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Machine Learning Engineer

Georgia IT, Inc.

Key Facts

Remote From: 
Mexico
Full time
English

Roles & Responsibilities

  • 7plus years of experience
  • Retail domain experience
  • Proficiency in Python, PySpark, SQL, Scala, Spark
  • Familiarity with Scikit-learn, TensorFlow, PyTorch, XGBoost

Requirements:

  • Develop and deploy scalable ML models and pipelines
  • Build feature engineering workflows
  • Implement MLOps practices and automated retraining
  • Support production deployment and monitoring

Job description

Position Details:
  • Role: Machine Learning Engineer
  • Location: Mexico
  • Experience: 7+
  • Retail domain experience

Key Skills Required:
  • Python, PySpark, SQL, Scala, Spark
  • Scikit-learn, TensorFlow, PyTorch, XGBoost, MLflow
  • Databricks, Delta Lake
  • FastAPI / Flask
  • Docker, Kubernetes
  • Grafana, Azure Monitor
  • MLOps & Feature Engineering

Job Responsibilities:
  • Develop and deploy scalable ML models and pipelines
  • Build feature engineering workflows
  • Implement MLOps practices and automated retraining
  • Support production deployment and monitoring
  • Optimize ML systems and improve reliability
  • knowledge of A/B Testing or Causal Inference would be an added advantage.
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