Cheminformatics/Artificial Intelligence/Machine Learning Scientist
Company: Bristol Myers Squibb
Location: Cambridge
Posted on: March 18, 2023
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: 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. 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 experienceOrMaster's
Degree with 3+ years of academic / industry experienceOrPh.D. and
no years of experiencePreferred Qualifications:
- Ph.D. with 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.#QLR 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
ProtocolPhysical presence at the BMS worksite or physical presence
in the field is a necessary job function of this role, which the
Company deems critical to collaboration, innovation, productivity,
employee well-being and engagement, and it enhances the Company
culture.COVID-19 InformationTo protect the safety of our workforce,
customers, patients and communities, the policy of the Company
requires all employees and workers in the U.S. and Puerto Rico to
be fully vaccinated against COVID-19, unless they have received an
exception based on an approved request for a medical or religious
reasonable accommodation. -Therefore, all BMS applicants seeking a
role located in the U.S. and Puerto Rico must confirm that they
have already received or are willing to receive the full COVID-19
vaccination by their start date as a qualification of the role and
condition of employment. -This requirement is subject to state and
local law restrictions and may not be applicable to employees
working in certain jurisdictions such as Montana. This requirement
is also subject to discussions with collective bargaining
representatives in the U.S.BMS is dedicated to ensuring that people
with disabilities can perform complex functions through a
transparent recruitment process, reasonable workplace adjustments
and ongoing support in their roles. Applicants can request an
accommodation prior to accepting a job offer. If you require
reasonable accommodation in completing this application, or in any
part of the recruitment process, direct your inquiries to . Visit
to access our complete Equal Employment Opportunity statement.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: Bristol Myers Squibb, Cambridge , Cheminformatics/Artificial Intelligence/Machine Learning Scientist, Other , Cambridge, Massachusetts
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