A Medical Records Specialist begins by reviewing patient charts and assigning diagnosis-related groups (DRGs) using specialized computer software to ensure proper classification for billing and statistical purposes. They compile and maintain comprehensive patient medical records, documenting conditions and treatments while consulting classification manuals to accurately code disease processes. Throughout the day, they enter demographic data, medical histories, diagnostic procedures, and treatment information into electronic health record systems like Epic or MEDITECH. They process patient admission and discharge documents, post medical insurance billings, and prepare various business and government forms required for healthcare operations. A critical part of their role involves maintaining the security and confidentiality of medical records while operating health record indexes and storage systems.
Individuals who excel as Medical Records Specialists demonstrate exceptional dependability and attention to detail, as reflected in their high Conventional RIASEC profile (C:6.95). They possess strong analytical abilities to investigate and understand medical terminology while maintaining integrity when handling sensitive patient information. These professionals thrive on systematic work that requires following established procedures and protocols, making them well-suited for the structured nature of medical coding and record keeping. They typically enjoy working with data and information systems rather than direct patient interaction, preferring behind-the-scenes roles that support healthcare delivery through accurate documentation and information management.
While electronic health record systems have streamlined data entry and retrieval processes, the core functions of medical coding and record management remain largely human-dependent due to the complexity of medical decision-making and regulatory compliance requirements. The need for professional judgment in interpreting physician documentation and applying appropriate diagnostic codes provides protection against full automation. However, computer-assisted coding tools and artificial intelligence may increasingly support routine coding tasks, requiring specialists to develop more advanced analytical and quality assurance skills.
Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| medical | 144 | 0.0477 | wikipedia 72% inference 16% | |
| patient | 90 | 0.0298 | wikipedia 83% inference 9% | |
| records | 78 | 0.0258 | wikipedia 78% inference 13% | |
| health | 63 | 0.0209 | wikipedia 76% inference 19% | |
| record | 62 | 0.0205 | wikipedia 82% inference 15% | |
| tendency | 42 | 0.0139 | onet dimensi 100% | |
| care | 33 | 0.0109 | wikipedia 91% inference 6% | |
| history | 25 | 0.0083 | wikipedia 92% onet tasks 4% | |
| electronic | 22 | 0.0073 | wikipedia 68% inference 27% | |
| healthcare | 22 | 0.0073 | wikipedia 45% inference 41% | |
| patients | 21 | 0.0070 | wikipedia 81% onet tasks 14% | |
| notes | 17 | 0.0056 | wikipedia 100% | |
| access | 17 | 0.0056 | wikipedia 100% | |
| law | 17 | 0.0056 | wikipedia 100% | |
| providers | 16 | 0.0053 | wikipedia 94% inference 6% | |
| states | 15 | 0.0050 | wikipedia 100% | |
| insurance | 13 | 0.0043 | wikipedia 85% onet tasks 8% | |
| documentation | 13 | 0.0043 | wikipedia 54% inference 46% | |
| united | 13 | 0.0043 | wikipedia 100% | |
| others | 12 | 0.0040 | onet dimensi 83% onet tasks 8% | |
| ownership | 11 | 0.0036 | wikipedia 100% | |
| treatment | 10 | 0.0033 | wikipedia 60% onet tasks 20% | |
| disease | 10 | 0.0033 | wikipedia 70% onet tasks 20% | |
| coding | 10 | 0.0033 | inference 90% onet tasks 10% | |
| social | 10 | 0.0033 | wikipedia 50% onet dimensi 40% | |
| many | 10 | 0.0033 | wikipedia 90% inference 10% | |
| include | 10 | 0.0033 | wikipedia 100% | |
| security | 9 | 0.0030 | wikipedia 56% inference 22% | |
| management | 9 | 0.0030 | wikipedia 44% inference 44% | |
| provider | 9 | 0.0030 | wikipedia 100% |
Provenance Window — Full Source Record · 29-2072.00 · Medical Records Specialists 7 source blocks · click to expand
