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Data Entry Keyers

SOC 43-9021.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers clerical and administrative data entry practice in office, healthcare, financial, and government settings where keyers input, verify, correct, and store structured records using a range of software tools.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Data entry keystrokes — perform under direct supervision using standard office suite software to input structured information from source documents.
  2. Source document comparison — follow established protocols to match printed records against on-screen fields in a supervised office environment.
  3. Basic data errors — recognize and flag obvious discrepancies to a supervisor before records are saved in a database system.
  4. Completed data files — store in designated folders or filing locations according to department naming conventions under direct guidance.
  5. Work materials and templates — select appropriate forms and input screens needed to begin assigned data tasks with supervisor assistance.
  6. Alphabetic and numeric keyboarding — demonstrate acceptable speed and accuracy on entry-level data tasks in a clerical support role.
  7. Written instructions — read and interpret task briefs with sufficient comprehension to begin routine data entry assignments independently.
  8. Spreadsheet software — enter rows of structured data into pre-formatted worksheets following step-by-step instructions provided by a team lead.
  9. Time allocation — follow a daily task schedule set by a supervisor to complete assigned batches of records within a standard shift.
  10. Near-vision accuracy — apply close visual attention to distinguish similar characters and numeric strings when transcribing source documents at a workstation.
Developing
Mid-level / Established
  1. Data accuracy verification — compile, sort, and cross-check batches of records against source documents routinely with minimal oversight in a production data environment.
  2. Error detection and correction — locate and correct keying mistakes using re-entry verification formats before submitting records to the main database.
  3. Customer relationship management software — navigate CRM screens to update client records and retrieve existing data in a moderate-volume office setting.
  4. Document storage protocols — apply departmental filing conventions consistently to store completed digital and paper records in appropriate locations without reminders.
  5. Word processing documents — draft and format routine correspondence and data summaries using standard templates in an administrative support role.
  6. Work assignment planning — select and prioritize materials and input queues independently to meet daily throughput targets without supervisor direction.
  7. Spreadsheet and accounting software — enter, format, and perform basic validation on financial or transactional data across multiple software platforms.
  8. Active listening in handoff meetings — capture verbal instructions from supervisors or colleagues and apply them accurately to subsequent data tasks.
  9. Selective attention under repetition — maintain consistent keystroke accuracy across extended data entry sessions in a high-volume clerical environment.
  10. Cloud-based sharing platforms — upload, organize, and retrieve shared data files using cloud access tools to support team-wide data workflows.
Proficient
Senior / Expert IC
  1. Complex error resolution — independently locate, diagnose, and correct multi-field data inconsistencies across linked database tables without escalating routine issues.
  2. Full-cycle data quality review — compile, sort, verify, and certify accuracy of large data sets before import into enterprise resource planning (ERP) systems.
  3. Cross-platform data entry — perform accurate record maintenance across CRM, ERP, medical, and accounting software platforms in a multi-system office environment.
  4. Procedural writing — document step-by-step data entry procedures and error-correction protocols for use by newer keyers on the team.
  5. Non-routine source documents — interpret ambiguous or non-standard source materials and determine correct entry format using professional judgment in a live production environment.
  6. Time management across workloads — self-manage competing batch deadlines and reprioritize task queues in response to shifting organizational demands without supervisor intervention.
  7. Data integrity monitoring — routinely audit completed records for systemic keying patterns that indicate process-level problems and report findings with supporting evidence.
  8. Video conferencing and remote workflow tools — coordinate remote data handoffs and verification tasks with distributed teams using video and cloud collaboration platforms.
  9. Legal and regulatory data standards — apply knowledge of relevant law, government, and compliance requirements when handling sensitive records in regulated industries.
  10. Perceptual speed under pressure — sustain high accuracy and throughput on time-sensitive data projects by applying practiced visual-scanning and information-ordering techniques.
Advanced
Lead / Principal / Executive
  1. Data entry quality standards — establish team-wide accuracy benchmarks and verification protocols that define acceptable performance across all keying assignments in the department.
  2. Workflow design — design and implement structured data intake, sorting, and validation procedures that reduce error rates across the full keying operation.
  3. Staff development — coach and mentor entry-level and developing keyers on error-detection techniques, software tools, and professional work habits in an office environment.
  4. Technology adoption — evaluate and pilot new database, CRM, or ERP software upgrades, then lead rollout training to ensure seamless transition for the data entry team.
