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JPMorganChase
Machine Learning Engineer (Applied AIML)JPMorganChase • Manila, Luzon, Philippines
Machine Learning Engineer (Applied AIML)

Machine Learning Engineer (Applied AIML)

JPMorganChase • Manila, Luzon, Philippines
3 days ago
Job description

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

  • Masters degree in statistics computer science engineering or a related quantitative field or bachelors 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




Required Experience:

IC


Employment Type : Full-Time
Experience: years
Vacancy: 1

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Machine Learning Engineer (Applied AIML) • Manila, Luzon, Philippines

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