Data entry operator Data Entry Keyers
職業代碼: 43-9021（SOC） 非技術移民職業 總體 6/10
Operate keyboards or data entry devices to input information, which may include verifying data and preparing print materials. Excludes word processors and typists.
評分 · 總體 6/10i
In the AI era: what happens to Data entry operator
Data entry operators face a very high risk of automation, as data transcription, validation, and formatting tasks can be efficiently replaced by AI/OCR technology, leading to significant shrinkage in job demand.
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Replaces data entry clerks who manually type data from paper or PDF documents, such as invoice and form data entry and verification.
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Replaces manual transcription of text and numbers from scanned documents and images by data entry workers, especially for batch processing scenarios like invoices and orders.
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Replaces data entry workers' repetitive copy-paste tasks across multiple systems, e.g., automatically entering form data into databases.
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Replaces data entry clerks handling manual entry of tables and handwritten text from large volumes of paper or digital documents, especially invoices and reports.
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Replaces manual data entry of extracting and inputting structured data from invoices, contracts, etc., reducing human errors.
- Transcribe data from paper documents or images into electronic systems
- Verify data accuracy and correct errors
- Organize and classify data according to preset formats
- Generate standard reports and print materials
- Simple repetitive keyboard data entry tasks.
- Use AI tools for data cleaning and standardization
- Accelerate data collection via OCR and voice recognition
- Automate data workflows using low-code/no-code platforms
- Monitor AI data entry quality and handle anomalies
- Design optimization plans for data entry processes
- Judgment to handle unstructured or ambiguous data
- Compliance responsibilities for data security and privacy protection
- Complex problem-solving for cross-system data integration
- Flexible handling of special formats or handwritten text
- Communicate with business departments to understand data needs
- Python scripting and basic programming
- Advanced Excel functions and Macros/VBA
- RPA tools (e.g., UiPath, Power Automate)
- data cleaning and visualisation tools (e.g., OpenRefine, Tableau)
- Master AI OCR and document processing APIs (e.g., Tesseract, AWS Textract)
- Basic database management (SQL queries)
Entry-level data entry positions have drastically declined; companies prefer automated tools over hiring novices. Existing roles usually require basic automation tools (e.g., Excel macros, RPA). Mere typing skills are no longer competitive.
Data entry workers should transition to data operations or process automation specialists. Short-term: learn RPA and Excel macros; medium-term: master Python scripting and API calls; long-term: take charge of automation process design, manage AI training data annotation, or move into data analyst roles, leveraging sensitivity to data quality to build data pipelines and optimize business decisions.
薪資
| 經驗 | 年薪 (USD) | |
|---|---|---|
| 初級（0-3年） | $28,000 ~ $35,000 | Data source: BLS 2023 |
| 中級（3-7年） | $35,000 ~ $42,000 | Includes experience and speed improvement |
| Senior (7+ years) | $42,000 ~ $50,000 | May advance to supervisor or team leader |
教育路徑
| 階段 | 時長 | 費用 (USD) |
|---|---|---|
| High school diploma or equivalent | 0 years (on-the-job training) | $0~$0 |
| Short-term vocational training certificate | 6 months. | $3,000~$15,000 |
資格
| 學歷 | 發證機構 | |
|---|---|---|
| High school diploma or GED | Accredited by the U.S. Department of Education | 必需 |
| On-the-job training | Employer | 必需 |
移民
非技術移民職業. Visa pathways depend on matching the specific duties to the right petition category; refer to the latest USCIS rules and the relevant category.
適合對象
- People seeking quick onboarding and not requiring high salary
- Those who value work-life balance and dislike high pressure
- A transitional career for those planning to move into data-related fields
- Those seeking high salary and career development potential
- Those who are not accustomed to repetitive work.
職業前景
Junior data entry clerks can advance to data verifiers or team supervisors; with experience, move toward data analysis, database management, or system administration. Some boost positions through certifications like Microsoft Office Specialist.
US Bureau of Labor Statistics projects data entry jobs will decline about 8% from 2022-2032 due to automation and digitalization. However, demand remains in healthcare and finance. Learning data management or automation tools is recommended to stay competitive.
成長領域：
DigitizationAutomationData ManagementRemote Work
常見問題
數據來源
Salary ranges are estimates aggregated from public listings on Indeed, Glassdoor, ERI SalaryExpert and the U.S. Bureau of Labor Statistics (BLS OEWS); employment and demand outlook cite the BLS Occupational Outlook and O*NET; visa and migration details follow the latest USCIS work-visa (H-1B / O-1 / L-1) and employment-based green-card (EB-2 / EB-3, incl. DOL PERM labor certification) rules. Figures are indicative only — always refer to the latest official sources.