian	
  businesses:	
  	
  
1.  Lower	
  staff	
  produc'vity	
  
2.  Less	
  than	
  ideal	
  customer	
  service	
  and/or	
  engagement	
  
IT	
  Training	
  and	
  Cer+fica+on:	
  
93%	
  of	
  IT	
  staff	
  at	
  Brazilian	
  businesses	
  engaged	
  in	
  some	
  type	
  of	
  IT	
  
training	
  during	
  the	
  past	
  12	
  months.	
  
1.  87%	
  of	
  Brazilian	
  execu'ves	
  believe	
  IT	
  cer'fica'ons	
  will	
  increase	
  in	
  
importance	
  over	
  the	
  next	
  two	
  years	
  
2.  76%	
  of	
  Brazilian	
  execu'ves	
  agree	
  (NET)	
  that	
  staff	
  holding	
  IT	
  
cer'fica'ons	
  are	
  more	
  valuable	
  to	
  the	
  organiza'on	
  
Sources	
  used	
  for	
  above	
  stats:	
  CompTIA,	
  IMF,	
  CIA	
  World	
  Factbook,	
  IDC	
  	
  
*See	
  appendix	
  for	
  defini'on	
  of	
  core	
  IT	
  occupa'ons	
  
Detailed	
  Findings:	
  Business	
  
and	
  Technology	
  Issues	
  
Strategic	
  Priori'es	
  Include	
  Strong	
  Tech	
  Component	
  
Base:	
  1,244	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
20%	
  
76%	
  
12%	
  
85%	
  
Overall	
  
Brazil	
  
Top	
  Strategic	
  Priori+es	
  Among	
  
Brazilian	
  Businesses	
  for	
  2013	
  
NET	
  
Unimportant	
  
NET	
  
Important	
  
Neutral	
  
1.  Improve	
  staff	
  produc'vity	
  /	
  capabili'es	
  
2.  Reduce	
  costs	
  /	
  overhead	
  
3.  Reach	
  new	
  customers	
  
4.  Innovate	
  more	
  effec'vely	
  
5.  Further	
  leverage	
  technology	
  to	
  improve	
  
business	
  opera'ons	
  
85%	
  of	
  Brazilian	
  execu'ves	
  in	
  this	
  CompTIA	
  
survey	
  say	
  business	
  condi'ons	
  are	
  improving	
  
and	
  expect	
  2013	
  to	
  be	
  beqer	
  than	
  2012.	
  
	
  
97%	
  expect	
  to	
  increase	
  their	
  expenditure	
  on	
  
IT	
  products	
  and	
  services	
  over	
  the	
  next	
  12	
  
months.	
  
Importance	
  of	
  Technology	
  to	
  Brazilian	
  
Business	
  Success	
  Trends	
  Upwards	
  
Many	
  Businesses	
  Seek	
  to	
  Improve	
  Their	
  Use	
  of	
  IT	
  
1%	
  
4%	
  
37%	
  
40%	
  
19%	
  
Not	
  at	
  all	
  close	
  
Not	
  that	
  close	
  	
  
Moderately	
  close	
  
Very	
  close	
  	
  
Exactly	
  where	
  
	
  want	
  to	
  be	
  
Degree	
  to	
  Which	
  Brazilian	
  
Businesses	
  are	
  “Where	
  They	
  Want	
  
to	
  Be”	
  in	
  Technology	
  U+liza+on	
  
1.  Security/Cybersecurity	
  
	
  
2.  Data	
  storage/back-­‐up	
  
3.  Network	
  infrastructure	
  
	
  
4.  Upda'ng	
  aging	
  computers/somware	
  
	
  
5.  Automa'ng	
  business	
  processes	
  through	
  
technology	
  
6.  Mobility-­‐related	
  ini'a'ves	
  
7.  Data	
  analy'cs/Big	
  data/Business	
  
intelligence	
  
8.  Business	
  con'nuity/Disaster	
  recovery	
  
9.  Cloud	
  compu'ng	
  
Top	
  Technology	
  Priori+es	
  Over	
  Next	
  12	
  
Months	
  for	
  Brazilian	
  Businesses	
  
Base:	
  125	
  Brazilian	
  business	
  and	
  IT	
  execu'ves	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  
More	
  than	
  Half	
  of	
  Brazilian	
  Businesses	
  have	
  
Adopted	
  Cloud	
  Compu'ng	
  to	
  Some	
  Degree	
  
22%	
   21%	
  
39%	
  
17%	
  18%	
  
26%	
  
39%	
  
16%	
  
Overall	
  
Brazil	
  
Key	
  Hurdles	
  to	
  Cloud	
  Adop+on	
  
for	
  Brazilian	
  Businesses	
  
Cloud	
  Compu+ng	
  Adop+on	
  Stage	
  
Full	
  use	
  
stage	
  
Experi-­‐
menta+on	
  
stage	
  
Evalu-­‐	
  
a+on	
  or	
  
Imple-­‐
menta+on	
  
stage	
  
Basic	
  
aware-­‐
ness	
  
stage	
  
48% 	
  Security	
  or	
  data	
  loss	
  concerns	
  
	
  
