Trading Services Associate II

JPMorgan Chase JPMorgan Chase · Banking · Bengaluru, Karnataka, India · Commercial & Investment Bank

This role focuses on applying AI and data science techniques, including LLMs, to automate trade processing, document extraction, and data analysis within JPMorgan Chase's trading services. The primary output is the implementation of technology solutions for process optimization and risk management.

What you'd actually do

  1. Design and implement automation for document extraction, trade validation, process optimization, and data-driven decision-making using Alteryx, UiPath, Python, LLMs, and data science techniques.
  2. Lead comprehensive reviews and validation of OTC, note, and equity derivative trades—including structured and exotic products—ensuring accurate reconciliation in risk management systems and compliance with official documentation (Termsheet, Legal Confirmation, Pricing Supplement).
  3. Apply machine learning, NLP, OCR, and statistical modeling to analyze deal structures, risk attributes, and operational data, providing actionable insights and predictive models to support deal reviews and operational decisions.
  4. Develop automated reports, dashboards, and documentation for deal reviews, ensuring timely completion and adherence to business deadlines.
  5. Work closely with Operations, Risk, Trading, Legal, and Technology teams to resolve issues, strengthen risk controls, and deliver technology-driven solutions. Present findings and process enhancements to senior management and stakeholders.

Skills

Required

  • Alteryx
  • UiPath
  • Python
  • LLMs
  • data science tools
  • pandas
  • scikit-learn
  • TensorFlow
  • R
  • automation
  • document extraction
  • analytics
  • financial services
  • trading operations
  • trade lifecycle management
  • risk controls
  • financial products
  • equity derivatives
  • structured products
  • exotic products
  • options trading strategies
  • hedging techniques
  • automation frameworks
  • data analytics tools
  • SQL
  • Tableau
  • Power BI
  • machine learning
  • NLP
  • OCR
  • risk management systems
  • trading platforms
  • trade documentation
  • analytical skills
  • problem-solving skills
  • process improvements
  • communication skills
  • presentation skills
  • Microsoft Office

Nice to have

  • CFA
  • FRM
  • MBA
  • Alteryx certifications
  • UiPath certifications
  • AWS
  • Azure
  • Automation Anywhere
  • Data Science certifications
  • global equity markets
  • cross-border transactions
  • advanced data analysis techniques
  • financial technology platforms
  • cloud-based data solutions

What the JD emphasized

  • Hands-on experience with Alteryx, UiPath, Python, LLMs, and data science tools (e.g., pandas, scikit-learn, TensorFlow, R) for automation, document extraction, and analytics in financial services or trading operations.
  • Deep understanding of trade lifecycle management, risk controls, and financial products (equity derivatives, structured/exotic products), including options trading strategies and hedging techniques.
  • Proficiency in automation frameworks, data analytics tools (SQL, Tableau, Power BI), and machine learning/NLP/OCR technologies.

Other signals

  • automation
  • document extraction
  • data science
  • LLMs