Scientist, Cheminformatics - Machine Learning & Artificial Intelligence
Company: Disability Solutions
Location: Princeton
Posted on: May 3, 2024
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Job Description:
Working with UsChallenging. Meaningful. Life-changing. Those
aren't words that are usually associated with a job. But working at
Bristol Myers Squibb is anything but usual. Here, uniquely
interesting work happens every day, in every department. From
optimizing a production line to the latest breakthroughs in cell
therapy, this is work that transforms the lives of patients, and
the careers of those who do it. You'll get the chance to grow and
thrive through opportunities uncommon in scale and scope, alongside
high-achieving teams rich in diversity. Take your career farther
than you thought possible.Bristol Myers Squibb recognizes the
importance of balance and flexibility in our work environment. We
offer a wide variety of competitive benefits, services and programs
that provide our employees with the resources to pursue their
goals, both at work and in their personal lives. Read more:
careers.bms.com/working-with-us .When you join BMS, you are joining
a diverse, high-achieving team united by a common mission. Bristol
Myers Squibb encompasses a broad range of disciplines to enable a
robust pipeline of drug candidates aimed at serious diseases.
Chemistry is a core capability in Small Molecule & Drug Discovery
with innovative scientists working in medicinal chemistry,
radiochemistry, analytical chemistry, and large-scale synthesis.
Within SMDD our Lead Discovery and Optimization (LDO) team is
responsible for high throughput screening, compound storage and
distribution, primary assays to support discovery programs, and
compound profiling to explore drug liabilities in vitro. LDO
scientists discover and adopt cutting edge assay technologies that
utilize state-of-the-art automation to drive speed and efficiency.
Our Molecular Structure and Design team embraces novel approaches
to computer-aided drug design, machine learning, and structural
biology. The integration of these disciplines provides a seamless
and highly interactive environment for discovery scientists to
learn, develop, and innovate. Working in partnership with our
disease area experts in the Thematic Research Centers provides an
exciting pathway to discover and deliver medicines to patients in
need. The Cheminformatics team within Bristol Myers Squibb is
seeking an exceptional scientist with an interest in the use of
artificial intelligence and machine learning for molecular design.
In this role, the selected candidate will use cutting edge
techniques to accelerate the drug discovery process from hit
identification through candidate nomination and will actively
participate directly on therapeutic projects. The scientist must
have a broad knowledge of modern data science methods with an
emphasis on machine learning to advance multi-objective molecular
design efforts. We are looking for expertise in generative
molecular design with applications to therapeutic projects. The
successful candidate must have a sufficient understanding of
chemistry and the ability to communicate with collaborative
scientists from a broad array of backgrounds. Key objectives for
this position will be to identify and use machine learning methods
to drive chemical structure optimization within the context of
therapeutic projects, and to enable other scientists within the
team to benefit from those tools and methods in their projects. The
selected candidate will join a research team with a track record of
pipeline impact across modalities and across therapeutic areas.
This is an exciting opportunity as we combine the best of
physics-based modeling with data analytics and machine learning to
accelerate drug discovery and bring benefit to patients. Basic
Qualifications: Bachelor's Degree with 5+ years of academic /
industry experience Or Master's Degree with 3+ years of academic /
industry experience Or Ph.D. and no experience required Preferred
Qualifications: Ph.D. with 0- 2+ years of relevant fields with a
focus in Artificial Intelligence or Machine Learning development
and applications to molecular design. Postdoctoral or industry
experience a plus. Experience in machine learning or artificial
intelligence work is critical, with cheminformatics, computational
chemistry, and/or molecular modeling experience a plus. Proficiency
in programming and scripting languages such as Python, C/C++,
and/or R etc. Expertise in a subset of machine learning and
cheminformatics libraries, such as TensorFlow, Kera's, PyTorch,
Pandas, Scikit-Learn, DeepChem, RDKit or OEchem is essential.
Sensitive to data. Critical assessment of experimental data and
combinations of different data sets. Incorporate data knowledge
into development and application of suitable machine learning
algorithms to produce meaningful predictive models. This position
will be operating in a multidisciplinary environment and a
willingness to collaborate across functional teams is essential. An
aptitude and desire to learn and apply new techniques is expected
as well as personal attributes of integrity, creativity, problem
solving, and a strong work ethic. Excellent communication skills
are a must. Track record of publications on peer-reviewed
scientific journals. If you come across a role that intrigues you
but doesn't perfectly line up with your resume, we encourage you to
apply anyway. You could be one step away from work that will
transform your life and career. Uniquely Interesting Work,
Life-changing CareersWith a single vision as inspiring as
Transforming patients' lives through science--- , every BMS
employee plays an integral role in work that goes far beyond
ordinary. Each of us is empowered to apply our individual talents
and unique perspectives in an inclusive culture, promoting
diversity in clinical trials, while our shared values of passion,
innovation, urgency, accountability, inclusion and integrity bring
out the highest potential of each of our colleagues.On-site
Protocol BMS has a diverse occupancy structure that determines
where an employee is required to conduct their work. This structure
includes site-essential, site-by-design, field-based and
remote-by-design jobs. The occupancy type that you are assigned is
determined by the nature and responsibilities of your role:
Site-essential roles require 100% of shifts onsite at your assigned
facility. Site-by-design roles may be eligible for a hybrid work
model with at least 50% onsite at your assigned facility. For these
roles, onsite presence is considered an essential job function and
is critical to collaboration, innovation, productivity, and a
positive Company culture. For field-based and remote-by-design
roles the ability to physically travel to visit customers, patients
or business partners and to attend meetings on behalf of BMS as
directed is an essential job function. BMS is dedicated to ensuring
that people with disabilities can excel through a transparent
recruitment process, reasonable workplace
accommodations/adjustments and ongoing support in their roles.
Applicants can request a reasonable workplace
accommodation/adjustment prior to accepting a job offer. If you
require reasonable accommodations/adjustments in completing this
application, or in any part of the recruitment process, direct your
inquiries to adastaffingsupport@bms.com . Visit careers.bms.com/
eeo -accessibility to access our complete Equal Employment
Opportunity statement. BMS cares about your well-being and the
well-being of our staff, customers, patients, and communities. As a
result, the Company strongly recommends that all employees be fully
vaccinated for Covid-19 and keep up to date with Covid-19 boosters.
BMS will consider for employment qualified applicants with arrest
and conviction records, pursuant to applicable laws in your
area.Any data processed in connection with role applications will
be treated in accordance with applicable data privacy policies and
regulations.
Keywords: Disability Solutions, Trenton , Scientist, Cheminformatics - Machine Learning & Artificial Intelligence, Other , Princeton, New Jersey
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