  5. Process documentation governance — oversee creation, review, and maintenance of all standard operating procedures governing data entry and document storage practices organization-wide.
  6. Performance monitoring — track team throughput and accuracy metrics over time, identify trends, and present data-driven improvement recommendations to administrative leadership.
  7. Cross-functional coordination — serve as the primary liaison between data entry operations and IT, compliance, and business units to align keying standards with organizational data needs.
  8. Integrity and compliance leadership — model and enforce data privacy, accuracy, and ethical handling standards across the team in environments subject to legal or government oversight.
  9. Continuous improvement initiatives — lead projects that streamline source-document comparison, batch verification, and filing workflows to measurably reduce processing time and rework.
  10. Organizational capacity planning — assess staffing, software, and training resource needs for the data entry function and make recommendations that support long-term departmental goals.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. Basic AI-assisted data input — uses an AI tool to auto-populate standard fields from structured source documents, while manually verifying each entry against the original record Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Developing
  1. Error-detection delegation — submits batches of entered records to an AI assistant for anomaly flagging, then reviews every flagged item against source documents before accepting corrections Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Document classification support — directs an AI tool to suggest storage locations for completed documents based on content type, confirming each suggestion against filing conventions before execution WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. High-volume transcription workflow — routes large, well-structured datasets to an AI pipeline for initial capture, reserving human attention for ambiguous fields, handwritten entries, and cross-source discrepancies Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Verification format automation — configures an AI assistant to re-enter data in a duplicate verification format and surface mismatches, then adjudicates each discrepancy using reading comprehension of the source document Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Pre-entry data sorting — instructs an AI tool to compile and sort raw data by defined criteria before entry begins, auditing the sorted output for sequencing errors prior to processing Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Advanced
  1. End-to-end keying pipeline design — architects a multi-step AI workflow that ingests source documents, extracts fields, flags low-confidence values for human review, and logs completed records to appropriate storage, retaining human authority over quality thresholds and exception rules Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Supervisor-level error governance — defines acceptance criteria and escalation protocols for AI-generated data, trains colleagues to interpret AI confidence scores, and reports systematic AI failure patterns to operations management Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
AEI usage
Task observations: 18
Augment share: 1.8%
Time saved: 98.2%
AI autonomy: 3.00
SAFI positioning
Top skill: Reading Comprehension
Score: 45.5 / 100
Quadrant: Q2_ai_augmented
precision: exact
WEF cluster
Human-Technology Interaction
human_technology_interaction
Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication8 statements
Emerging
  1. Data entry question — asks clarifying questions when source documents contain ambiguous or unclear fields before beginning entry Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Supervisor notification — reports identified data entry errors to the appropriate supervisor using basic verbal or written communication O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Error documentation — writes clear, concise notes describing discrepancies found between source documents and entered records for supervisor review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Instruction comprehension — reads and interprets written work assignment instructions and data formatting guidelines with growing independence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Discrepancy reporting — communicates data inconsistencies and correction rationale to supervisors and team members through precise written summaries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-department correspondence — responds to requests for data clarification from other departments using accurate, professional written communication Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process documentation — authors clear standard operating procedures and style guides for data entry workflows that reduce team-wide error rates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Training communication — explains complex data verification protocols and formatting standards to new keyers through structured verbal and written instruction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task ownership — takes personal responsibility for completing assigned data entry batches accurately and on time without requiring repeated prompting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Initiative demonstration — voluntarily flags systemic data quality issues observed during routine entry tasks rather than waiting for direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Peer assistance — guides newly onboarded data entry keyers through document sorting and verification procedures during initial training periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Workload prioritization — independently sequences daily entry tasks by deadline urgency and document type to meet team throughput targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Quality leadership — takes the lead in batch verification reviews, setting the standard for accuracy and completeness within the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Process improvement advocacy — identifies recurring entry bottlenecks and proposes workflow adjustments to supervisors with supporting error-rate data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team mentorship — mentors junior keyers on advanced error-detection techniques and document management best practices, measurably improving team accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Workflow stewardship — leads the adoption of updated data entry systems or format changes across the team, managing transition communication and training Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
3Metacognition8 statements
Emerging
