Principal Data Scientist, Knowledge Graphs and Precision Medicine
Company: Sanofi
Location: Reading
Posted on: May 12, 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:
#LI-SAAt Sanofi diversity and inclusion is foundational to how we
operate and embedded in our Core Values. We recognize to truly tap
into the richness diversity brings we must lead with inclusion and
have a workplace where those differences can thrive and be
leveraged to empower the lives of our colleagues, patients and
customers. We respect and celebrate the diversity of our people,
their backgrounds and experiences and provide equal opportunity for
all.
Keywords: Sanofi, Somerville , Principal Data Scientist, Knowledge Graphs and Precision Medicine, Healthcare , Reading, Massachusetts
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