Principal Data Scientist, Knowledge Graphs and Precision Medicine
Company: Sanofi
Location: Cambridge
Posted on: June 20, 2022
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Job Description:
About the Company:Sanofi is a global life sciences company
committed to improving access to healthcare and supporting the
people we serve throughout the continuum of care. From prevention
to treatment, Sanofi transforms scientific innovation into
healthcare solutions, in human vaccines, rare diseases, multiple
sclerosis, oncology, immunology, infectious diseases, diabetes and
cardiovascular solutions and consumer healthcare. More than 110,000
people in over 100 countries at Sanofi are dedicated to make a
difference on patients' daily life, wherever they live and enable
them to enjoy a healthier life. As a company with a global vision
of drug development and a highly regarded corporate culture, Sanofi
is recognized as one of the best pharmaceutical companies in the
world and is pioneering the application of Artificial Intelligence
(AI) in the R&D organization including drug discovery, chemical
manufacturing and control, translational research, clinical
development, and regulatory document management and submission.
Details of the organization and the company's mission and goals can
be found on our website
(http://www.sanofi.us/l/us/en/index.jsp).Overview:Artificial
Intelligence (AI) and Machine Learning (ML) algorithms can
significantly speed up drug discovery and shorten drug development
and identification of patients for clinical trials thereby creating
better medicines that save lives. AI and Deep Analytics (AIDA) is a
critical group in Digital and Data Science (DDS) organization at
Sanofi R&D focused on applications of AI/ML and Deep Learning
(DL) in drug design, multi-omics diseases modeling, drug
development, and analysis of outcomes of clinical trials. -Our
existing research and development areas include Omics Data Science
applied to single-cell RNA sequences, multi-omics data integration,
and real word data (RWD); Biologics Drug Design; Natural Language
Processing (NLP); Deep Learning-based Imaging and bioimaging for
digital pathology and Spatial Biology; digital signal processing
(DSP) and machine learning applied to digital health and
patient-generated data from wearables. - - -Scientists in our team
come from diverse backgrounds in computational sciences and
engineering with deep expertise in AI/ML, deep learning,
biostatistics, and algorithms. -We are seeking a Principal Data
Scientist to join the AI and Deep Analytics (AIDA), Omics Data
Science (ODS) team. ODS closely interacts with all Precision
Medicine groups at Sanofi R&D.The successful candidate will
have extensive experience in biomedical knowledge graphs
development and graph representation learning. Strong expertise in
advanced statistics, machine & deep learning, with published
studies aimed at identifying causality in complex heterogenous
biomedical networks, is mandatory. An experience in integrating
patient records (EHR) into biomedical knowledge graphs would be a
plus. The candidate should also have excellent oral and written
communication skills, the ability to learn and acquire new
techniques and methodologies as well as a strong tropism for
teamwork.The candidate is expected to lead and execute analytical
strategies for patient deep phenotyping using public data,
molecular, real-world, and clinical data for new indication
identification, disease endotype characterization, and drug
repurposing.The candidate will directly report to the Director of
Omics data science Sanofi R&D.The responsibilities of the
principal data scientist in AI and Deep Analytics will include: - -
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Keywords: Sanofi, Cambridge , Principal Data Scientist, Knowledge Graphs and Precision Medicine, Healthcare , Cambridge, Massachusetts
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