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<p class="MsoNormal" style="mso-margin-bottom-alt:auto;mso-line-height-alt:12.05pt">
<b><span style="font-size:14.0pt;font-family:"Arial","sans-serif";color:#313131">Postdoc: Process Analytics for the European Data Science Academy<o:p></o:p></span></b></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;line-height:21.0pt"><b><span style="font-family:"Arial","sans-serif";color:#313131">Job description<o:p></o:p></span></b></p>
<p class="MsoNormal" style="margin-bottom:3.75pt;line-height:12.05pt"><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><o:p> </o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<b><span style="font-size:8.5pt;font-family:"Times New Roman","serif";color:#313131">Project</span></b><b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><br>
</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">The European Data Science Academy (EDSA) is a coordination and support action of the H2020-ICT-15-2014 Big data and Open Data Innovation and take-up program. EDSA The aim
is to contribute to capacity-building by designing and coordinating a network of European skills centers for big data analytics technologies and business development. TU/e (Eindhoven University of Technology) is one of the nine partners in this program focusing
on topics such as process mining and other types of process analytics. In this context we are looking for a Postdoc for the period from February 1st 2015 until January 31<sup>st</sup> 2018 (36 months).
<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><o:p> </o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Data Science Centre Eindhoven (DSC/e)</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><br>
The postdoc will join the Architecture of Information Systems (AIS) group at Eindhoven University of Technology (TU/e). AIS is one of the 28 research groups of the Data Science Centre Eindhoven (DSC/e). DSC/e is TU/e’s response to the growing volume and importance
of data and the need for data & process scientists (</span><span lang="NL"><a href="http://www.tue.nl/dsce/"><span lang="EN-US" style="font-size:8.5pt;font-family:"Arial","sans-serif"">http://www.tue.nl/dsce/</span></a></span><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">).
DSC/e is one the largest data science initiatives in the Netherlands and therefore involved in the European Data Science Academy (EDSA). The AIS group is one of the leading groups in the exciting new field of process mining (www.processmining.org). Process
mining techniques focus on process discovery (extracting process models from event logs), conformance checking (comparing normative models with the reality recorded in event logs), and extension (extending models based on event logs). The work resulted in
the development of the ProM framework that is widely used in industry and serves as a platform for new process mining techniques used by research groups all over the globe. Moreover, many of the techniques developed in the context of ProM have been embedded
in commercial tools. See also www.processmining.org.<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">European Data Science Academy (EDSA)<br>
</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">EDSA aims to deliver the learning tools that are crucially needed in order to educate the data scientists needed across Europe. Comprised of a consortium of academic and
industry institutions with an excellent track record in professional training in Big Data, open data, and business development; and with strong ties to a wide range of stakeholders in the global data economy, EDSA will implement a cross-platform, multilingual
data science curricula which will play a major role in the development of the next generation of European data practitioners. To meet this ambitious goal, the project will constantly monitor trends and developments in the European industrial landscape and
worldwide, and deliver learning resources and professional training that meets the present and future demands of data value chain actors across countries and vertical sectors. This includes demand analysis, data science curricula, training delivery and learning
analytics. EDSA will provide deployable educational material for data scientists and data workers and thousands of European data professionals trained in state-of-the-art data analytics technologies and capable of (co)operating in cross-border, cross-lingual
and cross-sector European data supply chains. TU/e will play an important role in the development of learning analytics based on process mining techniques. Specifically, we will monitor study behavior in detail (with careful consideration of privacy issues)
and provide insights into the actual learning experience. All events captured (e.g., watching videos or making online assignments) will be stored in a “process cube”, i.e., a data warehouse holding learning-related events and having dimensions based on student
attributes (age, experience, gender, nationality), deployment form, and other course characteristics. The process cube will be used to analyze differences between courses and students, e.g., create process models showing differences between students that pass
and those that fail. Next to using process mining for learning analytics, the postdoc will be involved in the development of curricula and learning resources focusing on the interplay between process science and data science. Note for example the MOOC Process
Mining Data Science in Action (</span><span lang="NL"><a href="https://www.coursera.org/course/procmin"><span lang="EN-US" style="font-size:8.5pt;font-family:"Arial","sans-serif"">https://www.coursera.org/course/procmin</span></a></span><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">).
The MOOC but also the video lectures at TU/e will be analyzed using process mining techniques.
