Meter Readers, Utilities
Context coveredThis framework covers field meter reading, data collection, and service connection operations for electric, gas, water, and steam utilities across residential and commercial territories, from entry-level route work to organizational leadership.
- Meter dials and digital displays — read and record consumption figures under direct supervision on an assigned residential route.
- Hand-held computer data entry — input meter readings into route software following step-by-step protocols provided by a supervisor.
- Established route maps — follow pre-planned walking or driving paths to locate utility meters at residential and commercial sites.
- Meter seals and enclosures — inspect for obvious signs of damage or tampering under close guidance from an experienced reader.
- Abnormal consumption readings — recognize and flag unusual figures for supervisor review during initial on-the-job training.
- Customer access barriers — leave written notices at inaccessible meters to arrange alternate reading times according to standard templates.
- Collected route data — upload hand-held computer information to the office system at end-of-shift following documented upload procedures.
- Safety protocols — apply basic public-safety rules, such as dog-awareness procedures, when approaching meter locations on a utility route.
- Route books and printed records — complete paper-based entries accurately when electronic devices are unavailable on a field assignment.
- Verbal reports — communicate simple field observations about meter condition or access problems to a supervisor at the end of a daily round.
- Daily meter routes — complete assigned electric, gas, water, and steam reading rounds independently within required time windows.
- Hand-held computer workflows — manage full data collection, review, and office upload processes at end of shift with minimal oversight.
- Consumption anomalies — verify irregular readings by re-reading the meter and recording probable causes such as leaks or seasonal changes.
- Meter irregularities and equipment defects — report broken seals, damaged components, or unauthorized connections to the service department using standard forms.
- Route vehicle operations — drive or walk established utility routes efficiently, adjusting pace to meet daily scheduling requirements.
- Inaccessible meter situations — independently draft and leave access-arrangement notices and follow up to ensure readings are captured within billing cycles.
- Service connection and disconnection tasks — perform utility connect and disconnect procedures at designated locations following utility safety guidelines.
- Geographic information system tools — use GIS-based route software to confirm meter locations and navigate unfamiliar sections of an assigned territory.
- Customer interactions — respond to resident questions about meter access or reading schedules using clear, professional spoken communication.
- Field data accuracy — cross-check recorded readings against historical consumption patterns and correct entry errors before uploading to the billing system.
- Complex consumption investigations — analyze multi-month usage patterns across electric, gas, and water meters to identify billing discrepancies or equipment faults without supervisory guidance.
- Unauthorized service connections — detect, document, and escalate tampered or bypassed meters to security and service departments following utility compliance procedures.
- Multi-modal route management — self-direct both walking and vehicle-based rounds across large or mixed-density service territories, balancing speed and accuracy independently.
- End-to-end data integrity — oversee the full cycle from field reading through hand-held upload to database verification, resolving data conflicts before billing runs.
- Non-routine access solutions — negotiate meter access with property owners, property managers, or local authorities when standard notice procedures have failed.
- Service connection operations — execute utility connect and disconnect tasks at challenging or non-standard installations, applying critical thinking to site-specific safety conditions.
- Field technology troubleshooting — diagnose and work around hand-held device, GIS software, or billing system malfunctions to maintain uninterrupted route completion.
- Safety hazard identification — assess and document environmental, animal, or structural impediments at meter sites and recommend remediation to facility or safety teams.
- Route performance reporting — compile accurate spreadsheet and database reports on read rates, missed reads, and equipment issues for management review.
- Cross-functional communication — coordinate with billing, engineering, and customer-service departments to resolve escalated meter problems affecting multiple accounts.
- Territory-wide reading standards — establish meter-reading protocols, accuracy benchmarks, and safety procedures adopted across all routes in the utility service area.
- Workforce development — design and deliver on-the-job training programs that bring new meter readers to competency within the required vocational timeline.
- Technology adoption strategy — evaluate and recommend hand-held computer systems, GIS platforms, and automated meter infrastructure to improve operational efficiency.
- Regulatory and compliance oversight — ensure all field reading and service connection practices align with public-safety regulations, utility tariffs, and audit requirements.
- Performance metrics framework — develop key performance indicators for read accuracy, route completion rates, and defect reporting, and drive continuous improvement across the team.
- Escalation and exception management — lead resolution of systemic billing errors, widespread meter failures, or utility fraud cases requiring coordination across departments.
- Scheduling and resource planning — direct route assignments, vehicle deployment, and staffing levels across a multi-reader team to meet seasonal demand and service-level agreements.
- Stakeholder communication — present field operations data and infrastructure recommendations to senior utility management and external regulatory bodies using reporting and presentation tools.
- Safety culture leadership — champion a culture of cautiousness and integrity in field operations, conducting safety audits and enforcing protocols that protect staff and the public.