35% 	
  Slow	
  or	
  unreliable	
  Internet	
  access	
  
	
  
34% 	
  Challenges	
  in	
  developing	
  staff	
  exper'se	
  
	
  with	
  cloud	
  applica'ons	
  and	
  solu'ons	
  
	
  
33% 	
  Difficulty	
  in	
  integra'ng	
  or	
  migra'ng	
  legacy 	
  	
  
	
  applica'ons	
  to	
  the	
  cloud	
  
	
  
25% 	
  Cloud	
  services	
  s'll	
  unproven	
  
	
  
22% 	
  Insufficient	
  or	
  unclear	
  ROI	
  
	
  
22% 	
  Lack	
  of	
  local	
  cloud	
  service	
  providers	
  
Base:	
  1,252	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
Cybersecurity	
  Risks	
  a	
  Growing	
  Concern	
  
1%	
  
2%	
  
27%	
  
44%	
  
26%	
  
0%	
  
2%	
  
10%	
  
50%	
  
38%	
  
Decreasing	
  
significantly	
  
Decreasing	
  
moderately	
  
No	
  change	
  
Increasing	
  
moderately	
  
Increasing	
  
significantly	
  
Brazil	
  
Overall	
  
Overall,	
  88%	
  of	
  Brazilian	
  Businesses	
  
Believe	
  the	
  Security	
  Threat	
  Level	
  
has	
  Increased	
  during	
  Past	
  Two	
  Years	
  
1.  Rise	
  of	
  social	
  networking	
  
2.  Growing	
  criminaliza'on	
  and	
  organiza'on	
  of	
  
hackers	
  mo'vated	
  by	
  financial	
  gain	
  
3.  Sophis'ca'on	
  of	
  security	
  threats	
  exceeding	
  IT	
  
staff’s	
  exper'se	
  to	
  thwart	
  them	
  
4.  Greater	
  availability	
  of	
  easy-­‐to-­‐use	
  hacking	
  tools,	
  
allowing	
  more	
  individuals	
  to	
  engage	
  in	
  criminal	
  
cyber	
  ac'vity	
  
5.  More	
  reliance	
  on	
  Internet-­‐based	
  applica'ons,	
  
such	
  as	
  cloud	
  compu'ng	
  
Top	
  Factors	
  Cited	
  by	
  Brazilian	
  
Businesses	
  for	
  Increasing	
  Security	
  Risks	
  
Base:	
  1,256	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
Human	
  Error	
  Increasingly	
  a	
  Security	
  Risk	
  Factor	
  	
  
35%	
  
65%	
  
NET	
  increase	
  in	
  human	
  
error	
  as	
  a	
  security	
  risk	
  
factor	
  
NET	
  no	
  change	
  or	
  
decrease	
  in	
  human	
  
error	
  as	
  a	
  security	
  
factor	
  
Top	
  Drivers	
  of	
  Human	
  Error	
  as	
  an	
  
Rising	
  Security	
  Risk	
  Factor	
  
Assessment	
  of	
  Human	
  Error	
  as	
  
a	
  Security	
  Risk	
  Factor	
  
1.  Failure	
  of	
  end-­‐users	
  to	
  follow	
  security	
  
procedures	
  and	
  policies	
  
2.  General	
  negligence	
  /	
  carelessness	
  towards	
  
security	
  
3.  Lack	
  of	
  security	
  exper'se	
  with	
  websites	
  and	
  
applica'ons	
  
4.  Failure	
  of	
  IT	
  staff	
  to	
  follow	
  security	
  procedures	
  
and	
  policies	
  
5.  Increased	
  use	
  of	
  social	
  media	
  by	
  staff	
  
6.  Failure	
  of	
  staff	
  to	
  get	
  up	
  to	
  speed	
  with	
  new	
  
threats	
  (e.g.	
  mobility,	
  social	
  media,	
  cloud,	
  etc.)	
  
