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Python Engineer with R programming

Open 16d

Summary

A Python engineer will refactor and migrate an R-based analytical codebase to Python, building new data and modeling pipelines while ensuring reliability and performance.

We are seeking a skilled and experienced Software Engineer contractor to join our team for a critical code refactoring project.

This role will focus on facilitating the migration of our tech stack from R to Python, rebuilding key analytical tools to accelerate adoption and simplify the productionization process.

What You’ll Do in This Role:

  • Refactor and simplify the productionization pipeline for our analytical tools to improve efficiency, reduce complexity, and drive broader adoption within the organization.
  • Analyze and understand the existing R codebase and its functionality to ensure a faithful and improved migration to Python.
  • Translate complex logic and algorithms from R into clean, efficient, and well-documented Python code.
  • Design, develop, and implement new, fully integrated end-to-end data and modeling pipelines using Python and modern system design best practices.
  • Write comprehensive unit, integration, and regression tests to ensure the reliability, accuracy, and performance of the new Python codebase.
  • Engage in rigorous code reviews with peers to maintain high standards of code quality, readability, and maintainability.
  • Create and maintain clear technical documentation for the new systems and processes to ensure a smooth handover to the full-time team.
  • Identify, diagnose, and resolve bugs and performance bottlenecks in the new Python applications and data pipelines.

Qualifications:

  • Bachelor’s Degree in Software Engineering or Quantitative field (Software Engineering, Data Engineering, Math, Stats, Data Science)
  • Strong proficiency in Python is required
  • Familiarity with R and SQL is required
  • At least 4 years of professional programming experience in Python
  • Experience designing and building data-intensive solutions.
  • Experience with Kubernetes/KFP, distributed compute/Dask Operator, and Web API development is a plus.

Top Skills:

  • 4+ years of experience with Python is a must.
  • SQL experience is a must
  • Kubernetes experience is a must.
  • R programming is a must (packages like dplyr and purr)

See also

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