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JPMorgan Chase & Co.
Machine Learning Engineer (Applied AI/ML)JPMorgan Chase & Co. • Metro Manila, National Capital Region, Philippines
Machine Learning Engineer (Applied AI/ML)

Machine Learning Engineer (Applied AI/ML)

JPMorgan Chase & Co. • Metro Manila, National Capital Region, Philippines
2 days ago
Job description

Build and improve machine learning models and analytics that translate data into measurable business outcomes.

Job Summary:

As a Senior Associate Data Scientist in Advanced Analytics and Machine Learning, you plan and deliver analytics projects that translate business problems into models and insights.

Job responsibilities:

  • Plan, develop, and execute analytical projects using appropriate techniques
  • Clarify problem statements by asking targeted questions and confirming scope, constraints, and success measures
  • Partner with developers to implement models and analytics deliverables and integrate enhancements into existing solutions
  • Build knowledge of business processes and modeling methods to improve solution quality and relevance
  • Evaluate and monitor performance of new and existing models using defined metrics and thresholds
  • Deliver models and analytics outputs on time and with documented assumptions and limitations
  • Improve models and automate recurring reports and procedures to reduce manual effort
  • Organize code and document model development, validation, and change history
  • Explore new data sources, techniques, and environments to enhance model accuracy and robustness
  • Communicate model results and analytical findings through clear presentations and visualization

Required qualifications, capabilities, and skills

  • Master’s degree in statistics, computer science, engineering, or a related quantitative field or bachelor’s degree plus three years of relevant experience
  • Experience with generative AI, including building agent-based workflows and retrieval-augmented generation systems
  • Working knowledge of XGBoost, random forest, and k-means algorithms
  • Advanced proficiency in data analysis and machine learning techniques
  • Intermediate programming proficiency in SQL and Python or R
  • Intermediate experience with data visualization tools (for example, Matplotlib or Tableau)
  • Experience applying supervised and unsupervised learning methods in practical use cases
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Machine Learning Engineer (Applied AI/ML) • Metro Manila, National Capital Region, Philippines

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