Job Description Summary

The Data Scientist designs, builds, and operationalizes advanced analytics and machine learning models that enable predictive and prescriptive decisionmaking across BD's supply chain and business operations. This role combines strong statistical foundations with handson engineering and close collaboration with product and business teams.

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 crossfunctional, productoriented 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)

Required Skills

Optional Skills

Primary Work Location

IND Bengaluru - Technology Campus

Additional Locations

Work Shift

Senior ISC Data Scientist