Lower Risk

Administrative

Billing Specialist

AI is poised to significantly impact Billing Specialists by automating routine data entry, invoice processing, and payment reconciliation. LLMs can assist with generating reports and responding to basic customer inquiries, while robotic process automation (RPA) can handle repetitive tasks. Computer vision can automate document processing.

Top risks:

Preparing and submitting claims to insurance companies60%
Verifying patient insurance coverage and eligibility70%
Generating and sending invoices to patients or clients80%

Administrative

Filing Clerk

AI is poised to significantly impact Filing Clerks by automating routine data entry, document sorting, and retrieval tasks. LLMs can assist in organizing and summarizing documents, while computer vision can automate the scanning and indexing of physical files. Robotic process automation (RPA) can handle repetitive data entry tasks, reducing the need for manual labor.

Top risks:

Sort materials or documents according to established filing systems, alphabetically, numerically, or by subject matter.75%
Locate and retrieve files or documents when requested.60%
Enter data into computer systems to maintain records.80%

Side-by-Side Metrics

Metric	Billing Specialist	Filing Clerk
Risk Score	77%	77%
Risk Level	Critical Risk	Critical Risk
Timeline	2-5 years	2-5 years
Category	Administrative	Administrative
Tasks at Risk	7 tasks	6 tasks
Skills at Risk	5 skills	4 skills
Safe Skills	5 skills	4 skills

Risk Comparison

Billing Specialist77%

Filing Clerk77%

Both jobs have equal AI displacement risk.

Tasks at Risk

Billing Specialist Tasks at Risk

Preparing and submitting claims to insurance companies60%

2-5 years

Verifying patient insurance coverage and eligibility70%

2-5 years

Generating and sending invoices to patients or clients80%

1-2 years

Processing payments and posting them to patient accounts75%

2-5 years

Resolving billing discrepancies and appealing denied claims40%

5-10 years

Filing Clerk Tasks at Risk

Sort materials or documents according to established filing systems, alphabetically, numerically, or by subject matter.75%

2-5 years

Locate and retrieve files or documents when requested.60%

2-5 years

Enter data into computer systems to maintain records.80%

2-5 years

Scan or read incoming materials to determine how and where they should be classified or filed.50%

5-10 years

Track materials removed from files to ensure that borrowed files are returned.70%

2-5 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Critical thinking

Billing Specialist -- Safe Skills

Complex problem-solvingCritical thinkingEmpathyNegotiationEthical judgment

Billing Specialist -- Skills at Risk

Data entryInvoice processingPayment postingClaims submissionBasic customer service

Filing Clerk -- Safe Skills

Problem-solvingCritical thinkingAdaptabilityCommunication (in complex situations)

Filing Clerk -- Skills at Risk

Data entryFilingRecord keepingDocument sorting

Shared Vulnerable Skills(at risk in both careers)

Data entry

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