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Senior Data Scientist

Posted 2024-10-27

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💎 Seniority level: Senior, 3+ years

📍 Location: Mexico

🔍 Industry: Fintech

🏢 Company: Oportun

🗣️ Languages: English

⏳ Experience: 3+ years

🪄 Skills: Project ManagementPythonSQLAgileMachine LearningSparkCommunication Skills

Requirements:
  • Master’s degree or PhD in Statistics, Mathematics, Computer Science, Engineering, Economics, or other quantitative disciplines (Bachelor’s degree with significant relevant experience will also be considered).
  • Hands-on experience with machine learning techniques, including Gradient Boosting, Logistic Regression, and Neural Networks.
  • 3+ years of experience in data extraction, cleaning, analysis, and building reusable data pipelines; proficient in SQL, Spark SQL, and/or Hive.
  • 3+ years of experience with modern machine learning toolsets and programming languages, especially Python.
  • Excellent written and oral communication skills.
  • Strong stakeholder management and project management skills.
  • Experience with AWS EMR, SageMaker, HDFS, Hive, Shell script, and other big data tools is a plus.
Responsibilities:
  • Develop data products and machine learning models used in Risk, Fraud, Collections, and portfolio management.
  • Build accurate and automated monitoring tools to track model performance.
  • Create a model deployment platform to expedite model implementation.
  • Establish end-to-end reusable pipelines from data acquisition to model output delivery.
  • Lead initiatives driving business value, including project planning and stakeholder management.
  • Facilitate Model Governance Activities, including Model Validations and Monitoring.
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