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<p class="MsoNormal"><span style="mso-ansi-language:EN-US">In the
context of the
3TU.BSR "Big Software on the Run" research program we are
looking for
6 PhDs and 3 Postdocs interested in Software Analytics and Data
Science.<o:p></o:p></span></p>
<h2><span style="mso-ansi-language:EN-US">Context<o:p></o:p></span></h2>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US">Millions
of
lines of code - written in different languages by different
people at different
times, and operating on a variety of platforms - drive the
systems performing
key processes in our society. The resulting software needs to
evolve and can no
longer be controlled a priori as is illustrated by a range of
software
problems. The 3TU.BSR research program will develop novel
techniques and tools
to analyze software systems in vivo - making it possible to
visualize behavior,
create models, check conformance, predict problems, and
recommend corrective
actions. To deal with Big Software on the Run (BSR), we propose
to shift the
main focus from a priori software design to a posteriori
software analytics
thereby exploiting the large amounts of event data generated by
today's
systems. The core idea is to study software systems in vivo,
i.e., at runtime
and in their natural habitat. We would like to understand the
actual (desired
or undesired) behavior of software. Running software needs to
adapt to evolving
and diverging environments and requirements. This forces us to
consider
software artifacts as "living organisms operating in a changing
ecosystem". This paradigm shift requires new forms of empirical
investigation
that go far beyond the common practice of collecting error
messages and
providing software updates.<o:p></o:p></span></p>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<h2><span style="mso-ansi-language:EN-US">Project<o:p></o:p></span></h2>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US">The
project
will run for a period of four years and is supported by the
three Dutch
technical universities (Eindhoven University of Technology, TU
Delft, and
University of Twente). It was initiated by 3TU.NIRICT, the
Netherlands
Institute for Research on ICT, which comprises all ICT research
of the three
universities of technology in the Netherlands. The PhD positions
will run for 4
years. The three postdocs will be appointed for 2-3 years. <o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US">The
following
chairs/groups are involved:<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="margin-bottom:0cm;margin-bottom:.0001pt;
mso-add-space:auto;text-align:justify;text-indent:-18.0pt;line-height:normal;
mso-list:l0
level1 lfo1"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">The <i
style="mso-bidi-font-style:normal">Architecture of Information
Systems</i>
(AIS) group at <i style="mso-bidi-font-style:normal">Eindhoven
University of
Technology</i> (Van der Aalst).<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="margin-bottom:0cm;margin-bottom:
.0001pt;mso-add-space:auto;text-align:justify;text-indent:-18.0pt;line-height:
normal;mso-list:l0
level1 lfo1"><!--[if !supportLists]--><span style="font-family:
Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">The <i
style="mso-bidi-font-style:normal">Visualization</i> (VIS)
group at <i style="mso-bidi-font-style:normal">Eindhoven
University of Technology</i> (Van
Wijk).<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="margin-bottom:0cm;margin-bottom:
.0001pt;mso-add-space:auto;text-align:justify;text-indent:-18.0pt;line-height:
normal;mso-list:l0
level1 lfo1"><!--[if !supportLists]--><span style="font-family:
Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">The <i
style="mso-bidi-font-style:normal">Software Engineering
Research Group</i>
(SERG) at <i style="mso-bidi-font-style:normal">Delft
University of Technology</i>
(Van Deursen)<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="margin-bottom:0cm;margin-bottom:
.0001pt;mso-add-space:auto;text-align:justify;text-indent:-18.0pt;line-height:
normal;mso-list:l0
level1 lfo1"><!--[if !supportLists]--><span style="font-family:
Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">The <i
style="mso-bidi-font-style:normal">Cybersecurity Group</i>
(CY) at <i style="mso-bidi-font-style:normal">Delft University
of Technology</i>
(Lagendijk)<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="margin-bottom:0cm;margin-bottom:.0001pt;
mso-add-space:auto;text-align:justify;text-indent:-18.0pt;line-height:normal;
mso-list:l0
level1 lfo1"><!--[if !supportLists]--><span style="font-family:
Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol"
lang="NL"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">The </span><i
style="mso-bidi-font-style:normal"><span lang="NL">Formal
Methods and Tools</span></i><span lang="NL"> (FMT) at <i
style="mso-bidi-font-style:normal">University of Twente</i>
(Van de Pol & </span><span style="mso-ansi-language:EN-US">Huisman)</span><span
lang="NL"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="NL"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">Interested
PhD
candidates are requested to apply on a specific PhD position
(see details
