Company
The Oakleaf Group logo

The Oakleaf Group

Location

Hybrid work from Washington, District of Columbia:

  • 🇺🇸 United States
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Technical Writer (Python / Machine Learning)

For a large financial services client, we are seeking a skilled Technical Writer with a strong background in performance and statistical testing. In this role, you will be embedded with a data science team that is developing the next generation of data analytics and AI technologies. as well as documenting world-class data analytics products and solutions.

 

Responsibilities:

  • You will support multiple business areas within Single Family Analytics, and will describe technical details, calculations, and variables. 

  • Understand Python and communicate effectively with both developers and business users.

  • Document models and processes in a financial context.

  • You will be the author for critical ad-hoc summary material and model development plans.

    • Model Development Plans would involve working with model owners to understand path forward, gathering relevant documentation to embed, pulling together the brief document summarizing, and securing required approvals.

    • Critical ad-hocs would involve securing the final deliverable, ensuring that the peer validation material received is consolidated into a reasonable format for storage, and working with the manager to record narrative for the document. 

 

Qualifications:

  • Master’s degree in Economics or Statistics preferred.

  • Knowledge of Python or R is preferred.

  • Experience as a developer or a modeling background.

  • Knowledge of statistical testing and sensitivity analysis methodologies (regression, classification, optimization problems).

  • Experience preparing econometric / statistical model documentation.

  • Must have experience writing high-quality documentation to support robust model validation reviews and documentation standards.

  • Experience with Model Risk Management and model audit is preferred.

  • Experience working in the financial services space.

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