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Data Standardization Specialist Jobs (NOW HIRING)

Airliquidehr

Data Standards Specialist

Tulsa, OK

R10092560 Data Standards Specialist (Open) Location: Tulsa, OK - W. 7th St. - Management - Central BSC How will you CONTRIBUTE and GROW? At Airgas, we are committed to building a diverse and ...

Airgas

Data Standards Specialist

Tulsa, OK · On-site

R10092560 Data Standards Specialist (Open) Location: Tulsa, OK - W. 7th St. - Management - Central BSC How will you CONTRIBUTE and GROW? At Airgas, we are committed to building a diverse and ...

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Data Standardization Specialist information

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How much do data standardization specialist jobs pay per hour?

As of Jun 15, 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, and why are they important?

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
What job categories do people searching Data Standardization Specialist jobs look for? The top searched job categories for Data Standardization Specialist jobs are:
Data Standardization Specialist jobs near you
Data Standardization Specialist III

Data Standardization Specialist III

Oran Inc

Herndon, VA

Full-time

Posted 24 days ago

Be an early applicant

Job description

Experience Required

7+ Years

Position Overview

We are seeking a Data Standardization Specialist III with deep expertise in healthcare and regulatory data standards. The ideal candidate will support structured clinical content management, metadata normalization, and semantic interoperability initiatives across healthcare and research systems.

Key Responsibilities
  • Implement healthcare and regulatory data standards.
  • Support clinical content and metadata normalization activities.
  • Develop semantic mapping and interoperability solutions.
  • Maintain controlled terminology frameworks and metadata repositories.
  • Collaborate with clinical, technical, and regulatory stakeholders.
  • Ensure alignment with industry healthcare standards and protocols.
  • Support structured data transformation and integration projects.
  • Assist in protocol standardization and data governance initiatives.
  • Participate in data quality improvement and compliance activities.
Required Qualifications
  • Bachelor’s or Master’s degree in Health Informatics, Biomedical Informatics, Information Science, Data Standards, or related field.
  • 7+ years of experience implementing healthcare or regulatory data standards.
  • Experience with structured clinical content and metadata management.
  • Expertise in semantic interoperability and healthcare terminology standards.
Required Skills
  • ICH M11
  • CDISC
  • HL7/FHIR
  • MedDRA
  • SNOMED CT
  • LOINC
  • XML/JSON Structured Data
  • Metadata Management
  • Semantic Mapping
  • Protocol Standardization
Preferred Qualifications
  • CDISC Certifications
  • HL7 Certification
Equal Opportunity Employer

We are an Equal Opportunity Employer and value diversity at all levels.