Data Entry Clerk
Definition
Data Entry Clerk
A data entry clerk is an office worker who inputs, updates, and verifies information in digital systems and databases. This is an accuracy-first role, and it powers the analytics, billing, customer records, and reporting that every modern business relies on.
The job looks simple from the outside. In practice, a clerk sits between raw paperwork and clean, queryable data — the difference between a working CRM and a broken one.
Most data entry clerks split their day between structured tasks like invoice capture and reactive work like fixing broken customer records. Volumes typically run from a few hundred fields per shift to several thousand, based on system and industry.
Companies increasingly outsource the role to offshore providers in the Philippines, India, and South Africa. Data entry sits inside the back-office segment of business process outsourcing, a global market north of $300 billion and still growing.
Key takeaways
- A data entry clerk enters, verifies, and cleans data across CRMs, spreadsheets, ERPs, and internal databases every shift, keeping downstream reporting reliable for finance, sales, and operations.
- Keystrokes-per-hour, error rate, and turnaround time are the three metrics most teams use to grade clerk performance and forecast batch-level capacity month over month.
- The role sits inside back-office BPO, where accuracy targets typically run 98% or higher across every batch delivered to the paying client.
- Offshore providers in the Philippines and India offer clerks at 60-70% below in-house cost while matching quality standards across most industries.
- Automation is thinning the routine keying work, but exception handling, data cleansing, and ambiguous-scan review keep human clerks central to the workflow.
How it works
A data entry clerk receives source material — paper forms, emails, PDFs, or scanned images — and transcribes the content into a target system, verifying each field against a set of accuracy and formatting rules before submitting the batch.
The daily loop starts with intake. Source documents arrive through email, a shared drive, or a scanning app, and a supervisor tags each batch with a priority code, a deadline, and the target system.
Clerks then key the data into the destination system, usually a CRM, ERP, or line-of-business database. A quality assurance layer samples the output, and errors are logged back to the clerk for correction before the batch is closed.
Fields-per-hour, error rate, and turnaround time are the three KPIs most operations teams watch. Anything above 98% accuracy is considered production-grade, and repeat offenders are pulled off the queue for retraining.
| Task | Typical frequency | Primary KPI |
|---|---|---|
| Invoice capture | Daily | Fields per hour |
| Customer record updates | Continuous | Error rate |
| Data cleansing | Weekly | Duplicates removed |
| Form digitization | Project-based | Turnaround time |
| Exception handling | On demand | Resolution rate |
Examples
Data entry clerks show up wherever paper meets pixels. Retail chains, hospitals, and logistics firms all run structured entry teams — some in-house, most outsourced to offshore BPO providers by 2024.
Concentrix (Global BPO). Concentrix employs over 440,000 people across 70 countries as of 2024, with data entry and back-office processing baked into its core services for retail, banking, and financial-services clients worldwide.
Teleperformance (France). The Paris-listed firm crossed €10 billion in revenue in 2024 and runs dedicated data entry and content moderation teams from delivery hubs in the Philippines, Colombia, Egypt, and Mexico across multiple time zones.
TaskUs (US-Philippines). Listed on NASDAQ and headquartered in New Braunfels, Texas, TaskUs booked $989 million in 2024 revenue, with a large slice coming from annotation, tagging, and structured data entry for hyperscale tech clients.
iQor (Global). The Florida-based firm operates across 10 countries and staffs several thousand data entry clerks from its Philippines and India centers, supporting healthcare, telecom, and utility clients on multi-year contracts.
Related terms
A data entry clerk sits inside a cluster of back-office and contact-center roles that share process discipline, quality gates, and shift work. The terms below show up regularly in outsourcing contracts and share overlapping KPIs with the role.
- Back Office: the internal support function where data entry, HR, and finance work sit outside customer-facing operations and product teams.
- Business Process Outsourcing (BPO): the industry that packages data entry, contact center, and IT services for external clients on multi-year contracts.
- Quality Assurance: the sampling and review layer that catches keying errors before a data batch leaves the clerk’s queue for downstream systems.
- Key Performance Indicator (KPI): the numeric target, such as fields per hour or error rate, that grades a clerk’s daily output.
- Standard Operating Procedure (SOP): the written playbook a clerk follows for every batch type, from invoices to insurance claims to shipping manifests.
- Subject Matter Expert (SME): the internal specialist a clerk escalates to when a record breaks the standard formatting or business rules.
FAQ
What does a data entry clerk do?
A data entry clerk types, updates, and verifies information in databases, CRMs, and spreadsheets. Tasks range from invoice capture to customer record cleaning and duplicate removal. Speed and accuracy are the two things that get measured every shift.
How much does a data entry clerk earn?
US clerks average $17 an hour according to 2024 Bureau of Labor Statistics data, or about $35,000 annually. Offshore rates in the Philippines and India run 60-70% lower, which is why the role is heavily outsourced by Western firms.
What skills does a data entry clerk need?
Fast, accurate typing is the baseline, usually 50-70 words per minute with 98%+ accuracy. Familiarity with Excel, common CRMs, and standard document formats matters more than a formal degree. Attention to detail is the single biggest predictor of long-term success.
Is the data entry clerk role being replaced by automation?
Partly. Optical character recognition and workflow bots now handle the highest-volume, structured jobs like utility bills and standardized forms. Human clerks stay on for exception handling, ambiguous scans, and cleanup that automation still gets wrong.
How do you outsource a data entry clerk role?
Most companies scope the volume and accuracy targets first, then shortlist BPO providers in the Philippines, India, or South Africa on cost per record and quality scores.
A three-month pilot batch is the standard proof-of-concept before signing a full multi-year contract.
For a deeper read on outsourcing data entry clerk roles, providers, and delivery models, visit Outsource Accelerator.
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