below):<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">1.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">Automatically
Discovering Behavioral Software Models from Software Event Data
(Van der Aalst
& Van Deursen) at Eindhoven University of Technology<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">2.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">Model-based
Visualization of Software Event Data (Van Wijk & Huisman) at
Eindhoven
University of Technology<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin"
lang="NL"><span style="mso-list:Ignore">3.<span
style="font:7.0pt "Times New Roman"">
</span></span></span><!--[endif]--><span lang="NL">Exceptional
Patterns (Van Deursen
& Van Wijk) at TU Delft<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">4.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">Monitoring
Concurrent Software (Huisman & Lagendijk) at University of
Twente<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">5.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">Privacy
Preserving On-line Conformance Checking (Lagendijk & Van de
Pol) at TU
Delft<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-indent:-18.0pt;mso-list:l3 level1 lfo2"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">6.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">Parallel
Checking and Prediction (Van de Pol & Van der Aalst) at
University of
Twente<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">Moreover,
there will
be three postdoc positions:<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-indent:-18.0pt;mso-list:l1 level1 lfo3"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">1.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">A postdoc
related to PhD projects 1 & 2 at Eindhoven University of
Technology<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l1 level1 lfo3"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">2.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">A postdoc
related to PhD projects 3 & 5 at TU Delft<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-indent:-18.0pt;mso-list:l1 level1 lfo3"><!--[if !supportLists]--><span
style="mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">3.<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">A postdoc
related to PhD projects 4 & 6 at University of Twente<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<h2><span style="mso-ansi-language:EN-US">Requirements<o:p></o:p></span></h2>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">We are
looking for candidates
that meet the following requirements: <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-indent:-18.0pt;mso-list:l5 level1 lfo4"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">a solid background in Computer
Science, Data
Science, or Software Science (demonstrated by a relevant
Master); <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l5 level1 lfo4"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">for the postdoc<span
style="mso-spacerun:yes">
</span>positions a relevant PhD is expected;<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l5 level1 lfo4"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">candidates from non-Dutch or
non-English
speaking countries should be prepared to prove their English
language skills;<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-indent:-18.0pt;mso-list:l5 level1 lfo4"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">good communicative skills in
English, both in
speaking and in writing;<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-indent:-18.0pt;mso-list:l5 level1 lfo4"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">candidates are expected to
realize research
ideas in terms of prototype software, so software development
skills are needed.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">Note that
we are
looking for candidates that really want to make a difference and
like to work
on things that have a high practical relevance while having the
ambition to
compete at an international scientific level (i.e., present at
top conferences
and in top journals). <o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<h2><span style="mso-ansi-language:EN-US">Appointment and salary<o:p></o:p></span></h2>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">PhDs and
postdocs will
be employed by the respective university using the standard<span
style="mso-spacerun:yes"> </span>VSNU conditions for Dutch
universities.<span style="mso-spacerun:yes"> </span>See <span
style="mso-spacerun:yes"> </span>for more information:<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="margin-left:21.3pt;mso-add-space:
auto;text-indent:-14.75pt;mso-list:l2 level1 lfo7"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
lang="NL"><a
href="http://w3.tue.nl/en/services/dpo/conditions_of_employment/tue_conditions_of_employment"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://w3.tue.nl/en/services/dpo/conditions_of_employment/tue_conditions_of_employment</span></a></span><span
style="mso-ansi-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="margin-left:21.3pt;mso-add-space:
auto;text-indent:-14.75pt;mso-list:l2 level1 lfo7"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