7.  Inten'onal	
  disabling	
  of	
  security	
  to	
  allow	
  for	
  use	
  
of	
  a	
  non-­‐approved	
  applica'ons	
  
Base:	
  125	
  Brazilian	
  business	
  and	
  IT	
  execu'ves	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  
Detailed	
  Findings:	
  IT	
  Training	
  
and	
  Cer'fica'on	
  Issues	
  
1	
  in	
  2	
  Brazilian	
  Businesses	
  Plan	
  to	
  Hire	
  IT	
  Staff	
  in	
  
2013;	
  Many	
  Expect	
  Challenges	
  in	
  Finding	
  Workers	
  
5%	
  
56%	
  
39%	
  
3%	
  
48%	
   49%	
  
Decrease	
  in	
  
IT	
  staff	
  
No	
  
	
  change	
  
Increase	
  in	
  IT	
  
staff	
  
Overall	
  
Brazil	
  
22%	
  
78%	
  
NET	
  concerned*	
  
about	
  IT	
  labor	
  
quan+ty	
  or	
  quality	
  
NET	
  not	
  that	
  
concerned	
  about	
  
IT	
  labor	
  quan+ty	
  
or	
  quality	
  
Concern	
  Over	
  Ability	
  to	
  Hire	
  IT	
  Staff	
  2013	
  Hiring	
  Intent	
  for	
  IT	
  Staff	
  
Base:	
  1,252	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
Many	
  Businesses	
  Seek	
  Improvement	
  
on	
  the	
  IT	
  Skills	
  Front	
  
1%	
  
9%	
  
32%	
  
44%	
  
14%	
  
Not	
  at	
  all	
  close	
  
Not	
  that	
  close	
  	
  
Moderately	
  close	
  
Very	
  close	
  	
  
Exactly	
  where	
  
	
  want	
  to	
  be	
  
Assessment	
  of	
  how	
  Close	
  
Brazilian	
  Businesses	
  are	
  to	
  
Where	
  They	
  Want	
  to	
  be	
  with	
  the	
  
IT	
  Skills	
  of	
  Their	
  IT	
  Staff	
   41% 	
  Lower	
  staff	
  produc'vity	
  
	
  
41% 	
  Poor	
  customer	
  service	
  /	
  
	
  customer	
  engagement	
  
	
  
36% 	
  Ineffec've	
  innova'on	
  /	
  new	
  
	
  product	
  development	
  
	
  
34% 	
  Speed	
  to	
  market	
  with	
  new	
  
	
  products	
  or	
  services	
  
	
  
32% 	
  Security	
  /	
  defending	
  against	
  
	
  malware,	
  hacking,	
  etc.	
  
Top	
  Nega+ve	
  Impacts	
  of	
  IT	
  Skills	
  Gaps	
  
Base:	
  125	
  Brazilian	
  business	
  and	
  IT	
  execu'ves	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  
IT	
  Skills	
  Ra'ng	
  Among	
  Brazilian	
  Businesses	
  	
  
1.  Teamwork	
  
2.  Project	
  management	
  
3.  Customer	
  service	
  
4.  Mo'va'on	
  and	
  ini'a've	
  
5.  Verbal	
  and	
  wriqen	
  communica'on	
  skills	
  
6.  Strong	
  work	
  ethic	
  
7.  Flexibility	
  and	
  adaptability	
  
8.  Innova'on	
  /	
  Crea've	
  problem	
  solving	
  
9.  Analy'cal	
  skills	
  
Top	
  Rated	
  “Sod”	
  IT	
  Skills	
  
1.  Database	
  /	
  Informa'on	
  management	
  
2.  Storage	
  /	
  data	
  back-­‐up	
  
3.  Networks	
  /	
  Infrastructure	
  
4.  Server	
  /	
  data	
  center	
  management	
  
5.  Help	
  Desk	
  /	
  IT	
  support	
  
6.  Data	
  analy'cs	
  /	
  Business	
  intelligence	
  
7.  Enterprise	
  resource	
  planning	
  (ERP)	
  
8.  Web	
  infrastructure	
  
9.  Applica'on	
  development	
  /	
  programming	
  
10.  Printers,	
  copiers,	
  mul'func'on	
  devices	
  
Top	
  Rated	
  IT	
  Skills	
  in	
  Terms	
  of	
  
the	
  Importance	
  of	
  Maintaining	
  a	
  
High	
  Skill	
  Level	
  Among	
  IT	
  staff	
  	
  	
  
Keep	
  in	
  mind,	
  many	
  emerging	
  technologies,	
  such	
  as	
  cloud	
  or	
  mobility,	
  are	
  important	
  to	
  businesses,	
  but	
  it	
  may	
  not	
  yet	
  be	
  the	
  highest	
  
priority	
  to	
  ensure	
  a	
  high	
  level	
  of	
  IT	
  staff	
  exper'se.	
  As	
  businesses	
  move	
  along	
  the	
  adop'on	
  curve	
  and	
  engage	
  in	
  more	
  advanced	
  uses	
  of	
  
cloud	
  and	
  mobility,	
  staff	
  exper'se	
  in	
  those	
  areas	
  increases.	
  Addi'onally,	
  in	
  some	
  areas	
  such	
  as	
  security,	
  businesses	
  may	
  rely	
  on	
  outside	
  
experts	
  for	
  guidance,	
  so	
  building	
  internal	
  skills	
  could	
  be	
  a	
  lower	
  priority.	
  	
