Senior ISC Data Scientist



 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

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Primary Work Location

IND Bengaluru - Technology Campus

Additional Locations

Work Shift