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<p>The EISBM is hiring a developer for AI based on multiple oncology
data modalities.</p>
<p>
</p>
<h2><span style="mso-ansi-language:EN-GB" lang="EN-GB">Key words: </span></h2>
<p class="MsoNormal"><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Computational
systems biology, machine learning/AI, web platform, clinical
users’ acceptance.</span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-GB" lang="EN-GB">We are looking for
a dynamic and self-driven
candidate thrilled to join an international cross-disciplinary
team of
biologists, clinicians, epidemiologists and computer scientists
from academy
and industry in their effort to better understand and treat
solid tumour
cancers. </span></p>
<h2><span style="mso-ansi-language:EN-GB" lang="EN-GB">Scientific
project:</span></h2>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-GB" lang="EN-GB">This job offer is
in relation with an
Innovative Medicines Initiative (IMI) Research and Innovation
Actions project.
We aim at revolutionise oncology care in Europe by designing,
developing, and
delivering the first interoperable and GDPR-compliant European
real-world
oncology data and evidence generation platform, along with
decision support
toolsets for prostate, lung and breast cancer. By designing this
platform from
the onset based on the needs of the clinicians and patients in
an inclusive and
sustainable way, the project aims to strengthen shared
decision-making based on
innovative data and AI-driven technology and tools.</span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US">To achieve our
vision, we have united the key
partners from other data-driven European wide oncology
initiatives (PIONEER,
EHDEN, HARMONY) in our project along with Europe’s leading
clinicians in the
fields of breast, prostate and lung cancer. At the core of the
project are the
major guideline offices of the three indications, whilst the
project is further
strengthened by patient advocacy groups, professional societies
and 6 SMEs as
partners. The platform will build on existing open source
solutions such as the
OMOP-CDM , tranSMART and OHDSI ATLAS whilst developing novel AI
models based on
federated learning to facilitate knowledge discovery. At the
start of the
project, we will already have access to datasets covering over
120M people in
Europe, along with high quality data patient cohorts for AI
model building.
Moreover, the platform will be hosted in-kind on existing
infrastructure.
Finally, we envision sustainability of the platform through a
value-based
approach with various business models for commercial users.</span></p>
<h2><span style="mso-ansi-language:EN-US" lang="EN-US">Job context:
</span></h2>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-GB" lang="EN-GB">She/he will be part
of the association EISBM
led by Charles Auffray and based in the Lyon suburban area.
EISBM is an equal
opportunity employer offering attractive compensation packages
and flexible
working conditions.</span></p>
<h2 style="text-align:justify"><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Scope:
</span></h2>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Participation
in the development of AI models based on multiple data
modalities (clinical,
omics, imaging…) to answer several clinical research questions
selected within
the project.</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Integration
of those models with the project’s web platform and with
clinical
guidelines-based models developed in the project.</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Gathering
and prioritization of the user’s feedback (clinicians,
researchers) using the
AI models.</span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Participation
in the performance evaluation of the models and the web
platform, including the
level of use/acceptance by the users.</span></p>
<h2 style="text-align:justify"><span class="Titre2Car"><span
style="mso-ansi-language:EN-GB" lang="EN-GB">Skills</span></span><span
style="mso-ansi-language:EN-GB" lang="EN-GB">: </span></h2>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-GB" lang="EN-GB">Engineer degree
with 3+ years of experience,
master’s degree in computer science with 3+ years of experience
or PhD in
sciences with the relevant expertise in the following:</span></p>
<p class="MsoListParagraphCxSpFirst"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Machine
learning (R, python…)</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">AI
(deep learning, convolutional neural network, natural language
processing)</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Knowledge
of the OMOP common data model</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Federated
learning (e.g. NVIDIA Clara framework)</span></p>
<p class="MsoListParagraphCxSpMiddle"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Communication
skills within an inter-disciplinary team of clinicians,
patients,
epidemiologists</span></p>
<p class="MsoListParagraphCxSpLast"
style="text-align:justify;text-indent:-18.0pt;
mso-list:l0 level1 lfo1"><span
style="mso-ascii-font-family:Calibri;mso-fareast-font-family:Calibri;
mso-hansi-font-family:Calibri;mso-bidi-font-family:Calibri;mso-ansi-language:
EN-GB" lang="EN-GB"><span style="mso-list:Ignore">-<span
style="font:7.0pt "Times New Roman"">
</span></span></span><span style="mso-ansi-language:EN-GB"
lang="EN-GB">Fluent
in English</span></p>
<h2 style="text-align:justify"><span style="mso-ansi-language:EN-US"
lang="EN-US">Contract
details:</span></h2>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US">This contract will
be for up to 48 months,
starting in Q4 2021. </span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US">The salary will be
depending on qualifications
and experience, based on the pharmaceutical industry salary
grid. </span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US">The applicants
should send their CV, cover
letter and two references to: </span><a
href="mailto:jobs@eisbm.org"><span
style="mso-ansi-language:EN-US" lang="EN-US">jobs@eisbm.org</span></a><span
style="mso-ansi-language:EN-US" lang="EN-US">, with the
reference 'EISBM-07-21-AI-BBC'<br>
</span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US">Shortlisted
candidates will be invited for an
interview. <br>
</span></p>
<p class="MsoNormal" style="text-align:justify"><span
style="mso-ansi-language:EN-US" lang="EN-US"><br>
</span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"
lang="EN-US"> With my best regards, <br>
</span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"
lang="EN-US">Bertrand De Meulder, <br>
</span></p>
<p class="MsoNormal"><span style="mso-ansi-language:EN-US"
lang="EN-US">Senior Researcher, association EISBM<br>
</span></p>
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<tr>
<td style="width: 55px; padding-top: 18px;"><a href="https://www.avast.com/sig-email?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=emailclient" target="_blank"><img src="https://ipmcdn.avast.com/images/icons/icon-envelope-tick-round-orange-animated-no-repeat-v1.gif" alt="" width="46" height="29" style="width: 46px; height: 29px;" /></a></td>
<td style="width: 470px; padding-top: 17px; color: #41424e; font-size: 13px; font-family: Arial, Helvetica, sans-serif; line-height: 18px;">Garanti sans virus. <a href="https://www.avast.com/sig-email?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=emailclient" target="_blank" style="color: #4453ea;">www.avast.com</a> </td>
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