  
Base:	
  125	
  Brazilian	
  business	
  and	
  IT	
  execu'ves	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  
Types	
  of	
  Training/Educa'on	
  U'lized	
  
by	
  IT	
  Staff	
  in	
  Past	
  12	
  Months	
  
11%	
  
8%	
  
30%	
  
24%	
  
40%	
  
23%	
  
38%	
  
45%	
  
7%	
  
6%	
  
21%	
  
22%	
  
33%	
  
33%	
  
38%	
  
62%	
  
No	
  training	
  or	
  educa'on	
  
Some	
  other	
  type	
  of	
  training	
  
Webinars	
  /	
  Online	
  presenta'on	
  
	
  from	
  an	
  instructor	
  or	
  expert	
  
Reading	
  industry	
  news,	
  technical	
  journals,	
  etc.	
  
E-­‐learning	
  /	
  Online	
  self-­‐directed	
  training	
  
Addi'onal	
  college	
  coursework	
  
Aqending	
  industry	
  conferences,	
  workshops,	
  etc.	
  
Training	
  course	
  with	
  an	
  instructor	
  /	
  
	
  Classroom	
  instruc'on	
  
Brazil	
  
Overall	
  
Base:	
  1,256	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
Policy	
  Towards	
  the	
  Use	
  of	
  IT	
  Cer'fica'ons	
  
21%	
  
37%	
  
34%	
  
13%	
  
43%	
  
34%	
  
No	
  formal	
  or	
  informal	
  posi'on	
  
	
  towards	
  the	
  use	
  of	
  IT	
  cer'fica'ons	
  
Informal	
  –	
  not	
  required,	
  
	
  but	
  valued	
  and	
  encouraged	
  
Formal	
  –	
  IT	
  cer'fica'ons	
  
	
  required	
  for	
  certain	
  IT	
  staff	
  
Brazil	
  
Overall	
  
Base:	
  1,241	
  business	
  and	
  IT	
  execu'ves	
  from	
  Brazil,	
  Canada,	
  France,	
  	
  
Germany,	
  India,	
  Japan,	
  Mexico,	
  Middle	
  East,	
  Thailand	
  and	
  the	
  UK	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  	
  	
  
Majority	
  of	
  Brazilian	
  Businesses	
  Expect	
  IT	
  
Cer'fica'ons	
  to	
  Increase	
  in	
  Importance	
  
11%	
  
42%	
  
45%	
  
Significant	
  
Increase	
  in	
  
Importance	
  
Increase	
  in	
  
Importance	
  
NET	
  
Decrease	
  
NET	
  
Increase	
  in	
  
Importance	
  
No	
  
Change	
  
85% 	
  “It’s	
  important	
  to	
  test	
  amer	
  training	
  to	
  
	
  confirm	
  knowledge	
  gains”	
  
	
  
76% 	
  “Staff	
  holding	
  IT	
  cer'fica'ons	
  are	
  more	
  
	
  valuable	
  to	
  the	
  organiza'on”	
  
	
  
73% 	
  “Teams	
  of	
  staff	
  with	
  IT	
  cer'fica'ons	
  
	
  benefit	
  from	
  having	
  a	
  common	
  	
  founda'on	
  
	
  of	
  knowledge”	
  
	
  
71% 	
  “Staff	
  with	
  IT	
  cer'fica'ons	
  have	
  proven	
  
	
  exper'se”	
  
	
  
70% 	
  Staff	
  with	
  IT	
  cer'fica'ons	
  perform	
  at	
  a	
  
	
  higher	
  level	
  than	
  non-­‐cer'fied	
  staff	
  
NET	
  Agreement	
  (agree	
  +	
  
strongly	
  agree)	
  to	
  Statements	
  
Expecta+ons	
  for	
  Change	
  in	
  
Importance	
  of	
  IT	
  Cer+fica+ons	
  
Over	
  Next	
  Two	
  Years	
  
Base:	
  125	
  Brazilian	
  business	
  and	
  IT	
  execu'ves	
  
Source:	
  CompTIA	
  Interna'onal	
  Technology	
  Adop'on	
  and	
  Workforce	
  Issues	
  study	
  
Appendix	
  
Defining	
  Core	
  IT	
  Occupa'ons	
  
•  Computer	
  Support	
  Specialists	
  
•  Somware	
  Developers,	
  Applica'ons	
  
•  Computer	
  Systems	
  Analysts	
  
•  Somware	
  Developers,	
  Systems	
  Somware	
  
•  Network	
  and	
  Computer	
  Systems	
  Administrators	
  
•  Computer	
  Programmers	
  
•  Computer	
  and	
  Informa'on	
  Systems	
  Managers	
  
•  Informa'on	
  Security	
  Analysts,	
  Web	
  Dev.,	
  and	
  Computer	
  Network	
  Architects	
  