  1. Error self-check — pauses after completing an entry batch to review own work against source documents before submission Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Learning awareness — recognizes personal difficulty with specific document formats or data types and seeks guidance proactively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Speed-accuracy calibration — monitors personal keying pace and adjusts input rate when error frequency increases to maintain quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Strategy selection — chooses between direct-entry and verification-format re-entry methods based on document complexity and personal accuracy history Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Performance pattern analysis — tracks personal error categories over time to identify recurring weak points and applies targeted self-correction strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Attention management — recognizes signs of fatigue or reduced concentration during high-volume sessions and applies structured break strategies to sustain accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cognitive process modeling — reflects on and articulates personal data verification strategies to help colleagues develop their own self-monitoring routines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive learning integration — evaluates the effectiveness of new data entry tools against personal performance benchmarks and adjusts learning approach accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Source document comparison — compares entered data against original source documents to identify basic mismatches in fields such as names, dates, and numeric values Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error pattern recognition — identifies when the same type of discrepancy appears repeatedly across a document batch and flags the pattern for review O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Data plausibility assessment — evaluates whether entered values fall within expected ranges or formats and questions outliers before finalizing records Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Root cause identification — determines whether errors originate from source document quality, input mistakes, or formatting rule misunderstandings before reporting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Multi-source verification — cross-references data across multiple source documents to resolve conflicting information before entry is completed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Classification judgment — applies administrative knowledge and document context to correctly categorize ambiguous records into the appropriate data fields or storage locations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Systemic error analysis — analyzes error logs across batches and time periods to distinguish random mistakes from systemic process failures, presenting findings with corrective recommendations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Assumption auditing — questions established data entry conventions when evidence suggests rules produce inaccurate records and proposes evidence-based revisions to supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Team norm adoption — follows established team protocols for document handling, file naming, and storage locations to support shared workflow consistency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Request responsiveness — responds to clarification requests from colleagues or supervisors regarding data entered or documents processed in a timely manner Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Batch handoff coordination — communicates clearly with colleagues when transferring partially completed batches, documenting progress and flagged items accurately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-functional cooperation — works with staff from other departments to obtain missing source document information needed to complete accurate data entry Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Shared accuracy accountability — participates actively in team verification reviews, providing constructive input on peer entries while maintaining professional respect Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Workload balancing — coordinates with teammates to redistribute entry tasks during peak volume periods to ensure collective deadlines are met Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Collaborative process design — co-develops team-wide data entry checklists and quality control procedures with supervisors and peers that improve collective output accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Conflict navigation — mediates disagreements between team members about correct data interpretation or formatting standards by referencing authoritative documentation and facilitating consensus Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Data confidentiality — handles sensitive personal, legal, or financial records with basic discretion and follows established access and storage rules Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Attendance reliability — reports to work consistently and meets assigned entry quotas with honesty about actual completion status Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Error accountability — acknowledges personal data entry mistakes promptly and takes corrective action rather than concealing or dismissing inaccuracies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Regulatory compliance — follows applicable administrative, legal, and government data handling requirements without needing frequent reminders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Ethical data stewardship — refuses to enter, alter, or store data in ways that violate organizational policy or legal requirements, even under production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Professional consistency — maintains the same standard of accuracy and integrity across high-volume and routine tasks without variation based on visibility or supervision level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates and articulates data ethics standards to peers and new staff, reinforcing a team culture of accuracy and honest error reporting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Policy advocacy — identifies gaps between current data handling practices and legal or ethical requirements and raises concerns through appropriate channels with documented evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
7Creativity8 statements
Emerging
  1. Workaround identification — generates alternative approaches to entering data when source documents are damaged, incomplete, or formatted unusually Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Organization experimentation — tests different personal methods for sorting and staging source documents to find sequences that reduce input errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Template adaptation — modifies existing data entry templates or macros to better accommodate recurring non-standard document formats encountered in daily work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error-reduction ideation — proposes simple but novel verification steps that catch categories of errors not addressed by current standard procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Process innovation — designs improved batch organization methods or keystroke shortcuts that demonstrably reduce entry time without sacrificing accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Problem reframing — approaches persistent data quality issues from new angles, such as tracing errors back to source document