Scientist - Machine Learning & Cheminformatics for Drug Design Job at Bristol-Myers Squibb, San Diego, CA

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  • Bristol-Myers Squibb
  • San Diego, CA

Job Description

Overview We seek an enthusiastic and team-oriented scientist to join our Cheminformatics and Machine Learning Team. This individual will directly contribute to small molecule discovery projects that advance drug candidates from hit identification through candidate nomination with a focus on protein degradation. The successful candidate will perform key research activities, including: applying machine learning methods to accelerate lead identification and optimization in therapeutic projects disseminating successful approaches across the computational chemistry department to enable uptake and impact across the discovery portfolio The scientist must have broad data science knowledge with an emphasis on cheminformatics-oriented machine learning to advance multi-objective molecular design efforts (potency, ADME, safety). Expertise in generative molecular design to influence medicinal chemistry would be beneficial. The successful candidate must have 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. Qualifications Basic Qualifications Ph.D. and no experience required, OR Master’s Degree with 3+ years of academic / industry experience, OR Bachelor’s Degree with 5+ years of academic / industry experience. Strong experience in AI/ML is critical, in addition to experience with cheminformatics, computational chemistry, and/or molecular modeling. Computer programming experience, especially with languages such as Python and SQL. Preferred Qualifications Ph.D. with 0- 2+ years of relevant fields with a focus in AI/ML development and applications to molecular design. Postdoctoral or industry experience a plus. Practical experience with modern ML/cheminformatics packages (PyTorch, Polars, scikit-learn, RDKit, DeepChem, OEchem) are essential, and end-to-end deployment of molecular-design models in research or production environments is a plus. Experience in the critical assessment of experimental data, large dataset handling, and chemistry representations. Demonstrated ability to leverage domain knowledge during ML model development in pursuit of novel insights. This position will operate 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 in peer-reviewed scientific journals is a plus. #LI-Hybrid Compensation and Benefits Compensation Overview: San Diego - CA - US: $135,010 - $163,605. The starting compensation range for this role is listed above for a full-time employee (FTE) basis. Additional incentive cash and stock opportunities (based on eligibility) may be available. The starting pay rate takes into account characteristics of the job, such as required skills, where the job is performed, the employee’s work schedule, job-related knowledge, and experience. Final, individual compensation will be decided based on demonstrated experience. Eligibility for specific benefits listed on our careers site may vary based on the job and location. For more on benefits, please visit careers.bms.com/life-at-bms. Benefit offerings are subject to the terms and conditions of the applicable plans then in effect and may include the following: Medical, pharmacy, dental and vision care. Wellbeing support such as the BMS Living Life Better program and employee assistance programs (EAP). Financial well-being resources and a 401(K). Financial protection benefits such as short- and long-term disability, life insurance, supplemental health insurance, business travel protection and survivor support. Work-life programs include paid national holidays and optional holidays, Global Shutdown Days between Christmas and New Year’s holiday, up to 120 hours of paid vacation, up to two (2) paid days to volunteer, sick time off, and summer hours flexibility. Parental, caregiver, bereavement, and military leave. Family care services such as adoption and surrogacy reimbursement, fertility/infertility benefits, support for traveling mothers, and child, elder and pet care resources. Other perks like tuition reimbursement and a recognition program. Uniquely Interesting Work, Life-changing Careers With 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 a supportive culture, promoting global participation 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 an 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. If you live in or expect to work from Los Angeles County if hired for this position, please visit this page for important additional information: careers.bms.com/california-residents/ Any data processed in connection with role applications will be treated in accordance with applicable data privacy policies and regulations. #J-18808-Ljbffr Bristol-Myers Squibb

Job Tags

Full time, Temporary work, Summer work, Live in, Remote work, Shift work,

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