•  Computer	
  Occupa'ons,	
  All	
  Other	
  
•  Database	
  Administrators	
  
•  Computer	
  Hardware	
  Engineers	
  
•  Computer	
  and	
  Informa'on	
  Research	
  Scien'sts	
  
•  Computer	
  Support	
  Specialists	
  
For	
  the	
  purposes	
  of	
  this	
  study,	
  core	
  IT	
  occupa'ons	
  include	
  posi'ons	
  related	
  to	
  the	
  list	
  below.	
  In	
  this	
  study,	
  certain	
  
telecommunica'ons	
  occupa'ons	
  were	
  excluded,	
  such	
  as	
  posi'ons	
  responsible	
  for	
  installing	
  or	
  maintaining	
  cellular	
  
towers.	
  Addi'onally,	
  this	
  study	
  excludes	
  ‘knowledge	
  worker’	
  type	
  posi'ons,	
  such	
  as	
  technical	
  writer,	
  graphic	
  
designer	
  or	
  business	
  analyst.	
  	
  

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CompTIA - Brazil Research Summary Final

  • 1. Interna'onal  Technology  Adop'on   &  Workforce  Issues  Study   Summary  for  Brazil  
  • 2. About  this  Research   CompTIA’s  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  was  conducted  to  collect  and  share  informa'on  on  technology  adop'on  and   workforce  trends  across  several  countries.  The  objec'ves  of  this  research  include:       •  Explore  business  and  informa'on  technology  (IT)  priori'es  among  organiza'ons   •  Examine  the  usage  of  key  technologies/solu'ons  and  IT  services  such  as  security  and  cloud  compu'ng   •  Iden'fy  which  IT  skills  are  most  important  to  employers  and  if  there  are  any  skills  gap  issues  or  staffing  concerns   •  Evaluate  professional  development  prac'ces  such  as  training  and  cer'fica'on         The  data  for  this  study  was  collected  via  a  quan'ta've  online  survey  conducted  February  22  to  March  23,  2013  among  1,256  IT  and  business  execu'ves   directly  involved  in  seXng  or  execu'ng  informa'on  technology  policies  and  processes  within  their  organiza'ons.  The  10  countries  covered  in  this  study   include:     Brazil  (n=125);  Canada  (n=125);  France  (n=125);  Germany  (n=131);  Japan  (n=125);  India  (n=125);  Mexico  (n=125);  Middle  East  Subset  (Oman,  Saudi   Arabia,  United  Arab  Emirates)  (n=125);  Thailand  (n=125);  United  Kingdom  (n=125)     Surveys  were  localized  and  translated  to  allow  respondents  to  par'cipate  in  their  na've  language.  Addi'onally,  precau'ons  were  taken  to  minimize   misinterpreta'ons  of  ques'ons.  However,  research  has  shown,  cultural  differences  exist  and  can  affect  responses  to  certain  ques'on  types,  such  as  5-­‐ point  sa'sfac'on  ra'ng  ques'ons.  Viewers  of  this  report  should  keep  that  in  mind  when  comparing  results  across  countries.       The  margin  of  sampling  error  at  95%  confidence  for  aggregate  results  is  +/-­‐  2.8  percentage  points.  Sampling  error  is  larger  for  subgroups  of  the  data,   such  as  individual  countries  where  it  is  +/-­‐  8.9  percentage  points.  As  with  any  survey,  sampling  error  is  only  one  source  of  possible  error.  While  non-­‐ sampling  error  cannot  be  accurately  calculated,  precau'onary  steps  were  taken  in  all  phases  of  the  survey  design,  collec'on  and  processing  of  the  data   to  minimize  its  influence.  Note:  because  data  collec'on  occurred  via  an  online  survey,  in  countries  where  Internet  penetra'on  is  lower  among   businesses,  the  non-­‐sampling  error  could  be  higher.       CompTIA  is  responsible  for  all  content  contained  in  this  series.  Any  ques'ons  regarding  the  study  should  be  directed  to  CompTIA  Market  Research  staff   at  research@comp'a.org.         CompTIA  is  a  member  of  the  Marke'ng  Research  Associa'on  (MRA)  and  adheres  to  the  MRA’s  Code  of  Market  Research  Ethics  and  Standards.    