[None] Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software. DWAs: Classify materials according to standard systems. [None] Compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts. DWAs: Record patient medical histories. [None] Consult classification manuals to locate information about disease processes. DWAs: Maintain medical or professional knowledge. [None] Enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer. DWAs: Enter patient or treatment data into computers. [None] Identify, compile, abstract, and code patient data, using standard classification systems. DWAs: Collect medical information from patients, family members, or other medical professionals. | Code data or other information. [None] Maintain or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information. DWAs: Maintain medical facility records. [None] Post medical insurance billings. DWAs: Process medical billing information. [None] Process and prepare business or government forms. DWAs: Prepare official health documents or records. | Process healthcare paperwork. [None] Process patient admission or discharge documents. DWAs: Process healthcare paperwork. [None] Protect the security of medical records to ensure that confidentiality is maintained. DWAs: Maintain security. [None] Release information to persons or agencies according to regulations. DWAs: Perform clerical work in medical settings. [None] Resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings. DWAs: Communicate with management or other staff to resolve problems. [None] Retrieve patient medical records for physicians, technicians, or other medical personnel. DWAs: Perform clerical work in medical settings. [None] Review records for completeness, accuracy, and compliance with regulations. DWAs: Monitor medical facility activities to ensure adherence to standards or regulations. [None] Scan patients' health records into electronic formats. DWAs: Process healthcare paperwork. | Perform clerical work in medical settings. [None] Schedule medical appointments for patients. DWAs: Schedule appointments. | Schedule patient procedures or appointments. [None] Transcribe medical reports. DWAs: Perform clerical work in medical settings.
--- WORK STYLES --- Dependability (imp:4.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Attention to Detail (imp:3.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Attention to Detail (imp:3.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Dependability (imp:2.65) — A tendency to be reliable, responsible, and consistent in meeting work-related o Integrity (imp:2.32) — A tendency to be honest and ethical at work. Cautiousness (imp:2.17) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Integrity (imp:2.00) — A tendency to be honest and ethical at work. Cooperation (imp:1.63) — A tendency to be pleasant, helpful, and willing to assist others at work. Stress Tolerance (imp:1.16) — A tendency to cope and function effectively in stressful situations at work. Self-Control (imp:1.08) — A tendency to remain calm and composed and to manage emotions effectively in res Achievement Orientation (imp:1.07) — A tendency to establish and maintain personally challenging work-related goals, Cautiousness (imp:1.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Adaptability (imp:0.99) — A tendency to be open to and comfortable with change, new experiences, or ideas Perseverance (imp:0.93) — A tendency to exhibit determination and resolve to perform or complete tasks in Sincerity (imp:0.84) — A tendency to be genuine and sincere in interactions with others at work, withou Intellectual Curiosity (imp:0.79) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Humility (imp:0.64) — A tendency to be modest and humble when interacting with others at work. Initiative (imp:0.59) — A tendency to be proactive and take on extra responsibilities and tasks that may Self-Confidence (imp:0.34) — A tendency to believe in one's work-related capabilities and ability to control Empathy (imp:0.32) — A tendency to show concern for others and be sensitive to others' needs and feel Optimism (imp:0.22) — A tendency to exhibit a positive attitude and positive emotions at work, even un Social Orientation (imp:0.18) — A tendency to seek out, enjoy, and be energized by social interaction at work. Tolerance for Ambiguity (imp:0.08) — A tendency to be comfortable with ambiguity and uncertainty at work. Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Achievement Orientation () — A tendency to establish and maintain personally challenging work-related goals, Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work. Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work. Humility () — A tendency to be modest and humble when interacting with others at work. Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou Empathy () — A tendency to show concern for others and be sensitive to others' needs and feel Cooperation () — A tendency to be pleasant, helpful, and willing to assist others at work. Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work. Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work. Self-Control () — A tendency to remain calm and composed and to manage emotions effectively in res Innovation (imp:-0.45) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Leadership Orientation (imp:-0.54) — A tendency to lead, take charge, offer opinions, and provide direction at work.
