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ICE Mortgage Technology, Inc. Logo
Machine Learning Engineer

ICE Mortgage Technology, Inc.

 

Pune, Maharashtra, India

Posted On: 30+ days ago
Experience: 5+ years
Availability: Hybrid
Openings: 2
Category: Machine Learning Engineer
Tenure: Full-time Only
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Description

You will develop predictive models and manage ML pipelines to optimize ecommerce strategies and market share estimates.

Responsibilities

  • Collaborate with the senior data science team to model customer trends and improve market share estimates.
  • Own feature selection, model fine-tuning, and regression analyses.
  • Maintain and improve existing models by researching new data sources and fine-tuning algorithms.
  • Build data pipelines and split your time between data science (80%) and MLOps (20%) to ensure efficient model deployment.

Required Skills

  • 3-5 years of experience building Machine Learning solutions.
  • Proficiency in Python for data modeling, cleaning, and visualization.
  • Experience with SQL for querying databases and managing data workflows.
  • Strong understanding of machine learning techniques and model evaluation metrics.
  • Ability to analyze complex data and solve technical problems.
  • Experience working with databases and data science workflows.
  • Bachelor's or Master's degree in Data Science, Computer Science, Statistics, or a related field.

Education

Bachelor's

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