<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<b><span style="font-size:8.5pt;font-family:"Times New Roman","serif";color:#313131">Position</span></b><b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><br>
</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">The postdoc will join the Architecture of Information Systems (AIS) group at Eindhoven University of Technology and focus on the interplay of process mining and data science
education. The appointment will be for the period from February 1st 2015 until January 31<sup>st</sup> 2018 (36 months).<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;line-height:21.0pt"><b><span style="font-family:"Arial","sans-serif";color:#313131">Job requirements<o:p></o:p></span></b></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<b><span style="font-size:8.5pt;font-family:"Times New Roman","serif";color:#313131">Requirements</span></b><b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><br>
</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">We are looking for candidates that meet the following requirements:<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;text-indent:-.25in;line-height:12.05pt;mso-list:l1 level1 lfo2">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#313131"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">a solid background in Computer Science or Data Science (demonstrated by Master and PhD degrees);<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;mso-add-space:auto;text-indent:-.25in;line-height:12.05pt;mso-list:l1 level1 lfo2">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#313131"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">a relevant PhD is expected (ideal candidates have a strong background in process/data mining and an interest in learning analytics);<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpLast" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;mso-add-space:auto;text-indent:-.25in;line-height:12.05pt;mso-list:l1 level1 lfo2">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:#313131"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">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="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;text-indent:-.25in;line-height:12.05pt;mso-list:l1 level1 lfo2">
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">good communicative skills in English, both in speaking and in writing;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">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" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:12.05pt">
<span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">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" style="margin-bottom:6.0pt;line-height:21.0pt"><b><span style="font-family:"Arial","sans-serif";color:#313131">Conditions of employment<o:p></o:p></span></b></p>
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<b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Conditions of employment<br>
</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">We offer:<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">a full-time temporary appointment for a period of 36 months;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">salary in accordance with CAO of the Dutch universities;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">support for your personal development and career planning including courses, summer schools, conference visits etc.;<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;text-indent:-.25in;line-height:12.05pt;mso-list:l3 level1 lfo4">
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">a broad package of fringe benefits (e.g. excellent technical infrastructure, child daycare, and excellent sports facilities).<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:6.0pt;line-height:21.0pt"><b><span style="font-family:"Arial","sans-serif";color:#313131">Information and application<o:p></o:p></span></b></p>
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<b><span style="font-size:8.5pt;font-family:"Times New Roman","serif";color:#313131">More information:</span></b><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"><o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">More information about this position contact prof.dr.ir. Wil van der Aalst (Full Professor), e-mail: </span><span lang="NL"><a href="mailto:w.m.p.v.d.aalst@tue.nl"><span lang="EN-US" style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#0067B3;text-decoration:none">w.m.p.v.d.aalst@tue.nl</span></a></span><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"> or
by telephone: +31 40 247 4295.<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:13.5pt;text-indent:-.25in;line-height:12.05pt;mso-list:l0 level1 lfo6">
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">More information about the employment conditions contact drs. Charl Kuiters (HR advisor), e-mail: </span><span lang="NL"><a href="mailto:pzwin@tue.nl"><span lang="EN-US" style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#0067B3;text-decoration:none">pzwin@tue.nl</span></a></span><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131"> or
by telephone: +31 40 247 2321.<o:p></o:p></span></p>
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<span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">The application should consist of the following parts:<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpFirst" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.25in;mso-add-space:auto;text-indent:-.25in;line-height:12.05pt;mso-list:l2 level1 lfo8">
<![if !supportLists]><span style="font-size:8.5pt;font-family:Symbol;color:#313131"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Cover letter explaining your motivation and qualifications for the position (the letter should show an understanding of process mining and the work done
within AIS, see websites such as </span><span lang="NL"><a href="http://www.processmining.org"><span lang="EN-US" style="font-size:8.5pt;font-family:"Arial","sans-serif"">www.processmining.org</span></a></span><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">
and the book "Process Mining: Discovery, Conformance and Enhancement of Business Processes");<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Detailed Curriculum Vitae;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">List of courses taken at the Bachelor and Master level including marks;<o:p></o:p></span></p>
<p class="MsoListParagraphCxSpMiddle" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:.25in;mso-add-space:auto;text-indent:-.25in;line-height:12.05pt;mso-list:l2 level1 lfo8">
<![if !supportLists]><span style="font-size:8.5pt;font-family:Symbol;color:#313131"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">List of publications and software artifacts developed;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Pointer to a copy of the PhD thesis and key publications;<o:p></o:p></span></p>
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</span></span></span><![endif]><span style="font-size:8.5pt;font-family:"Arial","sans-serif";color:#313131">Names of at least three referees.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:14.0pt;line-height:115%;color:red">Apply via
<a href="http://jobs.tue.nl/en/vacancy/postdoc-process-analytics-for-the-european-data-science-academy-206483.html">
<span style="color:red">http://jobs.tue.nl/en/vacancy/postdoc-process-analytics-for-the-european-data-science-academy-206483.html</span></a>.<o:p></o:p></span></p>
<p class="MsoNormal">Applications via e-mail will ignored!!<o:p></o:p></p>
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