  • 3. Key  IT  Priori+es  for  Brazilian  Businesses:   1.  IT  security   2.  Data  storage/back-­‐up   3.  Network  infrastructure   4.  Upda'ng  aging  computers/somware     5.  Automa'ng  business  processes  through  technology   Key  Summary  Points:  Brazil   Key  Stats  for  Brazil $12,000   GDP  per  capita  (PPP)  |  world  rank:  103rd     3.02%   GDP  growth  forecast  for  2013   85%   %  of  Brazilian  execu'ves  expec'ng  2013  business   condi'ons  to  be  beqer  than  2012   107.1m   Total  workforce   71%   %  of  workforce  employed  in  the  services  sector   0.759m     Es'mate  of  IT  workforce*  in  core  IT  occupa'ons   49%   %  of  Brazilian  execu'ves  expec'ng  to  increase  IT   staff  headcount  at  their  business  in  2013   75.98m   Internet  users  |  world  rank:  4th     244.36m   Mobile  phone  users  |  world  rank:  5th     84%   NET  %  of  Brazilian  execu'ves  indica'ng  IT  is   important  to  the  success  of  their  business     7.2%   Planned  increase  in  IT  spending  in  2013  (YOY)   Key  Strategic  Priori+es  for  Brazilian  Businesses:   1.  Improve  staff  produc'vity  /  capabili'es   2.  Reach  new  customers   3.  Reduce  costs  /  overhead   Cybersecurity:   88%  of  Brazilian  execu'ves  believe  the  cybersecurity  threat  is  in   increasing.  Addi'onally,  65%  of  Brazilian  execu'ves  believe  human   error  is  a  growing  factor  in  security  security  incidents:  Top  human  error   related  factors  include:   1.  Failure  of  end-­‐users  to  follow  security  procedures  and  policies   2.  General  negligence  /  carelessness  towards  security   IT  Skills  Gaps:   86%  of  Brazilian  execu'ves  indicate  at  least  some  degree  of  gaps  in  IT   skills  at  their  business  exists.  For  44%,  the  reported  skills  gaps  are   small,  while  for  42%  the  gaps  are  more  extensive.  Top  nega've  effects   of  IT  skills  gaps  at  Brazilian  businesses:     1.  Lower  staff  produc'vity   2.  Less  than  ideal  customer  service  and/or  engagement   IT  Training  and  Cer+fica+on:   93%  of  IT  staff  at  Brazilian  businesses  engaged  in  some  type  of  IT   training  during  the  past  12  months.   1.  87%  of  Brazilian  execu'ves  believe  IT  cer'fica'ons  will  increase  in   importance  over  the  next  two  years   2.  76%  of  Brazilian  execu'ves  agree  (NET)  that  staff  holding  IT   cer'fica'ons  are  more  valuable  to  the  organiza'on   Sources  used  for  above  stats:  CompTIA,  IMF,  CIA  World  Factbook,  IDC     *See  appendix  for  defini'on  of  core  IT  occupa'ons  
  • 4. Detailed  Findings:  Business   and  Technology  Issues  
  • 5. Strategic  Priori'es  Include  Strong  Tech  Component   Base:  1,244  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study       20%   76%   12%   85%   Overall   Brazil   Top  Strategic  Priori+es  Among   Brazilian  Businesses  for  2013   NET   Unimportant   NET   Important   Neutral   1.  Improve  staff  produc'vity  /  capabili'es   2.  Reduce  costs  /  overhead   3.  Reach  new  customers   4.  Innovate  more  effec'vely   5.  Further  leverage  technology  to  improve   business  opera'ons   85%  of  Brazilian  execu'ves  in  this  CompTIA   survey  say  business  condi'ons  are  improving   and  expect  2013  to  be  beqer  than  2012.     97%  expect  to  increase  their  expenditure  on   IT  products  and  services  over  the  next  12   months.   Importance  of  Technology  to  Brazilian   Business  Success  Trends  Upwards  
  • 6. Many  Businesses  Seek  to  Improve  Their  Use  of  IT   1%   4%   37%   40%   19%   Not  at  all  close   Not  that  close     Moderately  close   Very  close     Exactly  where    want  to  be   Degree  to  Which  Brazilian   Businesses  are  “Where  They  Want   to  Be”  in  Technology  U+liza+on   1.  Security/Cybersecurity     2.  Data  storage/back-­‐up   3.  Network  infrastructure     4.  Upda'ng  aging  computers/somware     5.  Automa'ng  business  processes  through   technology   6.  Mobility-­‐related  ini'a'ves   7.  Data  analy'cs/Big  data/Business   intelligence   8.  Business  con'nuity/Disaster  recovery   9.  Cloud  compu'ng   Top  Technology  Priori+es  Over  Next  12   Months  for  Brazilian  Businesses   Base:  125  Brazilian  business  and  IT  execu'ves   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  