--- NATIONAL WAGES --- total_employment : 194,720 annual_median : $51,140 annual_pct10 : $37,000 annual_pct25 : $43,490 annual_pct75 : $64,820 annual_pct90 : $81,150 annual_mean : $56,790 hourly_median : $24.59 --- GEOGRAPHIC DISPERSION --- highest_state : District of Columbia ($72,040) lowest_state : Puerto Rico ($27,990) dispersion_ratio : 2.574x --- TOP STATES BY WAGE (53 total) --- Health Care and Social Assistance emp: 123,820 median: $ 50,150 Professional, Scientific, and Technical Services emp: 19,340 median: $ 46,800 Administrative and Support and Waste Management and Remediation Services emp: 16,040 median: $ 49,490 Management of Companies and Enterprises emp: 14,870 median: $ 60,980 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 8,190 median: $ 60,860 Finance and Insurance emp: 6,180 median: $ 62,040 Educational Services emp: 2,630 median: $ 63,970 Information emp: 2,000 median: $ 48,900 Wholesale Trade emp: 780 median: $ 46,710 Retail Trade emp: 480 median: $ 49,360 --- TOP INDUSTRIES BY EMPLOYMENT (13 total) --- Health Care and Social Assistance emp: 123,820 median: $ 50,150 Professional, Scientific, and Technical Services emp: 19,340 median: $ 46,800 Administrative and Support and Waste Management and Remediation Services emp: 16,040 median: $ 49,490 Management of Companies and Enterprises emp: 14,870 median: $ 60,980 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 8,190 median: $ 60,860 Finance and Insurance emp: 6,180 median: $ 62,040 Educational Services emp: 2,630 median: $ 63,970 Information emp: 2,000 median: $ 48,900 Wholesale Trade emp: 780 median: $ 46,710 Retail Trade emp: 480 median: $ 49,360
exact_match_status : found matched_title : Medical record match_score : 0.6829 wikidata_qid : Q1324077 word_count : 3,858 wikipedia_url : https://en.wikipedia.org/wiki/Medical_record license : CC BY-SA 4.0 fetched_at : 2026-06-02T21:48:01.125682Z --- WIKIPEDIA FULL TEXT --- The terms medical record, health record and medical chart are used somewhat interchangeably to describe the systematic documentation of a single patient's medical history and care across time within one particular health care provider's jurisdiction. A medical record includes a variety of types of "notes" entered over time by healthcare professionals, recording observations and administration of drugs and therapies, orders for the administration of drugs and therapies, test results, X-rays, reports, etc. The maintenance of complete and accurate medical records is a requirement of health care providers and is generally enforced as a licensing or certification prerequisite. The terms are used for the written (paper notes), physical (image films) and digital records that exist for each individual patient and for the body of information found therein. Medical records have traditionally been compiled and maintained by health care providers, but advances in online data storage have led to the development of personal health records (PHR) that are maintained by patients themselves, often on third-party websites. This concept is supported by US national health administration entities and by AHIMA, the American Health Information Management Association. Because many consider the information in medical records to be sensitive private information covered by expectations of privacy, many ethical and legal issues are implicated in their maintenance, such as third-party access and appropriate storage and disposal. Although the storage equipment for medical records generally is the property of the health care provider, the actual record is considered in most jurisdictions to be the property of the patient, who may obtain copies upon request. == Uses == The information contained in the medical record allows health care providers to determine the patient's medical history and provide informed care. The medical record serves as the central repository for planning patient care and documenting communication among patient and health care provider and professionals contributing to the patient's care. An increasing purpose of the medical record is to ensure documentation of compliance with institutional, professional or governmental regulation. The traditional medical record for inpatient care can include admission notes, on-service notes, progress notes (SOAP notes), preoperative notes, operative notes, postoperative notes, procedure notes, delivery notes, postpartum notes, and discharge notes. Personal health records combine many of the above features with portability, thus allowing a patient to share medical records across providers and health care systems. Electronic medical records could also be studied to quantify disease burdens – such as the number of deaths from antimicrobial resistance – or help identify causes of, factors of and contributors to diseases, especially when combined with genome-wide association studies. For such purposes, electronic medical records could potentially be made available in securely anonymized or pseudonymized forms to