lang="NL"><a
href="http://www.utwente.nl/hr/en/terms-of-employment/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://www.utwente.nl/hr/en/terms-of-employment/</span></a></span><span
style="mso-ansi-language:EN-US"><o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="margin-left:21.3pt;mso-add-space:auto;
text-indent:-14.75pt;mso-list:l2 level1 lfo7"><!--[if !supportLists]--><span
style="font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;mso-ansi-language:EN-US"><span style="mso-list:Ignore">·<span
style="font:7.0pt "Times New Roman""> </span></span></span><!--[endif]--><span
lang="NL"><a
href="http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/tu-delft-as-employer/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/tu-delft-as-employer/</span></a></span><span
style="mso-ansi-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left:6.55pt"><span
style="mso-ansi-language:
EN-US"><o:p> </o:p></span></p>
<h2><span style="mso-ansi-language:EN-US">How to apply?<o:p></o:p></span></h2>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US">Please
apply for the position
you are interested in. Each position has a contact person and a
pointer to a
website and e-mail address to actually apply.<o:p></o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">PhD 1: Automatically Discovering Behavioral Software
Models from
Software Event Data (Van der Aalst & Van Deursen)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Process models and user interface workflows underlie the
functional specification
of almost every substantial software system. However, these are
often left
implicit or are not kept consistent with the actual software
development. When
the system is utilized, user interaction with the system can be
recorded in
event logs. After applying process mining methods to logs, we
can derive
process and user interface workflow models. These models provide
insights
regarding the real usage of the software and can enable
usability improvements
and software redesign. In this project, we aim to develop
process discovery
techniques specific for software. How can domain knowledge and
software
structure be exploited while mining? How to discover software
patterns and
anti-patterns?<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position contact Wil van der Aalst (</span><span
lang="NL"><a href="http://wwwis.win.tue.nl/%7Ewvdaalst/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://wwwis.win.tue.nl/~wvdaalst/</span></a></span><span
style="mso-ansi-language:EN-US">). <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">For more
information about the employment conditions contact Charl
Kuiters HR advisor,
e-mail: </span><span lang="NL"><a href="mailto:pzwin@tue.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">pzwin@tue.nl</span></a></span><span
style="mso-ansi-language:EN-US">. <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman""> </span></span></span><span
style="mso-ansi-language:EN-US">You can
apply by using the following link: </span><span lang="NL"><a
href="http://jobs.tue.nl/en/vacancy/phd-discovering-behavioral-software-models-from-software-event-data-206118.html"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://jobs.tue.nl/en/vacancy/phd-discovering-behavioral-software-models-from-software-event-data-206118.html</span></a></span><span
style="mso-ansi-language:EN-US"> or visit </span><span
lang="NL"><a href="http://jobs.tue.nl/en/vacancies.html"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://jobs.tue.nl/en/vacancies.html</span></a></span><span
style="mso-ansi-language:EN-US"> and choose Department of
Mathematics and
Computer Science and click ‘search’ to find this vacancy
(V32.2142).<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US"><o:p> </o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">PhD 2: Model-based Visualization of Software Event Data
(Van Wijk &
Huisman)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Visualization can be a powerful means for understanding
large and
complex data sets, such as the huge event streams produced by
running software
systems. During explorative analysis experts have to be enabled
to see what
patterns occur, during monitoring anomalous events and patterns
have to be
detected, where in both cases we can exploit the unique
capabilities of the
human visual system. However, simply showing events as a
sequence of items will
fall short because of lack of scalability. The challenge is to
enable users to
specify what they are interested in, and to show only a limited
subset of the
data, using filtering, aggregation, and abstraction. We propose
to enable users
to define models for this, ranging from simple range filters to
process models.
We will study which (combinations of) models are most
appropriate here, such
that occurrences of events, temporal and logical patterns,<span
style="mso-spacerun:yes"> </span>and the relations between
occurrences and
attributes of events can be detected, and to facilitate analysts
to define and
check hypotheses on patterns.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position contact Jack van Wijk
(<a class="moz-txt-link-freetext" href="http://www.win.tue.nl/~vanwijk/">http://www.win.tue.nl/~vanwijk/</a>).
