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SAS to Python / R Migration Architect

Ignite IT

Suitland-Silver Hill, Maryland • Today

Full-time

Sr Data Engineer

System One

Arlington, Virginia • 26d ago

Easy Apply

Contract

Depends on Experience

Senior Data Analyst

Booz Allen Hamilton

Springfield, Virginia • Today

Full-time

USD 112,800.00 - 257,000.00 per year

Data Analyst (Visualization)

Guidehouse

Arlington, Virginia • Today

Full-time

Compensation information provided in the description

Data Scientist (ship REQUIRED)

Integration Innovation, Inc.

Washington, District of Columbia • Today

Full-time

Data Scientist 3 (FST - 140)

SageCor Solutions

Annapolis, Maryland • Today

Full-time

Data Scientist

Everwatch

Annapolis, Maryland • Today

Full-time

Compensation information provided in the description

Human Capital Data Analyst

Fusion Innovation

McLean, Virginia • Today

Full-time

USD 100,000.00 - 215,000.00 per year

Data Scientist III - TS/SCI w/poly clearance required

CyberTrend Engineering LLC

Annapolis, Maryland • Today

Full-time

Senior Data Engineer

CACI International, Inc.

Arlington, Virginia • Today

Full-time

USD 103,800.00 - 218,100.00 per year

Senior Human Capital Data Analyst

Leidos

McLean, Virginia • Today

Full-time

USD 116,350.00 - 210,325.00 per year

Data Scientist 3 - (MLOPS, Machine Learning, Data Science)

Akina, Inc.

Annapolis, Maryland • Today

Full-time

USD 213,000.00 - 261,000.00 per year

Data Pipeline Engineer

M9 Solutions

Washington, District of Columbia • Today

Full-time

USD 175,000.00 - 190,000.00 per year

Data Pipeline Engineer

M9 Solutions

Washington, District of Columbia • Today

Full-time

USD 220,000.00 - 230,000.00 per year

Health Data Engineering Lead

Guidehouse

Arlington, Virginia • Today

Full-time

Compensation information provided in the description

Principal Data Scientist

Navy Federal Credit Union

Hybrid in Vienna, Virginia • Today

Full-time

$131,800-$181,200 per year

Summer Associate Internship (Data Scientist)

Navy Federal Credit Union

Hybrid in Vienna, Virginia • Today

Full-time

Senior Complex Systems Engineer

The MITRE Corporation

McLean, Virginia • Today

Full-time

USD 124,400.00 - 155,500.00 per year

Devops Engineer

CGI

Reston, Virginia • Today

Full-time

USD 110,100.00 - 156,700.00 per year

Data Scientist and Technical Lead

Booz Allen Hamilton

Fort Meade, Maryland • Today

Full-time

USD 99,000.00 - 225,000.00 per year

Principal Data Scientist (Credit Risk for Small Business and Commercial)

Navy Federal Credit Union

Hybrid in Vienna, Virginia • Today

Full-time

$128,500-$164,700 per year

Data Scientist Level 2

Base-2 Solutions, LLC

Annapolis, Maryland • Today

Full-time

Health Data Engineering Lead

Guidehouse

McLean, Virginia • Today

Full-time

Compensation information provided in the description

Senior Data Scientist - US Department of State

The Leading Niche

Washington, District of Columbia • Today

Full-time

USD 140,000.00 per year

Director, Credit Risk (CECL Modeling)

Navy Federal Credit Union

Hybrid in Vienna, Virginia • Today

Full-time

Data Analyst (Visualization)

Navigant Consulting

Arlington, Virginia • Today

Full-time

Health Data Engineering Lead

Navigant Consulting

Remote or McLean, Virginia • Today

Full-time

USD 130,000.00 - 216,000.00 per year

Data Scientist - US Department of State

The Leading Niche

Washington, District of Columbia • Today

Full-time

USD 130,000.00 per year

Data Analyst/R/SAS/ (Public Health Or Biostatistics)

Infonex Technologies, Inc.

