SAS to Python / R Migration Developer
AI Summary
Converts and validates analytical code by migrating SAS programs into Python and/or R, ensuring accuracy, reproducibility, and performance of data workflows.
About this role
The SAS to Python/R Migration Developer is responsible for hands-on conversion, testing, and validation of SAS analytical code into Python and/or R under the guidance of a migration architect. This role focuses on ** execution quality, code accuracy, and reproducibility **.
This is a build-and-deliver role for someone who enjoys translating logic and making things work correctly.
Key Responsibilities
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Convert SAS programs into Python and/or R code following defined standards
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Translate:
- SAS DATA steps
- PROC SQL
- Statistical PROCs
- SAS Macros into Python/R functions or modules
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Implement data ingestion, transformation, and analytics workflows
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Perform side-by-side validation of SAS vs Python/R outputs
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Debug discrepancies in calculations or statistical results
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Write clean, maintainable, well-documented Python/R code
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Develop unit tests and validation scripts
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Optimize performance for large datasets
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Collaborate closely with architects and data stakeholders
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Participate in code reviews and knowledge transfer
Requirements
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4+ years of analytics or data engineering experience
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Strong hands-on SAS programming experience
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Strong proficiency in Python and/or R
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Practical experience translating business logic across languages
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Familiarity with:
- Pandas / NumPy / SciPy or tidyverse / data.table
- SQL and relational data concepts
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Experience validating statistical and analytical outputs
Nice to Have
- Prior participation in SAS migration projects
- Experience with Git, CI/CD, and automated testing
- Exposure to cloud-based analytics environments
- Understanding of performance tuning in Python or R
Benefits
- 401(k)
- 401(k) matching
- Dental insurance
- Flexible spending account
- Health insurance
- Life insurance
- Paid time off
- Professional development assistance
- Referral program
- Tuition reimbursement
- Vision insurance
Skills
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