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    Associate Director, Cheminformatics Machine Learning - San Diego, United States - Bristol Myers Squibb

    Bristol Myers Squibb
    Bristol Myers Squibb San Diego, United States

    1 week ago

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    Full time
    Description
    Working with Us
    Challenging. 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:
    .

    BMS 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 scientific leader interested in 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.


    In addition to the hands-on project and portfolio role, the selected candidate will lead a small team of computational scientists and have the chance to participate in and lead several matrix teams across the organization.


    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 comprehensive knowledge of drug discovery, a sufficient understanding of chemistry and the ability to communicate with collaborative scientists from a broad array of backgrounds.


    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 12+ years of academic / industry experience

    Or

    Master's Degree with 10+ years of academic / industry experience

    Or

    PhD with 8+ years of academic / industry experience

    With 4+ years of leadership experience


    Preferred Qualifications:
    Ph.
    D.

    with 8+ 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.

    4+ years of leadership or people management experience

    Experience in machine learning or artificial intelligence and cheminformatics is critical. Pharmaceutically relevant 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, Keras, 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.


    For California Sites - The starting compensation for this job is a range from $159,000 - $220,000 , plus incentive cash and stock opportunities (based on eligibility).

    The starting pay takes into account characteristics of the job, such as required skills and where the job is performed.

    Final, individual compensation is decided based on demonstrated experience. For more on benefits, please visit our BMS Careers site. Eligibility for specific benefits listed in our careers site may vary based on the job and location.


    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 Careers

    With a single vision as inspiring as Transforming patients' lives through scienceTM , 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 .

    Visit 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.

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