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AI Risk Comparison

Data Entry Keyers vs Medical Records Specialists

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Medical Records Specialists
Higher risk
Data Entry Keyers
Risk gap
80 points
Office & AdministrativeO*NET: 43-9021.00

Data Entry Keyers

Operate data entry device, such as keyboard or photo composing perforator. Duties may include verifying data and preparing materials for printing.

AI Risk Score

93/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Locate and correct data entry errors, or report them to supervisors.
  • Compile, sort, and verify the accuracy of data before it is entered.
  • Compare data with source documents, or re-enter data in verification format to detect errors.
  • Working with Computers
  • Processing Information

Top skills

Reading Comprehension3.62/5
Active Listening3.38/5
Monitoring3.25/5
Writing3.00/5
Time Management3.00/5

Recommended career pivots

File Clerks92/100Word Processors and Typists92/100Office Machine Operators, Except Computer91/100Mail Clerks and Mail Machine Operators, Except Postal Service86/100Office Clerks, General91/100
HealthcareO*NET: 29-2072.00

Medical Records Specialists

Compile, process, and maintain medical records of hospital and clinic patients in a manner consistent with medical, administrative, ethical, legal, and regulatory requirements of the healthcare system. Classify medical and healthcare concepts, including diagnosis, procedures, medical services, and equipment, into the healthcare industry's numerical coding system. Includes medical coders.

AI Risk Score

13/100
Very Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Provide data-driven insights and recommendations

Top skills

Recommended career pivots

Medical Transcriptionists78/100Health Information Technologists and Medical Registrars4/100Medical Secretaries and Administrative Assistants91/100Medical Assistants68/100File Clerks92/100

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