Senior Manager, Data Science
Role Overview
BMS Digital Health is seeking a Senior Manager, Data Science to build and deliver hands-on, code-first analytics and algorithm development using wearable and sensor-derived longitudinal data . This role is for a data scientist who thrives in the details—owning work end-to-end from raw signals to validated outputs—spanning time-series QC, preprocessing, artifact handling, imputation, feature engineering, and modeling across accelerometry/actigraphy and cardio-respiratory signals (e.g., HRV, SpO₂ ). The ideal candidate enjoys writing production-quality Python in orchestration environments, applying rigorous validation, and collaborating across internal and external partners.
This is a highly hands-on individual contributor role . You will spend a significant portion of your time coding, debugging, reviewing PRs, and building reproducible pipelines and models.
Key Skills for This Role
Full Job Posting
Position Summary
BMS Digital Health is seeking a Senior Manager, Data Science to build and deliver hands-on, code-first analytics and algorithm development using wearable and sensor-derived longitudinal data . This role is for a data scientist who thrives in the details—owning work end-to-end from raw signals to validated outputs—spanning time-series QC, preprocessing, artifact handling, imputation, feature engineering, and modeling across accelerometry/actigraphy and cardio-respiratory signals (e.g., HRV, SpO₂ ). The ideal candidate enjoys writing production-quality Python in orchestration environments, applying rigorous validation, and collaborating across internal and external partners.
This is a highly hands-on individual contributor role . You will spend a significant portion of your time coding, debugging, reviewing PRs, and building reproducible pipelines and models.
What You’ll Do (Hands-on Responsibilities)
- Build and maintain Python pipelines for wearable time-series data, including: QC , preprocessing, and sensor artifact removal Imputation (baseline through advanced methods) and feature engineering based on clinical concepts of interest EDA and signal characterization for accelerometry/actigraphy, HRV, and SpO₂ Signal processing and signal detection
- QC , preprocessing, and sensor artifact removal
- Imputation (baseline through advanced methods) and feature engineering based on clinical concepts of interest
- EDA and signal characterization for accelerometry/actigraphy, HRV, and SpO₂
- Signal processing and signal detection
- Develop and validate models for longitudinal sensor data using: Frequency / time-frequency representations , digital filtering, and representation learning Quantitative characterization of physiological and clinically meaningful measures provably associated with disease progression or subtyping. Deep learning approaches (Transformers and/or ensembles) with model explainability techniques where appropriate
- Frequency / time-frequency representations , digital filtering, and representation learning
- Quantitative characterization of physiological and clinically meaningful measures provably associated with disease progression or subtyping.
- Deep learning approaches (Transformers and/or ensembles) with model explainability techniques where appropriate
- Apply statistically rigorous approaches to repeated-measures data: Longitudinal statistical modeling (e.g., mixed effects / hierarchical models) Study-appropriate strategies for within-subject dynamics and missingness
- Longitudinal statistical modeling (e.g., mixed effects / hierarchical models)
- Study-appropriate strategies for within-subject dynamics and missingness
- Implement strong evaluation practices and reproducible research standards: Nested CV , LOO , and/or OOB methods where appropriate Reproducible experimentation, documentation, and well-structured codebases
- Nested CV , LOO , and/or OOB methods where appropriate
- Reproducible experimentation, documentation, and well-structured codebases
- Collaborate actively with internal stakeholders (clinical, stats, engineering, product) and external partners / third-party analytics providers , including QC and validation of vendor-derived outputs.
- Contribute to team excellence via code reviews, technical mentorship (scope depends on level), and raising engineering rigor.
Required Qualifications
- PhD (preferred) or MS with strong experience in Data Science, Biostatistics, Biomedical Engineering, Computer Science , or related field.
- PhD 3-5 years, MS 6-9 years, prior experience working on digital health initiatives within pharma industry, medical devices etc..