<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">For more
information about the employment conditions contact Charl
Kuiters HR advisor,
e-mail: </span><span lang="NL"><a href="mailto:pzwin@tue.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">pzwin@tue.nl</span></a></span><span
style="mso-ansi-language:EN-US">. <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">You can
apply by using the following link: </span><span lang="NL"><a
href="http://jobs.tue.nl/en/vacancy/phd-modelbased-visualization-of-software-event-data-206124.html"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://jobs.tue.nl/en/vacancy/phd-modelbased-visualization-of-software-event-data-206124.html</span></a></span><span
style="mso-ansi-language:EN-US"> or visit </span><span
lang="NL"><a href="http://jobs.tue.nl/en/vacancies.html"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://jobs.tue.nl/en/vacancies.html</span></a></span><span
style="mso-ansi-language:EN-US"> and choose Department of
Mathematics and
Computer Science and click ‘search’ to find this vacancy
(V32.2143).<o:p></o:p></span></p>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US"><o:p>
<br>
</o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span lang="NL">PhD
3:
Exceptional Patterns (Van Deursen & Van Wijk)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">A particularly challenging phenomenon in software
development are
'exceptions'. Most programming is focused on 'good weather
behavior', in which
the system works under normal circumstances. Actual deployment
however, often
takes place in a changing or unexpected environment. This may
lead to
exceptions being raised by the application, which should be
handled by the
application. Unfortunately, predicting such exceptional
circumstances is often
impossible. Consequently, developers have difficulty adequately
handling such
exceptions. Some exceptions are simply swallowed by the
applications, others
are properly logged, and yet other may lead to unpredictable
behavior. To
resolve this, we propose to analyze log files for 'exceptional
patterns' --
patterns that hint at the presence of exceptions. To find such
patterns, we propose
to use visualization techniques applied to log data and stack
traces.
Furthermore, we will investigate ways to predict future
occurrences of
exceptions, and recommendations on how to improve exception
handling in the
code base.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position contact Arie van Deursen
(<a class="moz-txt-link-freetext" href="http://www.st.ewi.tudelft.nl/~arie/">http://www.st.ewi.tudelft.nl/~arie/</a>).
<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information on how to apply will follow via
<a class="moz-txt-link-freetext" href="http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/jobs/academic-jobs/">http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/jobs/academic-jobs/</a>.<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US"><o:p> </o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span lang="NL"><o:p> </o:p>PhD
4: Monitoring
Concurrent Software (Huisman & Lagendijk)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">The goal is to develop a monitoring system for concurrent
software.
Making monitoring transparent is the big challenge: monitoring
should not
affect program behavior. A general-purpose approach will be
designed, based on
local annotations and global properties. Runtime monitoring is
essential to
check conformance of concurrent software during deployment. At
the same time,
runtime monitoring provides insight in low-level software
events, generating a
continuous data stream of events that feeds discovery. With
process mining and
visualization technology in Eindhoven, we will explore the scope
of concurrent
software monitoring.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman""> </span></span></span><span
style="mso-ansi-language:EN-US">More
information about this position: see </span><span lang="NL"><a
href="http://fmt.cs.utwente.nl/vacancies/"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://fmt.cs.utwente.nl/vacancies/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Marieke Huisman (</span><span
lang="NL"><a href="http://fmt.cs.utwente.nl/%7Emarieke/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://fmt.cs.utwente.nl/~marieke/</span></a></span><span
style="mso-ansi-language:EN-US"> ). <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information on the terms of employment: </span><span lang="NL"><a
href="http://www.utwente.nl/hr/en/terms-of-employment/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://www.utwente.nl/hr/en/terms-of-employment/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Marlies Oude Bos, HR
advisor,
e-mail: </span><span lang="NL"><a
href="mailto:m.oudebos@utwente.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">m.oudebos@utwente.nl</span></a></span><span
style="mso-ansi-language:EN-US">.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">You can
apply directly using the following link: </span><span
style="mso-ansi-language:EN-US"><span lang="NL"><a
href="http://tinyurl.com/3TU-BSR-PhD6"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://tinyurl.com/3TU-BSR-PhD4</span></a></span><o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-fareast-font-family:
"Times New Roman";mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><i><span
style="font-size:12.0pt;
line-height:115%;font-family:Cambria;mso-ascii-theme-font:major-latin;
mso-fareast-font-family:"Times
New Roman";mso-hansi-theme-font:major-latin;
mso-bidi-font-family:"Times New
Roman";mso-bidi-theme-font:major-bidi;
color:#4F81BD;mso-themecolor:accent1;letter-spacing:.75pt;mso-ansi-language:
EN-US">PhD 5: Privacy Preserving On-line Conformance Checking
(Lagendijk &
Van de Pol)<o:p></o:p></span></i></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Privacy enhancing techniques have been applied dominantly
to data
analysis problems (such as pattern recognition) and multimedia
algorithms (such
as recommendation engines). The goal of privacy preserving
on-line conformance
checking is to research the problem of privacy and security
protection in
software engineering for the first time. The central problem is
that
conformance checking algorithms may need to operate on event
data that is
sensitive in some way, for instance, contains user-related
information. Such
data can be anonymized or encrypted for protection, yet this
might affect the
accuracy of the conformance checking procedure. It will
therefore be necessary
to find an acceptable trade-off between the level of protection,
the utility of
the results obtained from the privacy-enhanced version of the
conformance
checking algorithm, and the additional computational overhead
introduced by the
anonymization or encryption process.</span><i><span
style="font-size:12.0pt;
line-height:115%;font-family:Cambria;mso-ascii-theme-font:major-latin;
mso-fareast-font-family:"Times
New Roman";mso-hansi-theme-font:major-latin;
mso-bidi-font-family:"Times New
Roman";mso-bidi-theme-font:major-bidi;
color:#4F81BD;mso-themecolor:accent1;letter-spacing:.75pt;mso-ansi-language:
EN-US"><o:p></o:p></span></i></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position contact Inald Lagendijk
(<a class="moz-txt-link-freetext" href="http://mmc.tudelft.nl/users/inald-lagendijk">http://mmc.tudelft.nl/users/inald-lagendijk</a>).
