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<p class="MsoNormal">***apologies if you receive this more than once***<o:p></o:p></p>
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<p class="MsoNormal" align="center" style="text-align:center"><img width="560" height="266" style="width:5.8333in;height:2.7731in" id="_x0000_i1025" src="https://file-eu.clickdimensions.com/turingacuk-ap7zg/files/dsggroupphoto_2mb52df.jpg"><o:p></o:p></p>
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<span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">The Turing is pleased to announce that they are offering new opportunities for early career researchers and post-docs to act as Data Study Group (DSG) Principal Investigators
(PIs) on the following challenges:</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%"><strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge owner</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">:
Estée Lauder</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%;word-wrap:break-word !important">
<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Understanding how machine learning can enhance
creativity and improve the customer experience of marketing campaigns</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Useful skills</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Computer vision, machine learning, interpretable
machine learning for computer vision</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge owner</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Dstl</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Reinforcement learning solutions for strategic
planning in simulations of defence scenarios.</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Useful skills</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Reinforcement learning</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"> <o:p></o:p></span></p>
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<span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Unlike other DSG challenges the focus of this challenge is AI and not data and will incorporate a number of researchers from outside academia.</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%"><strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge owner</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">:
CityMaas</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Challenge</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: Improve information quality on accessibility
for routes and places through data. </span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%;word-wrap:break-word !important">
<strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Useful skills</span></strong><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">: (Probabilistic) classifiers, geo-spatial
analysis</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"> <o:p></o:p></span></p>
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<span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">One of the most challenging parts of daily life for people with disabilities is travel. Accessible travel is inefficient due to poor infrastructure, such as a lack of
step-free access, and real-time accessibility information.</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%"><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">The deadline for applications is
<strong><span style="font-family:"Arial",sans-serif">Friday 9 November</span></strong>.
</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%;word-wrap:break-word !important">
<span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"> <o:p></o:p></span></p>
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<span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Training will be provided during the week commencing 16 November to support DSG PIs when scoping challenges and talking to industry/non-academic partners.</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%;word-wrap:break-word !important">
<span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"> <o:p></o:p></span></p>
<p style="margin:0cm;margin-bottom:.0001pt;line-height:120%;word-wrap:break-word !important">