  • 7. More  than  Half  of  Brazilian  Businesses  have   Adopted  Cloud  Compu'ng  to  Some  Degree   22%   21%   39%   17%  18%   26%   39%   16%   Overall   Brazil   Key  Hurdles  to  Cloud  Adop+on   for  Brazilian  Businesses   Cloud  Compu+ng  Adop+on  Stage   Full  use   stage   Experi-­‐ menta+on   stage   Evalu-­‐   a+on  or   Imple-­‐ menta+on   stage   Basic   aware-­‐ ness   stage   48%  Security  or  data  loss  concerns     35%  Slow  or  unreliable  Internet  access     34%  Challenges  in  developing  staff  exper'se    with  cloud  applica'ons  and  solu'ons     33%  Difficulty  in  integra'ng  or  migra'ng  legacy      applica'ons  to  the  cloud     25%  Cloud  services  s'll  unproven     22%  Insufficient  or  unclear  ROI     22%  Lack  of  local  cloud  service  providers   Base:  1,252  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study      
  • 8. Cybersecurity  Risks  a  Growing  Concern   1%   2%   27%   44%   26%   0%   2%   10%   50%   38%   Decreasing   significantly   Decreasing   moderately   No  change   Increasing   moderately   Increasing   significantly   Brazil   Overall   Overall,  88%  of  Brazilian  Businesses   Believe  the  Security  Threat  Level   has  Increased  during  Past  Two  Years   1.  Rise  of  social  networking   2.  Growing  criminaliza'on  and  organiza'on  of   hackers  mo'vated  by  financial  gain   3.  Sophis'ca'on  of  security  threats  exceeding  IT   staff’s  exper'se  to  thwart  them   4.  Greater  availability  of  easy-­‐to-­‐use  hacking  tools,   allowing  more  individuals  to  engage  in  criminal   cyber  ac'vity   5.  More  reliance  on  Internet-­‐based  applica'ons,   such  as  cloud  compu'ng   Top  Factors  Cited  by  Brazilian   Businesses  for  Increasing  Security  Risks   Base:  1,256  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study      
  • 9. Human  Error  Increasingly  a  Security  Risk  Factor     35%   65%   NET  increase  in  human   error  as  a  security  risk   factor   NET  no  change  or   decrease  in  human   error  as  a  security   factor   Top  Drivers  of  Human  Error  as  an   Rising  Security  Risk  Factor   Assessment  of  Human  Error  as   a  Security  Risk  Factor   1.  Failure  of  end-­‐users  to  follow  security   procedures  and  policies   2.  General  negligence  /  carelessness  towards   security   3.  Lack  of  security  exper'se  with  websites  and   applica'ons   4.  Failure  of  IT  staff  to  follow  security  procedures   and  policies   5.  Increased  use  of  social  media  by  staff   6.  Failure  of  staff  to  get  up  to  speed  with  new   threats  (e.g.  mobility,  social  media,  cloud,  etc.)   7.  Inten'onal  disabling  of  security  to  allow  for  use   of  a  non-­‐approved  applica'ons   Base:  125  Brazilian  business  and  IT  execu'ves   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  
  • 10. Detailed  Findings:  IT  Training   and  Cer'fica'on  Issues  
  • 11. 1  in  2  Brazilian  Businesses  Plan  to  Hire  IT  Staff  in   2013;  Many  Expect  Challenges  in  Finding  Workers   5%   56%   39%   3%   48%   49%   Decrease  in   IT  staff   No    change   Increase  in  IT   staff   Overall   Brazil   22%   78%   NET  concerned*   about  IT  labor   quan+ty  or  quality   NET  not  that   concerned  about   IT  labor  quan+ty   or  quality   Concern  Over  Ability  to  Hire  IT  Staff  2013  Hiring  Intent  for  IT  Staff   Base:  1,252  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study      
  • 12. Many  Businesses  Seek  Improvement   on  the  IT  Skills  Front   1%   9%   32%   44%   14%   Not  at  all  close   Not  that  close     Moderately  close   Very  close     Exactly  where    want  to  be   Assessment  of  how  Close   Brazilian  Businesses  are  to   Where  They  Want  to  be  with  the   IT  Skills  of  Their  IT  Staff   41%  Lower  staff  produc'vity     41%  Poor  customer  service  /    customer  engagement     36%  Ineffec've  innova'on  /  new    product  development     34%  Speed  to  market  with  new    products  or  services     32%  Security  /  defending  against    malware,  hacking,  etc.   Top  Nega+ve  Impacts  of  IT  Skills  Gaps   Base:  125  Brazilian  business  and  IT  execu'ves   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  
