Lower Risk

Administrative

Data Entry Specialist

AI is poised to significantly impact Data Entry Specialists by automating routine data input and validation tasks. LLMs can assist with data extraction from unstructured documents, while Robotic Process Automation (RPA) can handle repetitive data entry processes. Computer vision can automate the processing of scanned documents and images.

Top risks:

Entering data into computer systems and databases85%
Verifying data for accuracy and completeness75%
Maintaining and updating databases60%

Administrative

File Clerk

AI is poised to significantly impact File Clerk roles by automating routine data entry, document management, and information retrieval tasks. Technologies like Robotic Process Automation (RPA), Optical Character Recognition (OCR), and Intelligent Document Processing (IDP) systems are increasingly capable of handling tasks previously performed by file clerks. LLMs can assist with organizing and summarizing documents.

Top risks:

Sorting and classifying documents80%
Filing documents in alphabetical or numerical order60%
Retrieving documents upon request70%

Side-by-Side Metrics

Metric	Data Entry Specialist	File Clerk
Risk Score	76%	80%
Risk Level	Critical Risk	Critical Risk
Timeline	2-5 years	2-5 years
Category	Administrative	Administrative
Tasks at Risk	6 tasks	7 tasks
Skills at Risk	4 skills	6 skills
Safe Skills	4 skills	2 skills

Risk Comparison

Data Entry Specialist76%

File Clerk80%

Data Entry Specialist has 4 percentage points lower risk than File Clerk.

Tasks at Risk

Data Entry Specialist Tasks at Risk

Entering data into computer systems and databases85%

1-3 years

Verifying data for accuracy and completeness75%

1-3 years

Maintaining and updating databases60%

2-5 years

Scanning and indexing documents90%

Already possible

Preparing reports and summaries of data50%

2-5 years

File Clerk Tasks at Risk

Sorting and classifying documents80%

1-3 years

Filing documents in alphabetical or numerical order60%

5-10 years

Retrieving documents upon request70%

1-3 years

Maintaining and updating filing systems75%

1-3 years

Data entry and record keeping90%

Already possible

Skills Comparison

Data Entry Specialist -- Safe Skills

Complex problem-solvingCritical thinkingCommunicationHandling nuanced information requests

Data Entry Specialist -- Skills at Risk

Data entryData verificationDocument scanningBasic data reporting

File Clerk -- Safe Skills

Physical organization (until robotics are ubiquitous)Handling sensitive physical documents with legal requirements

File Clerk -- Skills at Risk

Data entryFilingRecord keepingDocument retrievalPhotocopyingScanning

Shared Vulnerable Skills(at risk in both careers)

Data entry

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