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Macro complexity analysis * Data access patterns (SAS datasets, DBs, flat files) * Statistical ... Experience with data platforms (SQL databases, cloud storage, data lakes) * Familiarity with CI/CD ...
Macro complexity analysis * Data access patterns (SAS datasets, DBs, flat files) * Statistical ... Experience with data platforms (SQL databases, cloud storage, data lakes) * Familiarity with CI/CD ...
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Macro complexity analysis * Data access patterns (SAS datasets, DBs, flat files) * Statistical ... Experience with data platforms (SQL databases, cloud storage, data lakes) * Familiarity with CI/CD ...
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Data Analytics Developer
Washington, DC · On-site
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Washington, DC · On-site
We are seeking a detail-oriented Data Analyst to join our team and contribute to our data-driven ... Beginner proficiency with ETL technology such as R, Python, SQL, or SSIS * Functional Application ...
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Washington, DC · On-site
We are seeking a detail-oriented Data Analyst to join our team and contribute to our data-driven ... Beginner proficiency with ETL technology such as R, Python, SQL, or SSIS * Functional Application ...
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Washington, DC · On-site
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Data Analytics Developer
Washington, DC · On-site
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As a Business Analyst, you will support missiondriven technology initiatives by analyzing current ... Ability to perform SQL queries (read/joins/basic analysis). Bonus Points: * Experience supporting ...
Strong proficiency in SQL and relational database concepts * Experience with statistical programming languages such as R, Python, MATLAB * Knowledge of geospatial analysis concepts and tools such as ...
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Data Scientist - Mid
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... Python, SQL, R, GIS tools, SharePoint, or other business intelligence and data visualization platforms. • Experience with geospatial data, GEOINT mission applications, or geospatial analysis tools ...
Business Analyst Sql R Python information
See La Plata, MD salary details
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Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 17 days ago
Job description
The SAS to Python/R Migration Architect is responsible for end-to-end strategy, design, and governance of large-scale analytical and statistical code migrations from SAS to modern open-source ecosystems (Python and R). This role focuses on assessment, architecture, standards, risk management, and validation, working closely with stakeholders and development teams to ensure accuracy, performance, and regulatory fidelity.
This is a hands-on technical leadership role, not just documentation or oversight.
Key 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
- 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
About Ignite IT
Sourced by ZipRecruiter
Company size
11 - 50 Employees
Headquarters location
Ashburn, VA, US
Year founded
2018