  • 13. IT  Skills  Ra'ng  Among  Brazilian  Businesses     1.  Teamwork   2.  Project  management   3.  Customer  service   4.  Mo'va'on  and  ini'a've   5.  Verbal  and  wriqen  communica'on  skills   6.  Strong  work  ethic   7.  Flexibility  and  adaptability   8.  Innova'on  /  Crea've  problem  solving   9.  Analy'cal  skills   Top  Rated  “Sod”  IT  Skills   1.  Database  /  Informa'on  management   2.  Storage  /  data  back-­‐up   3.  Networks  /  Infrastructure   4.  Server  /  data  center  management   5.  Help  Desk  /  IT  support   6.  Data  analy'cs  /  Business  intelligence   7.  Enterprise  resource  planning  (ERP)   8.  Web  infrastructure   9.  Applica'on  development  /  programming   10.  Printers,  copiers,  mul'func'on  devices   Top  Rated  IT  Skills  in  Terms  of   the  Importance  of  Maintaining  a   High  Skill  Level  Among  IT  staff       Keep  in  mind,  many  emerging  technologies,  such  as  cloud  or  mobility,  are  important  to  businesses,  but  it  may  not  yet  be  the  highest   priority  to  ensure  a  high  level  of  IT  staff  exper'se.  As  businesses  move  along  the  adop'on  curve  and  engage  in  more  advanced  uses  of   cloud  and  mobility,  staff  exper'se  in  those  areas  increases.  Addi'onally,  in  some  areas  such  as  security,  businesses  may  rely  on  outside   experts  for  guidance,  so  building  internal  skills  could  be  a  lower  priority.     Base:  125  Brazilian  business  and  IT  execu'ves   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  
  • 14. Types  of  Training/Educa'on  U'lized   by  IT  Staff  in  Past  12  Months   11%   8%   30%   24%   40%   23%   38%   45%   7%   6%   21%   22%   33%   33%   38%   62%   No  training  or  educa'on   Some  other  type  of  training   Webinars  /  Online  presenta'on    from  an  instructor  or  expert   Reading  industry  news,  technical  journals,  etc.   E-­‐learning  /  Online  self-­‐directed  training   Addi'onal  college  coursework   Aqending  industry  conferences,  workshops,  etc.   Training  course  with  an  instructor  /    Classroom  instruc'on   Brazil   Overall   Base:  1,256  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study      
  • 15. Policy  Towards  the  Use  of  IT  Cer'fica'ons   21%   37%   34%   13%   43%   34%   No  formal  or  informal  posi'on    towards  the  use  of  IT  cer'fica'ons   Informal  –  not  required,    but  valued  and  encouraged   Formal  –  IT  cer'fica'ons    required  for  certain  IT  staff   Brazil   Overall   Base:  1,241  business  and  IT  execu'ves  from  Brazil,  Canada,  France,     Germany,  India,  Japan,  Mexico,  Middle  East,  Thailand  and  the  UK   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study      
  • 16. Majority  of  Brazilian  Businesses  Expect  IT   Cer'fica'ons  to  Increase  in  Importance   11%   42%   45%   Significant   Increase  in   Importance   Increase  in   Importance   NET   Decrease   NET   Increase  in   Importance   No   Change   85%  “It’s  important  to  test  amer  training  to    confirm  knowledge  gains”     76%  “Staff  holding  IT  cer'fica'ons  are  more    valuable  to  the  organiza'on”     73%  “Teams  of  staff  with  IT  cer'fica'ons    benefit  from  having  a  common    founda'on    of  knowledge”     71%  “Staff  with  IT  cer'fica'ons  have  proven    exper'se”     70%  Staff  with  IT  cer'fica'ons  perform  at  a    higher  level  than  non-­‐cer'fied  staff   NET  Agreement  (agree  +   strongly  agree)  to  Statements   Expecta+ons  for  Change  in   Importance  of  IT  Cer+fica+ons   Over  Next  Two  Years   Base:  125  Brazilian  business  and  IT  execu'ves   Source:  CompTIA  Interna'onal  Technology  Adop'on  and  Workforce  Issues  study  
  • 18. Defining  Core  IT  Occupa'ons   •  Computer  Support  Specialists   •  Somware  Developers,  Applica'ons   •  Computer  Systems  Analysts   •  Somware  Developers,  Systems  Somware   •  Network  and  Computer  Systems  Administrators   •  Computer  Programmers   •  Computer  and  Informa'on  Systems  Managers   •  Informa'on  Security  Analysts,  Web  Dev.,  and  Computer  Network  Architects   •  Computer  Occupa'ons,  All  Other   •  Database  Administrators   •  Computer  Hardware  Engineers   •  Computer  and  Informa'on  Research  Scien'sts   •  Computer  Support  Specialists   For  the  purposes  of  this  study,  core  IT  occupa'ons  include  posi'ons  related  to  the  list  below.  In  this  study,  certain   telecommunica'ons  occupa'ons  were  excluded,  such  as  posi'ons  responsible  for  installing  or  maintaining  cellular   towers.  Addi'onally,  this  study  excludes  ‘knowledge  worker’  type  posi'ons,  such  as  technical  writer,  graphic   designer  or  business  analyst.