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EXL

Data Scientist

EXL Gurugram, Haryana, India

Business Consulting and Services · 10,001+ employees

6 h ago
data-scientist Mid (2-5 yrs) Full-time India
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About the role

The role involves building end-to-end automated machine learning pipelines and developing scalable ETL/ELT workflows using Python and PySpark. Additionally, the candidate will manage MLOps processes, including CI/CD implementation, model deployment, and integration with insurance systems.

What they look for

Python PySpark ETL ELT Machine Learning MLOps CI/CD Data Engineering Feature Engineering Model Deployment API Development Containerization Data Ingestion Model Monitoring Insurance Analytics

Requirements

Candidates must hold a Bachelor's or Master's degree in Engineering. The position requires 3-6 years of relevant experience in Python programming and predictive model development.

Full description

  • Build reusable Python modules for:
  • Data preparation
  • Feature engineering
  • Model training
  • Hyperparameter tuning
  • Model evaluation
  • Model scoring
  • Model validation

•

  • Develop configurable workflows to reduce model development turnaround time.

Responsibilities

  • Build end-to-end automated pipelines.
  • Develop scalable ETL/ELT workflows using Python and PySpark.
  • Automate data ingestion, transformation, validation, and feature generation processes.
  • Implement metadata-driven and reusable pipeline architectures.

MLOps & Deployment

  • Develop and maintain CI/CD pipelines for ML solutions.
  • Package and deploy models as APIs, batch services, or containerized applications.
  • Integrate models with underwriting, claims, and pricing systems.

Implement model versioning, model registry integration, and release management processes

Qualifications

Bachelor's/Master's in Engineering 3-6 years

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