Model Governance and Risk Senior Analyst

4 days ago


Chicago, Illinois, United States Interactive Brokers Full time
About Interactive Brokers

This is a hybrid role (three days in the office/two days remote) at a leading financial services company.

Interactive Brokers Group has been consistently at the forefront of trading innovation, starting with the invention of the first floor-based handheld computer in 1983. We pride ourselves on being primarily a technology company and challenging the status quo. We push boundaries to offer our clients the best trading platform with the most sophisticated features at the lowest cost. Software development is the lifeblood of our firm, and it shows in our stellar brokerage platform. Interactive Brokers is regularly recognized as a leader in the financial services industry.

Job Summary

We are seeking a highly motivated and exceptional Senior Model Governance Analyst to join our global Model Governance and Analytics team. The successful candidate will work on maintaining and executing the firm's model governance framework, ensuring compliance with regional and global anti-terrorist financing, sanctions, AML, and securities laws and regulations.

Key Responsibilities
  • Conduct testing and tuning for AML and Trade Surveillance Reports/Models
  • Conduct performance testing of machine learning (ML) and artificial intelligence (AI) models
  • Validate algorithm and programming logic in Python, SQL, and Java
  • Develop codes in Python and SQL to perform quantitative analysis on financial crime data and data quality testing
  • When required, conduct independent development of ML and other models as part of validation or internal research
  • Create and maintain documentation on tuning reports, tuning schedules, and data analyses
  • Review ML/AI model documentation against governance procedures and regulatory expectations as part of testing and tuning
  • Develop and update model tuning plans
  • Upkeep the model governance framework and all supporting documentation
  • Participate in meetings with key model governance and other regional leadership stakeholders to ensure the effective governance and oversight of model identification, development, use, and evaluation processes
  • Assess model documentation, including development, monitoring, and implementation documentation, for completeness against program standards and templates
  • Conduct testing and tuning for AML and Trade Surveillance Reports/Models
Requirements
  • Quantitative bachelor's degree (i.e., computer science, physics, mathematics, or engineering)
  • 3+ years of hands-on experience in programming and/or ML/AI implementation
  • Basic knowledge of AML risks and Trade Surveillance concepts
  • Ability to communicate technical context to non-technical audience
  • Intermediate level of programming: Python and SQL
  • Intermediate level of understanding in ML/AI concepts, which includes Model algorithms, Feature importance, and Sensitivity analysis (precision-recall)
  • Basic knowledge of Java and Python packages (scikit-learn, Plotly, catboost, seaborn)
  • Ability to work independently and as a team contributor to effectively prioritize tasks in a fast-paced environment
What We Offer
  • Competitive salary, annual performance-based bonus, and stock grant
  • Retirement plan 401(k) with a competitive company match
  • Excellent health and wellness benefits, including medical, dental, and vision benefits, and a company-paid medical healthcare premium
  • Wellness screenings and assessments, health coaches, and counseling services through an Employee Assistance Program (EAP)
  • Paid time off and a generous parental leave policy
  • Daily company lunch allowance provided, and a fully stocked kitchen with healthy options for breakfast and snack
  • Corporate events, including team outings, dinners, volunteer activities, and company sports teams
  • Education reimbursement and learning opportunities
  • Modern offices with multi-monitor setups


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