ensure patients' privacy is maintained. == Contents == A patient's individual medical record identifies the patient and contains information regarding the patient's case history at a particular provider. The health record as well as any electronically stored variant of the traditional paper files contain proper identification of the patient. Further information varies with the individual medical history of the patient. The contents are generally written with other healthcare professionals in mind. This can result in confusion and hurt feelings when patients read these notes. For example, some abbreviations, such as for shortness of breath, are similar to the abbreviations for profanities, and taking "time out" to follow a surgical safety protocol might be misunderstood as a disciplinary technique for children. == Media applied == Traditionally, medical records were written on paper and maintained in folders often divided into sections for each type of note (progress note, order, test results), with new information added to each section chronologically. Active records are usually housed at the clinical site, but older records are often archived offsite. The advent of electronic medical records has not only changed the format of medical records but has increased accessibility of files. The use of an individual dossier style medical record, where records are kept on each patient by name and illness type originated at the Mayo Clinic out of a desire to simplify patient tracking and to allow for medical research. Maintenance of medical records requires security measures to prevent from unauthorized access or tampering with the records. === Medical history === The medical history is a longitudinal record of what has happened to the patient since birth. It chronicles diseases, major and minor illnesses, as well as growth landmarks. It gives the clinician a feel for what has happened before to the patient. As a result, it may often give clues to current disease state. It includes several subsets detailed below. Surgical history The surgical history is a chronicle of surgery performed for the patient. It may have dates of operations, operative reports, and/or the detailed narrative of what the surgeon did. Obstetric history The obstetric history lists prior pregnancies and their outcomes. It also includes any complications of these pregnancies. Medications and medical allergies The medical record may contain a summary of the patient's current and previous medications as well as any medical allergies. Family history The family history lists the health status of immediate family members as well as their causes of death (if known). It may also list diseases common in the family or found only in one sex or the other. It may also include a pedigree chart. It is a valuable asset in predicting some outcomes for the patient. Social history The social history is a chronicle of human interactions. It tells of the relationships of the patient, his/her careers and trainings, and religious training. It is helpful for the physician to know what sorts of community support the patient might expect during a major illness. It may explain the behavior of the patient in relation to illness or loss. It may also give clues as to the cause of an illness (e.g. occupational exposure to asbestos). Habits Various habits which impact health, such as tobacco use, alcohol intake, exercise, and diet are chronicled, often as part of the social history. This section may also include more intimate details such as sexual habits and sexual orientation. Immunization history The history of vaccination is included. Any blood tests proving immunity will also be included in this section. Growth chart and developmental history For children and teenagers, charts documenting growth as it compares to other children of the same age is included, so that health-care providers can follow the child's growth over time. Many diseases and social stresses can affect growth, and longitudinal charting can thus provide a clue to underlying illness. Additionally, a child's behavior (such as timing of talking, walking, etc.) as it compares to other children of the same age is documented within the medical record for much the same reasons as growth. === Medical encounters === Within the medical record, individual medical encounters are marked by discrete summations of a patient's medical history by a physician, nurse practitioner, or physician assistant and can take several forms. Hospital admission documentation (i.e., when a patient requires hospitalization) or consultation by a specialist often take an exhaustive form, detailing the entirety of prior health and health care. Routine visits by a provider familiar to the patient, however, may take a shorter form such as the problem-oriented medical record (POMR), which includes a problem list of diagnoses or a "SOAP" method --- SEMANTIC NEIGHBORS (5) --- Title: Infectious diseases (medical specialty) (similarity: 0.4848) URL: