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Rn Data Abstractor Jobs in Dallas, TX (NOW HIRING)

VITAS Healthcare

Registered Nurse (RN)

Dallas, TX · On-site

Registered Nurse, RN, gathering clinical data which is used for quality measures c. Professional Development a. Registered Nurse, RN, develops and achieves professional growth goals and objectives ...

VITAS Healthcare

Registered Nurse (RN)

Dallas, TX · On-site

Registered Nurse, RN, gathering clinical data which is used for quality measures c. Professional Development a. Registered Nurse, RN, develops and achieves professional growth goals and objectives ...

VITAS Healthcare

Registered Nurse (RN)

Dallas, TX · On-site

Registered Nurse, RN, gathering clinical data which is used for quality measures c. Professional Development a. Registered Nurse, RN, develops and achieves professional growth goals and objectives ...

The Pavilion at Creekwood

Registered Nurse RN

Mansfield, TX · On-site

$34 - $37/hr

Registered Nurse RN Why Join the Pavilion at Creekwood as an RN-Registered Nurse? Now offering a $2 ... Deliver nursing care to patients requiring care, collecting patient data, making observations and ...

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$41

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How much do rn data abstractor jobs pay per hour?

As of Aug 8, 2026, the average hourly pay for rn data abstractor in Dallas, TX is $41.97, according to ZipRecruiter salary data. Most workers in this role earn between $31.30 and $49.66 per hour, depending on experience, location, and employer.

What are the common daily responsibilities of an RN data abstractor?

As an RN Data Abstractor, your daily responsibilities typically include reviewing patient medical records, extracting and validating specific clinical data, and entering this information into specialized databases or reporting systems. You'll frequently collaborate with quality assurance teams, physicians, and other nurses to ensure data accuracy and resolve any discrepancies. Regular tasks may also involve meeting deadlines for data submissions and participating in audits or quality improvement initiatives. This role requires a balance of independent, focused work and effective teamwork to support overall healthcare quality and compliance.

What are the key skills and qualifications needed to thrive in the RN data abstractor position, and why are they important?

To thrive as an RN Data Abstractor, you need an active RN license, strong clinical knowledge, and attention to detail for reviewing and extracting healthcare data from medical records. Familiarity with electronic health record (EHR) systems and data abstraction tools, as well as certifications such as Certified Clinical Data Manager (CCDM) or experience with quality reporting programs, are often preferred. Strong organizational skills, critical thinking, and clear communication enable you to accurately interpret documentation and work effectively with clinical teams. These competencies are essential for ensuring data integrity, supporting quality improvement initiatives, and complying with regulatory requirements in healthcare settings.

What is an RN data abstractor?

An RN Data Abstractor is a registered nurse responsible for reviewing, analyzing, and extracting key medical data from patient records to ensure accuracy and compliance with healthcare regulations. They work with electronic health records (EHRs), quality improvement initiatives, and regulatory reporting. This role requires strong attention to detail, knowledge of medical terminology, and experience with clinical documentation. RN Data Abstractors often support healthcare organizations in improving patient care outcomes and meeting accreditation standards.

What are the most commonly searched types of Rn Data Abstractor jobs in Dallas, TX? The most popular types of Rn Data Abstractor jobs in Dallas, TX are:
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What cities near Dallas, TX are hiring for Rn Data Abstractor jobs? Cities near Dallas, TX with the most Rn Data Abstractor job openings:
Rn Data Abstractor jobs near you
Infographic showing various Rn Data Abstractor job openings in Dallas, TX as of August 2026, with employment types broken down into 2% As Needed, 81% Full Time, 15% Part Time, and 2% Contract. Highlights an 98% In-person, and 2% Remote job distribution, with an average salary of $87,292 per year, or $42 per hour.

RN Quality AnalystCoordinator

United Surgical Partners

Frisco, TX • On-site

Other

Re-posted 3 days ago

United Surgical Partners International rating

5.7

Company rating: 5.7 out of 10

Based on 15 frontline employees who took The Breakroom Quiz

Job description

The clinical abstractor will abstract data for the Quality Indicators, Core Measures, Peer Review, and FPPE/OPPE data and enters it into software program. Will audit electronic Clinical Quality Measures (eCQM) prior to submission to regulatory bodies. This individual will review and abstract, and audit key patient clinical findings from inpatient and outpatient medical records according to the appropriate Specifications Manual. The abstractor will assist in data analysis and performance improvement activities as assigned. Will support the OB Steering Committee by providing trending analysis and case detail on a routine basis. Monitors quality standards as determined by the Performance Improvement Plan and Medical Staff Quality Indicators. Internal consultant and support for Performance Improvement initiatives.

Required Skills

Required Experience

  • Graduate of an accredited school of Nursing
  • Previous experience in acute care hospital preferred
  • Current Texas RN license required
  • Must have excellent comprehension of medical terminology, disease processes, familiarity with the medical record and research ability.
  • Ability to work independently; working knowledge of Microsoft Word and Excel required; willingness to learn computer applications necessary for work functions; ability to adapt to changing situations and various personalities with a positive attitude
  • Ability to abstract data with 90% accuracy required
  • Quality background with understanding of accreditation requirements and performance improvement concepts.

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