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Data Standardization Specialist Jobs (NOW HIRING)

As a Data Standardization Specialist , you will develop governance frameworks that ensure data consistency, compliance, and interoperability across enterprise systems. ESSENTIAL JOB FUNCTIONS

Data Standardization Specialist

Fort Belvoir, VA · On-site

$95K - $140K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Provides technical support in the evaluation of data elements, codes, and business rules and data standards. * Evaluate proposed data elements/codes and their attributes. * Ensures that proposed data ...

New

Data Standardization Specialist

Fort Belvoir, VA · On-site +1

$95K - $140K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Provides technical support in the evaluation of data elements, codes, and business rules and data standards. * Evaluate proposed data elements/codes and their attributes. * Ensures that proposed data ...

Data Standardization Specialist

Fort Belvoir, VA

$95K - $140K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Provides technical support in the evaluation of data elements, codes, and business rules and data standards. * Evaluate proposed data elements/codes and their attributes. * Ensures that proposed data ...

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Data Standardization Specialist information

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$13

$32

$63

How much do data standardization specialist jobs pay per hour?

As of Aug 16, 2026, the average hourly pay for data standardization specialist in the United States is $32.20, according to ZipRecruiter salary data. Most workers in this role earn between $21.15 and $39.42 per hour, depending on experience, location, and employer.

What are the typical challenges faced by a data standardization specialist when integrating data from multiple sources?

A Data Standardization Specialist often encounters challenges such as inconsistent data formats, varying data quality, and incomplete records when integrating data from multiple sources. Addressing these issues requires strong attention to detail and the ability to develop robust standardization protocols. Collaboration with data engineers, analysts, and business stakeholders is essential to ensure that standardized data meets organizational needs and supports reliable reporting and analysis. Overcoming these challenges not only improves data integrity but also enhances the efficiency of downstream data processes.

What does a data standardization specialist do?

A Data Standardization Specialist is responsible for ensuring that data across different systems, departments, or organizations follows consistent formats and definitions. They develop and implement guidelines for data entry, conversion, and integration to improve data quality and interoperability. This role often involves identifying inconsistencies, cleaning data, and working with stakeholders to establish and maintain data standards. Data Standardization Specialists help organizations make better decisions by ensuring data is accurate, reliable, and easily accessible.

What are the key skills and qualifications needed to thrive as a data standardization specialist?

To thrive as a Data Standardization Specialist, you need expertise in data management, quality assurance, and familiarity with data governance principles, often supported by a degree in information systems, computer science, or a related field. Proficiency with data integration tools, ETL platforms (such as Informatica or Talend), and standards like HL7 or ISO 8000 is typically required. Attention to detail, problem-solving abilities, and strong communication skills help ensure accuracy and facilitate collaboration across departments. These competencies are crucial for maintaining data consistency, improving data quality, and supporting reliable business analytics.

What is the difference between Data Standardization Specialist vs Data Analyst?

AspectData Standardization SpecialistData Analyst
Primary FocusEnsuring data consistency and uniformity across datasetsAnalyzing data to identify trends and support decision-making
Skills & CertificationsData management, data quality, SQL, Excel, data governanceStatistical analysis, data visualization, SQL, Excel, sometimes programming languages
Work EnvironmentData management teams, IT departments, data warehousesBusiness units, analytics teams, reporting departments
Industry UsageCommon in data management, healthcare, finance, and techWidespread across finance, marketing, healthcare, and consulting

The Data Standardization Specialist primarily focuses on cleaning and standardizing data to ensure accuracy and consistency, while the Data Analyst interprets data to generate insights. Both roles require strong data skills and often overlap in tools like SQL and Excel, but their core responsibilities differ significantly.

More about Data Standardization Specialist jobs
Infographic showing various Data Standardization Specialist job openings in the United States as of August 2026, with employment types broken down into 1% As Needed, 84% Full Time, 11% Part Time, and 4% Contract. Highlights an 86% Physical, 4% Hybrid, and 10% Remote job distribution, with an average salary of $66,986 per year, or $32.2 per hour.

Data Standardization Specialist

DCCA

Bethesda, MD

Full-time

Re-posted 17 days ago


Job description

Data Standardization Specialist
Location Bethesda, MD
Job Code 2615
# of Openings 1