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ICE Mortgage Technology, Inc. Logo
Machine Learning Engineer

ICE Mortgage Technology, Inc.

 

Pune, Maharashtra, India

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

You will build predictive models and manage ML pipelines to optimize ecommerce strategies and market share estimates, splitting time between data science (80%) and MLOps (20%).

This role is on-site.

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 refining algorithms.
  • Build data pipelines 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 degree in Data Science, Computer Science, Statistics, or a related field.

Preferred Skills

  • Master's degree in a related technical field.
  • Experience with MLOps practices and model deployment pipelines.

Education

Bachelor's

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