https://en.wikipedia.org/wiki/Infectious_diseases_(medical_specialty) QID: Q788926 Extract: Infectious diseases (ID), also known as infectiology, is a medical specialty dealing with the diagnosis and treatment of infections. An infectious diseases specialist's practice consists of managing nosocomial (healthcare-acquired) infections or community-acquired infections. An ID specialist invest Title: Electronic health record (similarity: 0.4706) URL: https://en.wikipedia.org/wiki/Electronic_health_record QID: Q10871684 Extract: An electronic health record (EHR) is the systematized collection of electronically stored patient and population health information in a digital format. These records can be shared across different health care settings. Records are shared through network-connected, enterprise-wide information syste Title: Unified Medical Language System (similarity: 0.4483) URL: https://en.wikipedia.org/wiki/Unified_Medical_Language_System QID: Q455338 Extract: The Unified Medical Language System (UMLS) is a compendium of many controlled vocabularies in the biomedical sciences. It provides a mapping structure among these vocabularies and thus allows one to translate among the various terminology systems; it may also be viewed as a comprehensive thesaurus a Title: Healthcare in Belgium (similarity: 0.3333) URL: https://en.wikipedia.org/wiki/Healthcare_in_Belgium QID: Q5691244 Extract: Belgium has a universal healthcare system, which is composed of three parts: first, there is a primarily publicly funded health care and social security service run by the federal government, which organises and regulates healthcare; independent private/public practitioners, university/semi-private Title: Programmer (similarity: 0.1622) URL: https://en.wikipedia.org/wiki/Programmer QID: Q5482740 Extract: A programmer, computer programmer or coder is an author of computer source code – someone with skill in computer programming. The professional titles software developer and software engineer may be used for jobs that require a programmer.
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Strong confidence due to comprehensive O*NET data including detailed tasks, clear RIASEC profile, robust wage data from BLS OEWS May 2025, and direct Wikipedia match providing context for the field.
inferred_at : 2026-06-03T19:50:46.164901+00:00
tokens_input : 3,497
tokens_output : 4,278
cost_usd : $0.043859
wikipedia_used : True
wikipedia_title : Medical record
wikipedia_note : The Wikipedia entry for 'Medical record' directly relates to this occupation's core function of maintaining systematic documentation of patient medical history and care. The definition aligns with the specialist's responsibility for compiling and maintaining medical records across healthcare providers.
--- PROSE FIELDS ---
ROLE SUMMARY:
Medical Records Specialists compile, process, and maintain medical records in healthcare facilities, ensuring compliance with medical, administrative, ethical, legal, and regulatory requirements. They classify medical diagnoses and procedures using standardized coding systems like DRGs and enter patient data into electronic health record systems. These professionals serve as the backbone of healthcare information management, maintaining the accuracy and security of patient documentation.
DAY IN THE LIFE:
A Medical Records Specialist begins by reviewing patient charts and assigning diagnosis-related groups (DRGs) using specialized computer software to ensure proper classification for billing and statistical purposes. They compile and maintain comprehensive patient medical records, documenting conditions and treatments while consulting classification manuals to accurately code disease processes. Throughout the day, they enter demographic data, medical histories, diagnostic procedures, and treatment information into electronic health record systems like Epic or MEDITECH. They process patient admission and discharge documents, post medical insurance billings, and prepare various business and government forms required for healthcare operations. A critical part of their role involves maintaining the security and confidentiality of medical records while operating health record indexes and storage systems.
WHO THRIVES:
Individuals who excel as Medical Records Specialists demonstrate exceptional dependability and attention to detail, as reflected in their high Conventional RIASEC profile (C:6.95). They possess strong analytical abilities to investigate and understand medical terminology while maintaining integrity when handling sensitive patient information. These professionals thrive on systematic work that requires following established procedures and protocols, making them well-suited for the structured nature of medical coding and record keeping. They typically enjoy working with data and information systems rather than direct patient interaction, preferring behind-the-scenes roles that support healthcare delivery through accurate documentation and information management.