<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information on how to apply will follow via
<a class="moz-txt-link-freetext" href="http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/jobs/academic-jobs/">http://www.tudelft.nl/en/about-tu-delft/working-at-tu-delft/jobs/academic-jobs/</a>.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> <br>
</o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-fareast-font-family:
"Times New Roman"" lang="NL">PhD 6: Parallel Checking
and Prediction (Van de Pol &
Van der Aalst)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-fareast-font-family:
"Times New Roman";mso-ansi-language:EN-US">Based on
the models discovered by
online observations (Track 1), the goal of this research project
is to develop
scalable technology for predicting future system behavior (Track
3). Assuming
that the system’s components will behave similar to the process
models
learnt so far, (quantitative) model checking techniques will be
applied
to explore possible runs and interactions of the integrated
system. In order to
support online recommendations (Track 4), the model checking
results should be
available nearly instantaneously. This calls for parallel,
scalable algorithms
that will be run on local and national cloud infrastructure.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position: see </span><span lang="NL"><a
href="http://fmt.cs.utwente.nl/vacancies/"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://fmt.cs.utwente.nl/vacancies/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Jaco van de Pol (</span><span
lang="NL"><a href="http://fmt.cs.utwente.nl/%7Evdpol/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://fmt.cs.utwente.nl/~vdpol/</span></a></span><span
style="mso-ansi-language:EN-US">). <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information on the terms of employment: </span><span lang="NL"><a
href="http://www.utwente.nl/hr/en/terms-of-employment/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://www.utwente.nl/hr/en/terms-of-employment/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Marlies Oude Bos, HR
advisor,
e-mail: </span><span lang="NL"><a
href="mailto:m.oudebos@utwente.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">m.oudebos@utwente.nl</span></a></span><span
style="mso-ansi-language:EN-US">.<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l4 level1 lfo6"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">You can
apply directly using the following link: </span><span lang="NL"><a
href="http://tinyurl.com/3TU-BSR-PhD6"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://tinyurl.com/3TU-BSR-PhD6</span></a></span><span
style="mso-ansi-language:
EN-US">.<o:p></o:p></span></p>
<p class="MsoNormal"
style="margin-bottom:0cm;margin-bottom:.0001pt;text-align:
justify;line-height:normal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Postdoc 1: Software Analytics and Process Mining (Van der
Aalst)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">The postdoc will be involved in the supervision of the
PhDs based at Eindhoven
University of Technology (PhD positions 1 & 2). Moreover,
the postdoc will
also run the Eindhoven side of the 3TU.BSR "Big Software on the
Run"
research program. This also includes making sure that software
and application
efforts are integrated and coordinated between the different
subprojects. <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position contact Wil van der Aalst (</span><span
lang="NL"><a href="http://wwwis.win.tue.nl/%7Ewvdaalst/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://wwwis.win.tue.nl/~wvdaalst/</span></a></span><span
style="mso-ansi-language:EN-US">). <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">For more
information about the employment conditions contact Charl
Kuiters HR advisor,
e-mail: </span><span lang="NL"><a href="mailto:pzwin@tue.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">pzwin@tue.nl</span></a></span><span
style="mso-ansi-language:EN-US">. <o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l6 level1 lfo5"><!--[if !supportLists]--><span
style="font-family:Symbol;
mso-fareast-font-family:Symbol;mso-bidi-font-family:Symbol;mso-ansi-language:
EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">You can
apply by using the following link: </span><span lang="NL"><a
href="http://jobs.tue.nl/nl/vacature/postdoc-software-analytics-and-process-mining-206130.html"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://jobs.tue.nl/nl/vacature/postdoc-software-analytics-and-process-mining-206130.html</span></a></span><span
