data-analytics

Clinical Data Abstractor

Resume Example

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Emily Davis

Senior Clinical Data Abstractor

[email protected]

Professional Summary

Senior Clinical Data Abstractor with 5+ years of experience reviewing electronic health records, abstracting oncology study data, and applying ICD-10-CM/PCS and CPT coding standards. Known for improving abstraction accuracy, documenting repeatable protocols, and supporting compliant clinical research datasets in Epic, REDCap, OpenClinica, and SQL.

Contact Details

Mobile

+1 (541) 234-5678

LinkedIn

linkedin.com/in/emily-davis-clinical-data

Address

San Diego, CA

Website

emilydavisportfolio.net

Skills

REDCap, OpenClinica, Epic Systems, Cerner, ICD-10-CM/PCS, CPT Codes, SQL, Microsoft Excel

Work Experience

Senior Clinical Data Abstractor

Healthcare Analytics Solutions LLC

01/2022

Abstracted 5,000+ oncology patient records from Epic into REDCap study databases, maintaining complete source documentation for audit-ready review.

Reduced abstraction error rates from 3% to below 0.5% by adding peer-review checks, field-level definitions, and recurring data quality audits.

Created abstraction guidelines for 7 oncology studies, standardizing inclusion criteria, ICD-10-CM/PCS coding rules, and escalation paths for ambiguous records.

Trained 3 new data abstractors on EHR navigation, tumor registry fields, and query resolution, cutting ramp time from 6 months to 3 months.

Clinical Data Abstractor

Research and Development Institute Inc.

06/2020 - 12/2021

Abstracted structured and unstructured data for 5 clinical trials while following study protocols, HIPAA safeguards, and internal quality-control steps.

Streamlined chart-review workflows with reusable checklists, reducing average review time per record by 15% without lowering quality thresholds.

Clinical Data Abstractor

MediData Systems Inc.

02/2019 - 05/2020

Applied ICD-10-CM/PCS and CPT coding standards across 2 multi-site research projects, improving consistency between source records and analysis datasets.

Supported 10+ clinical research studies by reconciling missing fields, resolving data queries, and preparing clean datasets for analyst review.

Education

San Diego State University

Bachelor of Science in Health Informatics

09/2013 - 05/2017

Relevant coursework: Medical Terminology, Healthcare Data Management, Electronic Health Records, Clinical Research Methods. GPA: 3.8

Projects

Telehealth Data Abstraction System

emilydavisportfolio.net/telehealth-data-abstraction-system

Built a structured abstraction workflow for telemedicine encounters, improving completeness checks for remote oncology follow-up data used in research studies.

ICD-10 Data Quality Dashboard

Built a Python and SQL dashboard to flag ICD-10 coding gaps, duplicate entries, and outlier values before study datasets moved to analyst review.

Emily Davis

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Why This Template Works

This resume format is highly effective for ATS (Applicant Tracking Systems) because it uses clear and concise language while incorporating relevant keywords that are commonly searched by recruiters in the field of clinical data abstraction. The inclusion of specific years of experience, such as over five years in this example, highlights a candidate's long-term commitment to the role and expertise level. Additionally, including links to professional networks like LinkedIn enhances visibility and credibility for potential employers.

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How to Write This Resume

How to Write This Resume

Expert guidelines and best practices for each section of your resume.

01

Contact

Contact

First Name Last Name City, State, Zip Code Phone Number | Email Address LinkedIn Profile URL | Portfolio URL (Optional)

General Guidelines

Your contact information is the first section recruiters see. Keep it concise and professional. Ensure your email address is appropriate (e.g., [email protected]). Include your LinkedIn profile for a comprehensive view of your professional journey. A portfolio or personal website is recommended for creative, technical, or design roles.

Avoid This

Do not include your full physical address (street number/name) for privacy reasons. Avoid including personal details like marital status, age, photo, or social security number unless specifically required in your country. Don't use unprofessional email addresses.

Real Examples

See clear examples of how to format contact details effectively.

Don't

John Doe 1234 Random St, Apt 56 New York, NY 10001 [email protected] github.com/aliciacode Single, 28 years old

Do

John Doe New York, NY (555) 123-4567 | [email protected] linkedin.com/in/johndoe | johndoe.com

Quick Tips

  • Use a professional email address (firstname.lastname format)
  • Ensure your voicemail is set up and professional
  • Double-check your phone number and email for typos
  • Make your LinkedIn URL custom (linkedin.com/in/yourname)

02

Summary

Summary

Professional Title Result-oriented [Role Name] with [Number] years of experience in [Key Skills/Industries]. Proven track record of [Major Achievement]. Skilled in [Key Technologies/Skills]. Committed to delivering [Specific Value] for [Target Industry/Company type].

