Software Engineer developing and managing public APIs for new products at Allegro. Integrating Generative AI workflows for effortless offer management.
IT
Hybrid SAS to Python/R Migration Architect
Posted 1 hour ago
About the role
- SAS to Python/R Migration Architect leading enterprise-scale migrations with end-to-end strategy. Focus on analysis, architecture, and collaboration with stakeholders in a hybrid work environment.
Responsibilities
- Lead **enterprise-scale migrations** from SAS (Base SAS, PROC SQL, STAT, ETS, MACRO, etc.) to Python and/or R
- Perform **detailed SAS estate assessments**, including:
- Code inventory and dependency mapping
- Macro complexity analysis
- Data access patterns (SAS datasets, DBs, flat files)
- Statistical method equivalency analysis
- Define **target-state architecture** for Python/R analytics platforms (libraries, frameworks, environments)
- Establish **migration patterns and standards**, including:
- SAS PROC → Python/R library mappings
- Macro-to-function translation strategies
- Reusable templates and shared components
- Design **validation and reconciliation frameworks** to ensure:
- Statistical equivalence
- Numeric tolerances
- Regulatory and audit compliance
- Guide performance optimization strategies for large datasets
- Identify **automation opportunities** (code scanners, translators, test harnesses)
- Lead technical reviews and approve migrated code
- Mentor developers and review complex conversions
- Communicate migration risks, tradeoffs, and timelines to leadership
Requirements
- 8+ years of advanced analytics or statistical programming experience
- 5+ years hands-on SAS development (Base SAS, PROC SQL, MACRO, STAT)
- Proven experience **architecting or leading SAS → Python and/or R migrations**
- Deep expertise in:
- Python (NumPy, Pandas, SciPy, statsmodels, scikit-learn)
- and/or R (tidyverse, data.table, caret, survival, forecast)
- Strong understanding of **statistical methods parity** between SAS and open-source tools
- Experience with data platforms (SQL databases, cloud storage, data lakes)
- Familiarity with CI/CD, version control, and testing frameworks for analytics code
- Nice to Have
- Experience in regulated environments (government, healthcare, finance)
- Prior work modernizing legacy analytics platforms
- Exposure to cloud analytics stacks (AWS, Azure, GCP)
- Experience designing automated validation frameworks
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
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
Software Engineer managing public APIs for Allegro. Developing robust backend systems and integrating Generative AI workflows.
Technical Specialist in Testing Services responsible for manual testing and API oversight. Requires 3+ years of experience and a bachelor's in IT or related field.
.Net Full Stack Developer role focusing on Angular and cloud development with responsibilities in application development. Seeking a senior developer with extensive experience in agile environments and software testing.
SAS to Python/R Migration Developer responsible for converting SAS code to Python and R. Involves testing and validation under guidance of a migration architect.
Head of Software Architecture defining architectural standards for AI - enabled software platform at Agilent Technologies. Leading a unified architectural vision for scientific instruments.
Python Developer developing and maintaining solutions for trading strategies and market analysis in renewable energy. Collaborating with teams to enhance performance and reliability.
Senior Professional Java Developer at Fiserv, involved in designing and developing scalable Java applications. Collaborating with teams to deliver high - quality software solutions aligning with business goals.
Backend Software Developer at Hagerty Consulting helping build and support AWS infrastructure and platforms. Engaging in API development and backend system integration for solution enhancement.
Java Developer in the Banking domain creating software solutions for fintech applications. Collaborating with teams to design, program, and maintain core banking functionality.