Senior ISC Data Scientist

BD; Bengaluru; On-site; INR 1,800,000 - 3,200,000; Full time

Job summary

BD, a global medical technology leader, seeks a Data Science/ML Engineer for its Bengaluru Technology Campus to translate business problems into analytical and ML use cases. You will engineer features, train and deploy models, monitor performance, and collaborate with Data Engineers and MLOps to ensure scalable, production-ready AI solutions.

The role requires a Master’s in data science or statistics with 3+ years of experience, plus strong Python/SQL skills and knowledge of ERP/SAP.

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.

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.

Skills

Statistics, ML & optimization

Python, SQL & distributed processing

Feature engineering & model lifecycle

Model monitoring & drift

MLOps & CI/CD

Responsible AI

Education

Master’s in data science / statistics / applied mathematics

3+ years of work experience

Tools

ERP/SAP/APS

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.

Primary Work Location

IND Bengaluru - Technology Campus