General Guidelines

A professional summary is your elevator pitch. It should be 3-5 sentences long, summarizing your experience, key skills, and major achievements. Tailor it to the job description by using relevant keywords. Focus on what makes you unique and the value you bring to potential employers.

Avoid This

Avoid generic objectives like 'Looking for a challenging role to grow my skills.' Recruiters want to know what value you bring to them, not what you want from them. Don't use first-person pronouns (I, me, my). Keep it concise and impactful.

Real Examples

Compare a weak objective with a strong professional summary.

Don't

Objective: I am a hard-working individual looking for a Clinical Data Abstractor position where I can learn new things and advance my career.

Do

Senior Clinical Data Abstractor with 6+ years of experience in medical data abstraction and clinical research. Reduced error rates by 25% through optimized workflows, increasing study accuracy. Expert in Epic Systems and REDCap software.

Real Examples

Highlight achievements related to technology integration.

Don't

Objective: To work as a Clinical Data Abstractor in an environment that supports professional development.

Do

Clinical Data Abstractor with 7 years of experience, specializing in the integration of electronic health records and medical coding systems. Developed custom data abstraction tools for telehealth research, enhancing remote patient care management.

Real Examples

Emphasize leadership qualities and team contributions.

Don't

Objective: Seeking a position as Clinical Data Abstractor to enhance my skills in medical coding and data analysis.

Do

Lead Clinical Data Abstractor with 5+ years of experience, driving the implementation of a comprehensive data abstraction system. Mentored junior staff, reducing training time from 6 months to 3 months.

Real Examples

Focus on specific industry contributions and regulatory compliance.

Don't

Objective: To obtain a role in medical informatics where I can apply my knowledge of clinical data abstraction.

Do

Clinical Data Abstractor with expertise in oncology research and adherence to HIPAA regulations. Successfully abstracted complex patient records for major cancer studies, contributing to groundbreaking publications.

Quick Tips

  • Quantify outcomes that matter in clinical data work, such as records reviewed, error rates reduced, queries resolved, or review time saved.
  • Keep it under 5 lines for readability
  • Use strong action verbs to start sentences
  • Tailor the summary to match the job description

03

Skills

Skills

Technical Skills - Languages: [List] - Frameworks: [List] - Tools: [List] Soft Skills - [Skill 1], [Skill 2], [Skill 3]

General Guidelines

Group your skills logically (e.g., Languages, Frameworks, Tools). Focus on hard skills relevant to the job. List skills in order of proficiency or relevance. Soft skills are better demonstrated through bullet points in your experience section rather than a bare list.

Avoid This

Do not list skills you are not comfortable using in an interview. Avoid using progress bars or percentages to rate your skills (e.g., "Java: 80%") as they are subjective and often misinterpreted. Don't include outdated technologies unless specifically required.

Real Examples

Practical example showing do's and don'ts for skills

Don't

Detailed bad example for skills - ONLY the bad example, nothing else Java: 80% C++: Intermediate level

Do

Detailed good example for skills showing best practices - ONLY the good example, nothing else Languages: Java, C# Tools: REDCap, OpenClinica

Quick Tips

  • List your technical and soft skills separately to make them more readable.
  • Prioritize listing skills that are directly relevant to a Clinical Data Abstractor role such as EHR proficiency or data management systems.
  • Highlight both hard and soft skills but ensure the focus is on those that contribute directly to job performance, like attention to detail and communication.
  • Use action verbs when describing your proficiency level (e.g., 'Proficient in SQL', 'Expertise with ICD-10 codes').

04

Experience

Experience

Job Title | Company Name | Location Month Year – Month Year - Action Verb + Context + Result (Quantified) - Led [Project] resulting in [Outcome]... - Collaborated with [Team] to implement [Feature]...

General Guidelines

This is the core of your resume. Use reverse-chronological order (most recent first). Start each bullet with a strong action verb. Focus on achievements and impact, not just duties. Use numbers to quantify your impact (dollars, percentages, time saved, users affected). Show progression and increasing responsibility.

Avoid This

Avoid passive language like "Responsible for..." or "Tasked with...." Don't list every single daily task; focus on significant contributions and measurable outcomes. Avoid jargon that recruiters outside your field won't understand.

