Senior Manager, Data Science

Key Skills

Aartificial intelligence, Computer Vision (CV), Data science techniques, Deep Learning, Design, Linguistic, Machine learning techniques, Python Programming, PyTorch, Statistics, Transformer

Job Description

This is a new position. You will join a new cutting-edge Data Science team to advance the global drug development process. We are looking for candidates with experience modeling complex clinical, real-world data (RWD) and imaging data using machine learning, deep learning and computer vision algorithms. We are looking for hands-on technical state of the art practitioners. 

What you’ll do:

• Work with stakeholder to develop, implement and apply state-of-the-art algorithms to address key business problems
• Develop novel ways of integrating, mining, and visualizing diverse, high dimensional and disparate data sets
• Develop end to end image analysis pipelines and develop deep learning models on images
• Drive the development and implementation of innovative statistical methods, novel trial designs, etc.
• Drive translation of digital health analytics; use of modern data processing learning capabilities including ML, AI, deep learning, and beyond.
• Formulate, implement, test, and validate predictive models and implement efficient automated processes for producing modeling results at scale.
• Responsible for collaborating with cross-functional teams, including but not limited to, clinicians, data scientists, translational medicine scientists, statisticians, and IT professionals.
• Collaborate closely with medical professionals and clinicians to understand clinical requirements and translate them into actionable deep learning solutions
• Manage and coordinate limited resources to produce quality deliverables within timelines for competing priorities.
• Write high-quality code with documentation and follow best practices such as test-driven development and Python packaging.
• Publish research papers in top-tier conferences and journals.

Key Requirements:

• Ph.D. in a relevant quantitative field (i.e. Computational Biology, Computational Linguistics, Biostatistics, Statistics, Computer Science, etc.)
• 1+ years of experience as a professional Data Scientist after receiving a Ph.D.
• Proficient in Python and its libraries, especially PyTorch, to design, develop, and implement deep learning models for medical image analysis
• Deep expertise in Computer Vision, Deep Learning, Transformers, Self Supervised Learning.
• Capability to continuously track, evaluate, adapt the latest advancements in deep learning techniques and medical imaging research to benefit clinical study design
• Significant industry and track record of leading statistical innovation
• Experience developing statistical models and machine learning models on high dimensional data
• Experience in applying AI/ML to data generated from clinical trials, or electronic health records and modeling methods particularly in their application to pharma R&D
• Interest in clinical trial data interpretation and drug development processes

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 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

Physical 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.

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.