CAREER ENTRY:
Entry into this field typically requires a postsecondary certificate in health information technology or medical coding, often obtainable through community colleges or vocational schools within 6-24 months. Many employers prefer candidates with professional certifications such as Certified Coding Specialist (CCS) or Certified Professional Coder (CPC) credentials. While some positions accept high school diplomas with on-the-job training, most require formal education in medical terminology, anatomy, and coding systems. Experience with electronic health record systems and proficiency in Microsoft Office applications enhance employment prospects.
CAREER TRAJECTORY:
Medical Records Specialists can advance to supervisory roles overseeing health information departments or specialize in areas like clinical documentation improvement or compliance auditing. With additional education and certification, they may transition to Health Information Technologist positions or become coding consultants working with multiple healthcare facilities. Some professionals leverage their expertise to move into health informatics roles, combining their medical knowledge with advanced technology skills. The growing emphasis on electronic health records and data analytics creates opportunities for advancement into positions focused on healthcare data management and quality improvement.
MARKET INTELLIGENCE:
According to BLS OEWS May 2025 data, Medical Records Specialists earn a median annual wage of $51,140, with the 10th to 90th percentile range spanning $37,000 to $81,150. The occupation employs 194,720 professionals nationwide, with the highest concentration in Health Care and Social Assistance (123,820 employed), followed by Professional, Scientific, and Technical Services (19,340 employed). Geographic wage variation is significant, with the District of Columbia offering the highest median wage at $72,040 compared to Puerto Rico's $27,990, representing a 2.57x ratio. The consistent demand for healthcare services and increasing regulatory requirements for medical documentation suggest stable employment prospects, particularly as healthcare facilities transition to more sophisticated electronic health record systems.
AUTOMATION OUTLOOK:
While electronic health record systems have streamlined data entry and retrieval processes, the core functions of medical coding and record management remain largely human-dependent due to the complexity of medical decision-making and regulatory compliance requirements. The need for professional judgment in interpreting physician documentation and applying appropriate diagnostic codes provides protection against full automation. However, computer-assisted coding tools and artificial intelligence may increasingly support routine coding tasks, requiring specialists to develop more advanced analytical and quality assurance skills.
--- REASONED EDGES ---
[task_similarity] Medical Transcriptionists (31-9094.00) — confidence:high
reasoning: Both roles involve processing medical documentation and maintaining patient records, with similar attention to detail requirements and medical terminology knowledge.
data: Medical terminology knowledge
data: Medical record maintenance
data: Healthcare documentation processing
[career_pathway] Health Information Technologists and Medical Registrars (29-9021.00) — confidence:high
reasoning: Health Information Technologists represent a natural advancement path for Medical Records Specialists, requiring similar coding expertise but with expanded responsibilities.
data: Medical coding knowledge
data: Health information management
data: Electronic health records expertise
[skill_overlap] Medical Secretaries and Administrative Assistants (43-6013.00) — confidence:high
reasoning: Both roles require processing healthcare paperwork, maintaining medical records, and using electronic health record systems in healthcare settings.
data: Healthcare paperwork processing
data: Medical record systems
data: Healthcare administration
[career_pathway] Health Informatics Specialists (15-1211.01) — confidence:medium
reasoning: Medical Records Specialists can advance to Health Informatics roles by combining their medical coding expertise with advanced technology and data analysis skills.
data: Electronic health records
data: Healthcare data management
data: Medical coding systems
[skill_overlap] File Clerks (43-4071.00) — confidence:medium
reasoning: Both roles share fundamental record-keeping and information organization responsibilities, though Medical Records Specialists require specialized medical knowledge.
