Senior Analytics Engineer (SAS to Python Modernization)

Remote

Contracted

Mid Level

Senior Analytics Engineer (JACKSONVILLE, FL)

ARC Group has an immediate opportunity for a Senior Analytics Engineer ! This is starting out as a 12 month contract position with potential to extend longer or possibly convert to FTE. This is a fantastic opportunity to join a dynamic and well-respected organization offering tremendous career growth potential.

100 Percent Remote

Senior Analytics Engineer (SAS to Python Modernization)

Position Overview

We are seeking a Senior Analytics Engineer to support the modernization of legacy SAS-based analytics and reporting workflows within a Business Informatics organization. The role focuses on translating existing SAS programs into scalable, maintainable Python-based analytics solutions while preserving business logic and data accuracy.

This is not a traditional software engineering role and not a pure reporting position. The ideal candidate combines strong analytical judgment, hands-on Python data expertise, and the ability to interpret and refactor complex SAS logic into modern analytics pipelines.

Key Responsibilities

Analyze and interpret existing SAS programs including DATA steps, PROC SQL, and analytical procedures
Translate SAS-based transformations and analytics into Python using pandas, numpy, and SQL while preserving business logic
Validate converted outputs by reconciling row counts, aggregations, joins, and derived metrics between SAS and Python
Partner with Business Informatics stakeholders to understand reporting intent, metric definitions, and downstream usage
Refactor and simplify legacy logic to improve transparency and reduce technical debt
Collaborate with data platform and technology teams to align Python solutions with enterprise standards
Document data transformations, assumptions, and business rules to ensure long-term maintainability

Required Qualifications

Strong experience in Python for data analysis (pandas, numpy, SQL integration)
Working knowledge of SAS with the ability to read and interpret existing SAS code
Experience modernizing or translating legacy analytics/reporting logic
Solid understanding of analytics concepts including joins, aggregations, time-based logic, and derived metrics
Experience validating analytical outputs and ensuring data accuracy
Ability to translate business analytical requirements into technical implementations

Preferred Qualifications

Experience in healthcare, payer, or regulated data environments
Familiarity with SAS macros and common PROC workflows
Exposure to modern data platforms or cloud-based analytics environments
Background in analytics engineering, business intelligence, or data transformation roles

Key Skills

Python (pandas, numpy, SQL)
SAS (DATA step, PROC SQL, Macros)
Legacy analytics modernization
Data validation and reconciliation
Business stakeholder collaboration
Healthcare analytics (preferred)

Apply for this position

Required*

First Name*

Last Name*

Email Address*

Phone*

Address*

Resume*

We've received your resume. Click here to update it.

Attach resume or Paste resume

Attach resume as .pdf, .doc, .docx, .odt, .txt, or .rtf (limit 5MB) or Paste resume

Paste your resume here or Attach resume file

How many years of hands-on experience do you have using Python for data analysis (pandas, numpy)?*

How many years of experience do you have working with SAS (DATA Step, PROC SQL)?*

How many years of hands-on experience do you have migrating from SAS to Python, including SAS DATA steps and PROC SQL logic & validating outputs between legacy and modern systems (row counts, aggregations, reconciliations)?*

Rate your SQL proficiency (joins, aggregations, window functions).* AdvancedIntermediateBasicBeginner

Have you worked with SAS Macros?* Extensive experienceSome experienceMinimal exposureNo experience

Have you independently designed or validated complex analytical metrics involving aggregations, joins, and time-based calculations (e.g., trend analysis, cohort metrics, rolling averages)?*

What is your Immigration Status?*

Are you willing to work on my W2?*

Human Check*

Submit Application