style="mso-ansi-language:EN-US"> or visit
<a class="moz-txt-link-freetext" href="http://jobs.tue.nl/en/vacancies.html">http://jobs.tue.nl/en/vacancies.html</a>,
choose Department of Mathematics and Computer Science and click
‘search’ to
find this vacancy (V32.2144).<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Postdoc 2 (TUD): Information will follow later.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoSubtitle" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">Postdoc 3: Monitoring, Testing and Conformance Checking
(Van de Pol)<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">This postdoc will investigate the frontier between
model-based testing,
runtime monitoring and conformance checking. The goal is to
evaluate and
improve test-generation techniques based on massive data
gathered from online
monitoring and the software development process, in
collaboration with TU Delft
(van Deursen) and TU Eindhoven (van der Aalst).<o:p></o:p></span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:
EN-US">The postdoc will be involved in the supervision of the
PhDs based at the
University of Twente (PhD positions 4 & 6). Moreover, the
postdoc will also
run the Twente side of the 3TU.BSR "Big Software on the Run"
research
program. This includes ensuring that software and application
efforts are
integrated and coordinated between the different subprojects. <o:p></o:p></span></p>
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EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information about this position: see </span><span lang="NL"><a
href="http://fmt.cs.utwente.nl/vacancies/"><span
style="mso-ansi-language:
EN-US" lang="EN-US">http://fmt.cs.utwente.nl/vacancies/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Jaco van de Pol (</span><span
lang="NL"><a href="http://fmt.cs.utwente.nl/%7Evdpol/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://fmt.cs.utwente.nl/~vdpol/</span></a></span><span
style="mso-ansi-language:EN-US">). <o:p></o:p></span></p>
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EN-US"><span style="mso-list:Ignore">·<span style="font:7.0pt
"Times New Roman"">
</span></span></span><!--[endif]--><span
style="mso-ansi-language:EN-US">More
information on the terms of employment: </span><span lang="NL"><a
href="http://www.utwente.nl/hr/en/terms-of-employment/"><span
style="mso-ansi-language:EN-US" lang="EN-US">http://www.utwente.nl/hr/en/terms-of-employment/</span></a></span><span
style="mso-ansi-language:EN-US"> or contact Marlies Oude Bos, HR
advisor,
e-mail: </span><span lang="NL"><a
href="mailto:m.oudebos@utwente.nl"><span
style="mso-ansi-language:EN-US" lang="EN-US">m.oudebos@utwente.nl</span></a></span><span
style="mso-ansi-language:EN-US">.<o:p></o:p></span></p>
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New Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA">You can apply directly using the
following link:
</span><span
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mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareast-theme-font:
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mso-level-number-position:left;
text-indent:-18.0pt;
font-family:"Courier New";
mso-bidi-font-family:Arial;}
@list l6:level6
{mso-level-number-format:bullet;
mso-level-text:;
mso-level-tab-stop:none;
mso-level-number-position:left;
text-indent:-18.0pt;
font-family:Wingdings;}
@list l6:level7
{mso-level-number-format:bullet;
mso-level-text:;
mso-level-tab-stop:none;
mso-level-number-position:left;
text-indent:-18.0pt;
font-family:Symbol;}
@list l6:level8
{mso-level-number-format:bullet;
mso-level-text:o;
mso-level-tab-stop:none;
mso-level-number-position:left;
text-indent:-18.0pt;
font-family:"Courier New";
mso-bidi-font-family:Arial;}
@list l6:level9
{mso-level-number-format:bullet;
mso-level-text:;
mso-level-tab-stop:none;
mso-level-number-position:left;
text-indent:-18.0pt;
font-family:Wingdings;}
ol
{margin-bottom:0cm;}
ul
{margin-bottom:0cm;}
-->
</style><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin-top:0cm;
mso-para-margin-right:0cm;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0cm;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:Calibri;
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-ansi-language:NL;}
</style>
<![endif]--><!--StartFragment--><!--EndFragment-->
</body>
</html>