- Demonstrated hands-on experience with time-series sensor data , including: QC, preprocessing, artifact handling, imputation, feature engineering for accelerometry/actigraphy Experience with HRV and/or SpO₂
- QC, preprocessing, artifact handling, imputation, feature engineering for accelerometry/actigraphy
- Experience with HRV and/or SpO₂
- Strong Python skills with evidence of shipping code: Clean, testable code; object-oriented design ; modular pipelines Git/version control , code reviews, and collaborative development practices
- Clean, testable code; object-oriented design ; modular pipelines
- Git/version control , code reviews, and collaborative development practices
- Experience with longitudinal statistical modeling for repeated measures data.
- Proven ability to translate analytical work into clear deliverables and communicate results to technical and non-technical stakeholders.
Preferred Qualifications (one or more of the following)
- “Navigational physics” experience for movement data and/or biomechanical analysis (a plus): quaternions, Euler angles, dead-reckoning , orientation/heading estimation, etc.
- Familiarity with sleep analytics and/or circadian cosinor modeling (or willingness to learn open-source libraries).
- Experience managing or integrating third-party analytics (e.g., actigraphy QC workflows) and validating vendor outputs.
- Experience with scalable compute and deployment patterns, including: AWS experience; multi-GPU instances and parallelization for model training/inference
- AWS experience; multi-GPU instances and parallelization for model training/inference
Why Join Us
Work at the intersection of digital biomarkers, machine learning, and clinical development
Partner with multidisciplinary teams to advance analytics from real-world and trial-based wearable signals
Build practical, validated solutions with high impact— and write the code that delivers them
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 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.
Supporting People with Disabilities
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 [email protected] . Visit careers.bms.com/ eeo -accessibility to access our complete Equal Employment Opportunity statement.
Candidate Rights
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: https://careers.bms.com/california-residents/
Data Protection
We will never request payments, financial information, or social security numbers during our application or recruitment process. Learn more about protecting yourself at https://careers.bms.com/fraud-protection .
Any data processed in connection with role applications will be treated in accordance with applicable data privacy policies and regulations.
If you believe that the job posting is missing information required by local law or incorrect in any way, please contact BMS at [email protected] . Please provide the Job Title and Requisition number so we can review. Communications related to your application should not be sent to this email and you will not receive a response. Inquiries related to the status of your application should be directed to Chat with Ripley.
About Bristol Myers Squibb
Transforming patients' lives through science.
Visit company websiteJobs and hiring trendsApply for this job in 1 click
Skip the repetitive application forms
Install the Base Career Chrome Extension and autofill job applications across major job boards with your profile.
Trusted by over 500,000 job seekers on Base Career
More from this employer
More jobs at Bristol Myers Squibb
Executive Director, Global Marketing Systems & AI Capabilities Lead
Princeton, USA
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Senior Scientist, Drug Product Analytical Science and Technology (ASAT), Cell Therapy
, USA
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Senior Platform Reliability Engineer, Infrastructure and MLOps
Hyderabad, IND
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Director, Precision Medicine
Princeton, USA
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Analytics Engineer II, Commercialization
Hyderabad, IND
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Indirect Tax Accountant
Chester, GBR
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Senior Scientist
Devens, USA
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Manager, Imaging Management Lead
Hyderabad, IND
At Bristol Myers Squibb, our employees often ask, “Who are you working for?”—a question that fuels collaboration, accountability, and urgency in our work. Our purpose-driven culture inspires us to discover, develop, and
Executive Director, Global Marketing Systems & AI Capabilities Lead
Princeton, USA
Senior Scientist, Drug Product Analytical Science and Technology (ASAT), Cell Therapy
, USA
Senior Platform Reliability Engineer, Infrastructure and MLOps
Hyderabad, IND
Director, Precision Medicine
Princeton, USA
Analytics Engineer II, Commercialization
Hyderabad, IND
Indirect Tax Accountant
Chester, GBR
Senior Scientist
Devens, USA
Manager, Imaging Management Lead
Hyderabad, IND