Sr Machine Learning Scientist

PayPal PayPal · Fintech · Dublin, County Dublin, Ireland · Machine Learning Engineering

This role focuses on designing, developing, and implementing machine learning models and algorithms for fraud prevention. It involves building scalable ML pipelines, ensuring data quality, and deploying models into production environments, collaborating with cross-functional teams to integrate ML models into products and services, and monitoring their performance.

What you'd actually do

  1. Develop and optimize machine learning models for various applications.
  2. Preprocess and analyze large datasets to extract meaningful insights.
  3. Deploy ML solutions into production environments using appropriate tools and frameworks.
  4. Collaborate with cross-functional teams to integrate ML models into products and services.
  5. Monitor and evaluate the performance of deployed models.

Skills

Required

  • Experience with ML frameworks like TensorFlow, PyTorch, or scikit-learn.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and tools for data processing and model deployment.
  • Several years of experience in designing, implementing, and deploying machine learning models.

What the JD emphasized

  • designing, implementing, and deploying machine learning models

Other signals

  • deploying models into production environments
  • scalable ML pipelines
  • enhance services through innovative AI/ML solutions