generation rather than only entry-stage solutions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Workflow reimagination — develops and pilots new data entry workflow models that integrate verification, storage, and quality review into a streamlined process adopted by the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Tool customization — creates custom scripts, templates, or keyboard macros that automate repetitive entry steps, reducing error exposure and processing time across the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback acceptance — receives supervisor corrections to entry errors without defensiveness and applies the correction to subsequent work immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge engagement — attempts unfamiliar document types or data systems without avoiding the task due to discomfort with the unknown format Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill expansion — voluntarily learns new database systems or entry software introduced to the team rather than relying solely on familiar tools Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error-as-learning orientation — treats recurring personal error patterns as specific skill gaps to address rather than fixed limitations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Continuous improvement pursuit — regularly seeks feedback from supervisors on accuracy metrics and uses that data to set and track personal performance improvement goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Complexity embrace — takes on more complex or high-volume data assignments as opportunities to build speed and accuracy rather than treating them as burdens Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery modeling — shares the learning strategies used to overcome personal accuracy challenges with peers, fostering a team-wide culture of improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive upskilling — proactively pursues training in advanced data management or administrative systems in anticipation of evolving organizational needs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attention focusing — applies deliberate concentration when entering numeric or alphanumeric sequences to reduce transposition errors during routine tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stress recognition — identifies personal signs of data-entry fatigue or task monotony and reports difficulty sustaining accuracy to a supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Distraction management — maintains focused entry performance in shared open-office environments by applying personal attention-regulation strategies during high-volume sessions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Emotional steadiness — manages frustration when source documents are consistently incomplete or illegible, maintaining professional composure while seeking resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional pacing — regulates entry speed consciously throughout a shift, balancing throughput targets against accuracy standards rather than defaulting to maximum speed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Present-moment verification — applies full attention to each document comparison step rather than allowing habitual pattern-matching to substitute for active review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Mindful team culture — models and encourages deliberate, attentive work habits within the team, reducing collective error rates during high-pressure production periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Workflow intentionality — designs personal and team task sequences with conscious attention to cognitive load, scheduling complex verification tasks during peak alertness periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Volume persistence — completes high-volume data entry batches fully even when tasks are repetitive or extend across long uninterrupted work periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error recovery — resumes accurate entry work promptly after discovering and correcting a significant batch of errors without extended disruption to workflow Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Deadline resilience — maintains consistent entry accuracy and pace when working under tight submission deadlines or during peak organizational demand periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Ambiguity tolerance — continues productive work when source document quality is poor or formatting instructions are temporarily unclear, pursuing resolution without halting progress Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sustained precision — delivers consistent accuracy across full-shift high-volume entry sessions despite the cognitive demands of sustained attention and repetitive keystrokes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. System disruption response — maintains composure and productivity when data entry software or network systems fail, adapting to manual or backup procedures without complaint Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team resilience anchoring — provides steady, calm leadership to the team during organizational disruptions, data migration projects, or audit-driven backlogs that create sustained high pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term commitment modeling — demonstrates consistent high-accuracy performance across extended project cycles, serving as a benchmark of reliability and perseverance for the broader administrative team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Show O*NET source anchors40 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
Adjusto-Writer Operator · Automatic Operator · Braille Operator · Braille Transcriber · Braille Typist · Card Puncher · Card Punching Machine Operator · Check Processor · Claims Support Specialist · Cold Type Composing Machine Operator · Compugraph Operator · Computer Aide
RAPIDS apprenticeships
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O*NET skills
Reading ComprehensionActive ListeningMonitoringWritingTime Management
Knowledge domains
English LanguageAdministrativeCustomer and Personal ServiceLaw and Government
Abilities
Written ComprehensionNear VisionFinger DexteritySpeech RecognitionPerceptual SpeedOral ComprehensionInformation OrderingSelective AttentionSpeech ClarityWritten Expression
Work styles
Attention to DetailDependabilityCautiousnessIntegrityAchievement OrientationPerseverance
Technology
Customer relationship management CRM softwareData base user interface and query softwareMedical softwareVideo conferencing softwareWord processing softwareCloud-based data access and sharing softwareAccounting softwareEnterprise resource planning ERP softwareSpreadsheet softwareOffice suite software
Tasks · seed anchors for statements
  1. Locate and correct data entry errors, or report them to supervisors.
  2. Compile, sort, and verify the accuracy of data before it is entered.
  3. Compare data with source documents, or re-enter data in verification format to detect errors.
  4. Store completed documents in appropriate locations.
  5. Select materials needed to complete work assignments.
CIP education codes
10.030511.060152.0407

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.