Python Engineer with R programming
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)