<span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">Find out more about
</span><u><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Felink.turing.ac.uk%2Fc%2F6%2F%3FT%3DNTkyMDc5NzI%253AcDEtYjIwMzAzLTllZjhiM2I5YzIyNjQ0NWU5OWVjOTdlMjZkZmI5NDVm%253Ac2RkMUBzb3Rvbi5hYy51aw%253AY29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MQ%253AZmFsc2U%253AMTc%253A%253AaHR0cHM6Ly93d3cudHVyaW5nLmFjLnVrL2NvbGxhYm9yYXRlLXR1cmluZy9kYXRhLXN0dWR5LWdyb3Vwcz9fY2xkZWU9YzJSa01VQnpiM1J2Ymk1aFl5NTFhdyUzZCUzZCZyZWNpcGllbnRpZD1jb250YWN0LThiZTkwMDdlYTVhN2U4MTE4MTQxNzAxMDZmYWE1MjIxLWI1NzM2MTNiMGMyYTQ0ZjJhOWQ1M2U3NDI4OTY2MjgxJmVzaWQ9YTg0MTY2MjEtMDkxYS1lYjExLWE4MTMtMDAwZDNhN2VlZjll%26K%3D7a2BKI9lXzNXRjZbrkJj3Q&data=04%7C01%7C%7C0e39ec6fa899482c3ca908d87cdee054%7C4a5378f929f44d3ebe89669d03ada9d8%7C0%7C0%7C637396643964207474%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=FYPP9ROqfh2jvts%2FiWQbG%2BdWoCBqaM52FiATNFzLqlo%3D&reserved=0" originalsrc="http://elink.turing.ac.uk/c/6/?T=NTkyMDc5NzI%3AcDEtYjIwMzAzLTllZjhiM2I5YzIyNjQ0NWU5OWVjOTdlMjZkZmI5NDVm%3Ac2RkMUBzb3Rvbi5hYy51aw%3AY29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MQ%3AZmFsc2U%3AMTc%3A%3AaHR0cHM6Ly93d3cudHVyaW5nLmFjLnVrL2NvbGxhYm9yYXRlLXR1cmluZy9kYXRhLXN0dWR5LWdyb3Vwcz9fY2xkZWU9YzJSa01VQnpiM1J2Ymk1aFl5NTFhdyUzZCUzZCZyZWNpcGllbnRpZD1jb250YWN0LThiZTkwMDdlYTVhN2U4MTE4MTQxNzAxMDZmYWE1MjIxLWI1NzM2MTNiMGMyYTQ0ZjJhOWQ1M2U3NDI4OTY2MjgxJmVzaWQ9YTg0MTY2MjEtMDkxYS1lYjExLWE4MTMtMDAwZDNhN2VlZjll&K=7a2BKI9lXzNXRjZbrkJj3Q" shash="ac8FGKl7Llt630fUunTrYjBP0lxBsqEvtcFE+klpNq8rPvhoZVYheqPP2ARBoCqmSQzjnO8GnZ+B7YEMvQzszX2Q43IbZqpTp0KMSTZ3Z6rDnJKbo0LX7cnbY1uaIIbVJPBVZ1G/NPS3dOTSxWxTV20+eZNmfjfD7yvmNSMXhvk="><span style="color:#0067A5">Data
Study Groups (DSGs)</span></a></span></u><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050">
</span><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">and the role of a</span><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050">
<a href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Felink.turing.ac.uk%2Fc%2F6%2F%3FT%3DNTkyMDc5NzI%253AcDEtYjIwMzAzLTllZjhiM2I5YzIyNjQ0NWU5OWVjOTdlMjZkZmI5NDVm%253Ac2RkMUBzb3Rvbi5hYy51aw%253AY29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MQ%253AZmFsc2U%253AMTg%253A%253AaHR0cHM6Ly93d3cudHVyaW5nLmFjLnVrL2NvbGxhYm9yYXRlLXR1cmluZy9kYXRhLXN0dWR5LWdyb3Vwcy9nZXQtaW52b2x2ZWQtcGk_X2NsZGVlPWMyUmtNVUJ6YjNSdmJpNWhZeTUxYXclM2QlM2QmcmVjaXBpZW50aWQ9Y29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MSZlc2lkPWE4NDE2NjIxLTA5MWEtZWIxMS1hODEzLTAwMGQzYTdlZWY5ZQ%26K%3D9y-93Ot8YLoYdaZP7kJ3Yg&data=04%7C01%7C%7C0e39ec6fa899482c3ca908d87cdee054%7C4a5378f929f44d3ebe89669d03ada9d8%7C0%7C0%7C637396643964217424%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=yswezit2H5NAdLHKhZtSAgk0BoMpGFJs4G8C7DfjYA8%3D&reserved=0" originalsrc="http://elink.turing.ac.uk/c/6/?T=NTkyMDc5NzI%3AcDEtYjIwMzAzLTllZjhiM2I5YzIyNjQ0NWU5OWVjOTdlMjZkZmI5NDVm%3Ac2RkMUBzb3Rvbi5hYy51aw%3AY29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MQ%3AZmFsc2U%3AMTg%3A%3AaHR0cHM6Ly93d3cudHVyaW5nLmFjLnVrL2NvbGxhYm9yYXRlLXR1cmluZy9kYXRhLXN0dWR5LWdyb3Vwcy9nZXQtaW52b2x2ZWQtcGk_X2NsZGVlPWMyUmtNVUJ6YjNSdmJpNWhZeTUxYXclM2QlM2QmcmVjaXBpZW50aWQ9Y29udGFjdC04YmU5MDA3ZWE1YTdlODExODE0MTcwMTA2ZmFhNTIyMS1iNTczNjEzYjBjMmE0NGYyYTlkNTNlNzQyODk2NjI4MSZlc2lkPWE4NDE2NjIxLTA5MWEtZWIxMS1hODEzLTAwMGQzYTdlZWY5ZQ&K=9y-93Ot8YLoYdaZP7kJ3Yg" shash="SwnF1NF1vkmLBa2WNygEMlNsnmgP3TVUKQRBXG8vpw37tfnfDckQoSAs5qqTiqOlXbShzpR0w/YieIy+10KhwaZjRpCpinreRXjLEH+xAsesKHmV74gAH0rWCZAXdBBpLdy4Snq+MMxgNBmmAtONwxznQKGyjMDEGCfLWumpPNw=">
<span style="color:#0067A5">Principal Investigator (PI)</span></a>. </span><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">To apply, please send your CV and a cover letter to</span><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050">
<u><a href="mailto:datastudygroup@turing.ac.uk"><span style="color:#0067A5">datastudygroup@turing.ac.uk</span></a></u></span><span style="font-size:10.5pt;line-height:120%;font-family:"Arial",sans-serif;color:black">.</span><span style="font-size:8.5pt;line-height:120%;font-family:"Arial",sans-serif;color:#505050"><o:p></o:p></span></p>
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