You will be taken to Becton Dickinson (BD)’s own careers page to apply.
Job description
We are the people who give possibilities purpose
BD is one of the largest global medical technology companies in the world. Advancing the world of health™ is our Purpose, and it’s no small feat. It takes the imagination and passion of all of us—from design and engineering to the manufacturing and marketing of our billions of MedTech products per year—to look at the impossible and find transformative solutions that turn dreams into possibilities.
Job Description Key Responsibilities
Frame business problems into analytical and machine learning use cases.
Engineer features and develop predictive and prescriptive models.
Train, evaluate, validate, and deploy models for production use.
Monitor model performance, drift, and retraining needs.
Collaborate with Data Engineers and MLOps to ensure scalable deployments.
Automate ML workflows (CI/CD) and manage Mlflow registry
Ensure compliance with data governance, ethical AI, and responsible AI standards.
Communicate insights, assumptions, and outcomes to business stakeholders.
Working Relationships
Partners with Data Engineers, Data/AI Product Owners, Business Product Owners and Legal/Compliance Teams
Technical Skill Requirements Experience Required- 4- 9 Years
Statistics, machine learning, and optimization techniques
Python, SQL, and distributed data processing
Feature engineering and model lifecycle management
Model monitoring, drift detection, and retraining
MLOps and CI/CD for analytics solutions
Responsible and ethical AI practices
Required Qualifications
Strong academic or professional background in data science, statistics, or applied mathematics. Master’s Degree preferred with at least 3 years of work experience.
Proven experience building and deploying ML models in production environments.
Experience and knowledge of ERP, SAP systems and APS
Experience working in cross‑functional, product‑oriented teams.
Skills & Proficiency Targets •Feature Engineering (Deltra/Feature Store) – Expert •Mlflow Experiments/Registry – Expert •Model Monitoring & Drift – Expert •Serving (Batch/Real-time)- Proficient •Statistics & ML – Working •Python/SQL/Spark – Proficient •ML Ops on Databricks – Proficient •Responsible AI – Working
Databricks Academy / Learning Paths •ML Practitioner/ Learning Path
Feature Engineering & Feature Store
Mlflow Experiments & Model Registry
Serving & Monitoring on Databricks
Recommended Certifications
Databricks Machine Learning Professional
Dtabricks ML Practitioner
Axure Data Scientist (DP-100)
Tensorflow Developer
Responsible AI ( Microsoft/edX)
Why Join Us? To find purpose in the possibilities, we need people who can see the bigger picture, who understand the human story that underpins everything we do. We welcome people with the imagination and drive to help us reinvent the future of healthcare. At BD, you’ll discover a culture in which you can learn, grow and thrive.
We believe that when people connect in person, we learn faster, collaborate more deeply, and build a stronger culture. Join us and enjoy a culture where face-to-face collaboration supports your learning, your progress, and your success.
To learn more about BD visit https://bd.com/careers.
Becton, Dickinson, and Company is an Equal Opportunity Employer. We evaluate applicants without regard to race, color, religion, age, sex, creed, national origin, ancestry, citizenship status, marital or domestic or civil union status, familial status, affectional or sexual orientation, gender identity or expression, genetics, disability, military eligibility or veteran status, and other legally protected characteristics. Required Skills Optional Skills
. Primary Work Location IND Bengaluru - Technology Campus