Remote • 21d ago

Easy Apply

Contract

Depends on Experience

Data Scientist / Machine Learning (TS SCI + Poly is Required)

Aperio Global

Fort Meade, Maryland • Today

Full-time

Job Details

Skills

Analytical Skill
Risk Management
IT Management
Documentation
SAS/BASE
Inventory
Mapping
Flat File
Translation
Auditing
Regulatory Compliance
Performance Tuning
Mentorship
Leadership
Advanced Analytics
Base SAS
PROC SQL
Macros
R
Migration
Python
NumPy
Pandas
scikit-learn
Forecasting
SAS
Open Source
SQL
Database
Cloud Storage
Continuous Integration
Continuous Delivery
Version Control
Testing
Health Care
Finance
Cloud Computing
Analytics
Stacks Blockchain
Amazon Web Services
Microsoft Azure
Google Cloud Platform
Google Cloud
Health Insurance
Life Insurance
Professional Development
Insurance

Analytical Skill
Risk Management
IT Management
Documentation
SAS/BASE
Inventory
Mapping
Flat File
Translation
Auditing
Regulatory Compliance
Performance Tuning
Mentorship
Leadership
Advanced Analytics
Base SAS
PROC SQL
Macros
R
Migration
Python
NumPy
Pandas
scikit-learn
Forecasting
SAS
Open Source
SQL
Database
Cloud Storage
Continuous Integration
Continuous Delivery
Version Control
Testing
Health Care
Finance
Cloud Computing
Analytics
Stacks Blockchain
Amazon Web Services
Microsoft Azure
Google Cloud Platform
Google Cloud
Health Insurance
Life Insurance
Professional Development
Insurance

Summary

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

Nice to Have

Experience in regulated environments (government, healthcare, finance)
Prior work modernizing legacy analytics platforms
Exposure to cloud analytics stacks (AWS, Azure, Google Cloud Platform)
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

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: 91087878
Position Id: 6597009a9a2993acaf11154fc7b92bd3
Posted 30+ days ago

Fitment

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Job Details

Skills

Analytical Skill
Risk Management
IT Management
Documentation
SAS/BASE
Inventory
Mapping
Flat File
Translation
Auditing
Regulatory Compliance
Performance Tuning
Mentorship
Leadership
Advanced Analytics
Base SAS
PROC SQL
Macros
R
Migration
Python
NumPy
Pandas
scikit-learn
Forecasting
SAS
Open Source
SQL
Database
Cloud Storage
Continuous Integration
Continuous Delivery
Version Control
Testing
Health Care
Finance
Cloud Computing
Analytics
Stacks Blockchain
Amazon Web Services
Microsoft Azure
Google Cloud Platform
Google Cloud
Health Insurance
Life Insurance
Professional Development
Insurance

Analytical Skill
Risk Management
IT Management
Documentation
SAS/BASE
Inventory
Mapping
Flat File
Translation
Auditing
Regulatory Compliance
Performance Tuning
Mentorship
Leadership
Advanced Analytics
Base SAS
PROC SQL
Macros
R
Migration
Python
NumPy
Pandas
scikit-learn
Forecasting
SAS
Open Source
SQL
Database
Cloud Storage
Continuous Integration
Continuous Delivery
Version Control
Testing
Health Care
Finance
Cloud Computing
Analytics
Stacks Blockchain
Amazon Web Services
Microsoft Azure
Google Cloud Platform
Google Cloud
Health Insurance
Life Insurance
Professional Development
Insurance

Summary

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, Google Cloud Platform)
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

Dice Id: 91087878
Position Id: 6597009a9a2993acaf11154fc7b92bd3
Posted 30+ days ago

Fitment

Dice Job Match Score™

To see how well you match this job, please log in or create an account.

Once logged in, be sure to complete your profile to get the most accurate match score.

Create job alert

Never miss an opportunity! Create an alert based on the job you applied for.

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