data: Record maintenance
data: Information classification
data: Data entry
--- NORMALIZER SIGNALS ---
match_keywords : ['medical records', 'medical coding', 'health information', 'medical coder', 'clinical documentation', 'health records', 'medical charts', 'diagnosis coding']
exclude_keywords : ['nursing', 'physician', 'therapy', 'clinical care', 'patient treatment']
title_patterns : ['Medical Records', 'Health Information', 'Medical Coder', 'Coding Specialist', 'EHR Specialist']
common_variations: ['Medical Records Specialist', 'Health Information Clerk', 'Medical Coder', 'Certified Coding Specialist', 'Clinical Documentation Specialist', 'Electronic Health Records Specialist', 'Health Information Coder', 'Medical Records Technician']
total_terms : 40 top_words : ['medical', 'patient', 'records', 'health', 'record', 'tendency', 'care', 'history', 'electronic', 'healthcare', 'patients', 'notes', 'access', 'law', 'providers', 'states', 'insurance', 'documentation', 'united', 'others'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── medical 144 0.04770 wikipedia wikipedia:72% inference:16% dwas:8% patient 90 0.02981 wikipedia wikipedia:83% inference:9% onet_tasks:4% records 78 0.02584 wikipedia wikipedia:78% inference:13% onet_tasks:6% health 63 0.02087 wikipedia wikipedia:76% inference:19% onet_tasks:3% record 62 0.02054 wikipedia wikipedia:82% inference:15% onet_tasks:2% tendency 42 0.01391 onet_dimensions onet_dimensions:100% care 33 0.01093 wikipedia wikipedia:91% inference:6% onet_tasks:3% history 25 0.00828 wikipedia wikipedia:92% onet_tasks:4% inference:4% electronic 22 0.00729 wikipedia wikipedia:68% inference:27% onet_tasks:5% healthcare 22 0.00729 wikipedia wikipedia:45% inference:41% dwas:14% patients 21 0.00696 wikipedia wikipedia:81% onet_tasks:14% dwas:5% notes 17 0.00563 wikipedia wikipedia:100% access 17 0.00563 wikipedia wikipedia:100% law 17 0.00563 wikipedia wikipedia:100% providers 16 0.00530 wikipedia wikipedia:94% inference:6% states 15 0.00497 wikipedia wikipedia:100% insurance 13 0.00431 wikipedia wikipedia:85% onet_tasks:8% inference:8% documentation 13 0.00431 wikipedia wikipedia:54% inference:46% united 13 0.00431 wikipedia wikipedia:100% others 12 0.00398 onet_dimensions onet_dimensions:83% onet_tasks:8% wikipedia:8% ownership 11 0.00364 wikipedia wikipedia:100% treatment 10 0.00331 wikipedia wikipedia:60% onet_tasks:20% dwas:10% disease 10 0.00331 wikipedia wikipedia:70% onet_tasks:20% inference:10% coding 10 0.00331 inference inference:90% onet_tasks:10% social 10 0.00331 wikipedia wikipedia:50% onet_dimensions:40% inference:10% many 10 0.00331 wikipedia wikipedia:90% inference:10% include 10 0.00331 wikipedia wikipedia:100% security 9 0.00298 wikipedia wikipedia:56% inference:22% onet_tasks:11% management 9 0.00298 wikipedia wikipedia:44% inference:44% dwas:11% provider 9 0.00298 wikipedia wikipedia:100% personal 8 0.00265 wikipedia wikipedia:75% onet_dimensions:25% professionals 8 0.00265 inference inference:50% wikipedia:38% dwas:12% written 8 0.00265 wikipedia wikipedia:100% regarding 8 0.00265 wikipedia wikipedia:100% physician 8 0.00265 wikipedia wikipedia:88% inference:12% act 8 0.00265 wikipedia wikipedia:100% right 8 0.00265 wikipedia wikipedia:100% shared 8 0.00265 wikipedia wikipedia:100% computer 7 0.00232 wikipedia wikipedia:43% onet_tasks:29% inference:29% research 7 0.00232 wikipedia wikipedia:86% onet_tasks:14%