Real Examples

Practical example showing do's and don'ts for experiences

Don't

Responsible for abstracting patient records in a cardiovascular research study.

Do

Abstracted patient data from over 10,000 medical records for a cardiovascular disease research project.

Don't

Ensured compliance with ICD-10-CM/PCS coding standards.

Do

Implemented and maintained accurate ICD-10-CM/PCS coding protocols across all clinical studies, reducing coding errors by 25%.

Quick Tips

  • Use strong action verbs like 'implemented', 'led', 'optimized', or 'improved' to describe your roles and achievements.
  • Quantify your accomplishments with specific numbers. Mention records reviewed, studies supported, query volume, error reduction, or cycle-time improvements.
  • Highlight any leadership roles you have had in training new team members or managing data abstraction teams.
  • Describe how your work has improved efficiency, accuracy, or patient care outcomes in measurable terms.

05

Education

Education

Degree Name | University Name | Location Month Year – Month Year - Relevant Coursework: [Course 1], [Course 2] - Honors/Awards: [Award Name] - GPA: X.X (if above 3.5)

General Guidelines

List your highest degree first. If you have significant work experience, keep the education section brief. Include your GPA only if it is above 3.5 or if you are a recent graduate. Highlight relevant coursework, academic projects, honors, or leadership roles.

Avoid This

Do not include high school details if you have a college degree. Avoid listing every single course you took; select only the most relevant ones. Don't include graduation dates from decades ago if age discrimination is a concern in your field.

Real Examples

Practical example showing do's and don'ts for educations

Don't

Bachelor of Arts | University of California, San Diego | San Diego, CA January 2018 – May 2022 - Courses: Introduction to Sociology, Psychology 101, Math 110 - GPA: 3.2

Do

Bachelor of Science in Health Informatics | San Diego State University | San Diego, CA September 2013 – May 2017 - Relevant Coursework: Medical Terminology, Data Management for Healthcare, Electronic Health Records - Honors/Awards: Dean’s List

Quick Tips

  • Start with your highest degree and list educational institutions in reverse chronological order.
  • Include relevant coursework that is directly applicable to the job of a Clinical Data Abstractor.
  • Mention any honors or awards received, as they can enhance your credibility and highlight your academic achievements.
  • Omit high school details unless you are a recent graduate with limited work experience.

06

Projects

Projects

Project Name | Tools/Technologies Used - Briefly describe what you created and its purpose - Highlight specific challenges you solved - Link to portfolio or demo if available

General Guidelines

Projects are excellent for demonstrating practical skills, especially if you lack work experience or are changing careers. Include a link to your portfolio or demo if possible. Focus on projects that show problem-solving skills and relevant tools for the target role.

Avoid This

Don't include trivial tutorials unless you significantly expanded on them. Avoid projects that are outdated, incomplete, or irrelevant to the role you're applying for. Don't just list technologies—explain what you created and why it matters.

Real Examples

Practical example showing do's and don'ts for projects

Don't

Created a basic website using HTML/CSS/JavaScript without any unique features or purpose related to clinical data abstraction. No challenges mentioned, no tools specified.

Do

Developed an automated ICD-10 coding accuracy checker using Python and SQL, reducing manual error checking time by 80%. Identified major discrepancies in initial dataset through analysis of over 500 patient records.

Quick Tips

  • Choose projects that directly relate to your career goals as a Clinical Data Abstractor. For instance, focus on data abstraction tools or coding accuracy solutions.
  • Detail specific challenges and the impact of your solution, such as how you improved efficiency or accuracy in clinical research datasets.
  • Use relevant technologies like Python for data analysis, SQL for querying databases, or specialized software like REDCap for project management.
  • Include a link to your portfolio or demo if available, allowing potential employers to see your work firsthand.

Frequently Asked Questions

Common questions about this role and how to best present it on your resume.

Prioritize EHR navigation, medical record abstraction, ICD-10-CM/PCS or CPT coding, data quality review, clinical terminology, and tools such as Epic, REDCap, OpenClinica, SQL, and Excel.

Connect each bullet to the record type, study area, quality step, or measurable result, such as records reviewed, error reduction, query resolution, or time saved.

Yes. Include relevant coding, health information, privacy, or clinical research credentials when they support the role, but avoid claiming certifications you have not earned.

Show progression from basic chart review to specialized oncology studies, protocol documentation, data quality audits, training, or cross-functional work with researchers and analysts.

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