- Organizational knowledge management — document institutional knowledge of routes, meter configurations, and access agreements into GIS and database systems to support business continuity.
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 featureAuthoritative source data identified for 998 occupations
AI-at-Work Competency Framework
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.
- AI-assisted route data entry — uses hand-held computer prompts and basic AI-suggested field templates to record meter readings with fewer transcription errors WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Anomaly flag review — reads AI-generated alerts for abnormal consumption patterns on uploaded route data, then cross-checks the flagged accounts against physical inspection notes before submitting to the office Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Consumption verification with AI support — directs AI-assisted diagnostic tools to compare current and historical meter readings, interprets the output to confirm or override anomaly flags, and documents findings with precision 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..
- Data upload quality assurance — validates AI-processed summaries of hand-held computer uploads against raw route books, catching data-sync errors that automated parsing misreads Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Predictive inspection prioritization — interprets AI-generated route risk scores derived from historical meter data to reorder daily inspection sequences, balancing efficiency with coverage of high-probability defect sites 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..
- Unauthorized-connection pattern analysis — directs AI tools to surface statistical outliers across a full service zone, then applies occupational judgment to distinguish equipment faults from tampering, escalating confirmed cases with documented evidence Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
- SAFI positioning
- Top skill: Reading ComprehensionScore: 45.5 / 100Quadrant: Q2_ai_augmentedprecision: exact
- WEF cluster
- Human-Technology Interactionhuman_technology_interaction
Pathsmith Durable Skills Framework
Pathsmith Durable Skills Framework
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
- Meter access notification — leaves basic written messages for customers to arrange alternative meter reading times when access is blocked 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.
- Route data entry — records meter dial readings into hand-held computers or route books using standard data entry conventions O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Customer interaction — explains purpose of utility visit and answers basic billing or access questions using clear, non-technical language 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.
- Irregularity reporting — documents and verbally reports meter defects, damaged seals, or unauthorized connections to service department supervisors with accurate detail 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.
- Abnormal consumption documentation — records specific observations and plausible explanations for consumption fluctuations in written field notes with sufficient clarity for office 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.
- Impediment communication — conveys access obstacles such as aggressive animals, locked gates, or structural hazards to dispatch and service teams with actionable specificity O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Cross-department data relay — ensures seamless upload and verbal handoff of hand-held computer data to office billing systems, proactively flagging data anomalies before compilation errors occur 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.
- Field-to-office knowledge transfer — mentors newer readers on documentation standards and verbal reporting protocols that align field observations with billing accuracy requirements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
- Route self-management — takes personal responsibility for completing assigned meter rounds on schedule without requiring constant supervisor direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Safety reporting initiative — independently identifies and reports unsafe site conditions rather than waiting for supervisor prompts 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.
- Peer guidance — shares knowledge of route-specific access challenges, customer quirks, or meter locations with colleagues covering unfamiliar routes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Disconnect and reconnect ownership — takes full accountability for the accuracy and safety of connecting or disconnecting utility services at designated 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.
- Route efficiency modeling — demonstrates consistent on-time route completion that serves as a benchmark for scheduling and workload planning by supervisors 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.
- Field problem escalation — leads in-the-moment decision-making when meter irregularities or safety hazards require immediate judgment before supervisor consultation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- New reader onboarding — guides trainees through live route walkthroughs, demonstrating meter inspection techniques, data entry protocols, and safe animal encounter 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.
- Process improvement advocacy — presents field-derived recommendations to supervisors for optimizing routes, updating access procedures, or improving irregularity reporting workflows Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
- Reading error self-check — recognizes when a meter dial reading seems inconsistent with expected values and pauses to re-examine before recording 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.
- Route learning reflection — identifies personal knowledge gaps about a new route and seeks clarification on meter locations or access protocols Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Data accuracy monitoring — self-evaluates hand-held computer entries at the end of a route segment to catch input errors before data upload 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.
- Time pacing awareness — monitors own progress against route schedule during rounds and adjusts walking or driving pace to stay on track 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.
- Consumption pattern recognition — applies accumulated route experience to distinguish expected seasonal fluctuation from genuinely anomalous readings requiring verification 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.
- Inspection thoroughness self-assessment — evaluates own meter inspection habits to ensure consistent review of seals, dials, and connection integrity across all stops Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Field judgment calibration — systematically reflects on past reporting decisions to refine criteria for when an irregularity warrants immediate escalation versus routine documentation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Adaptive route strategy — analyzes personal performance across multiple route cycles to develop refined sequencing strategies that reduce access failures and improve reading accuracy 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.
4Critical Thinking8 statements
- Abnormal reading identification — recognizes when a meter reading deviates significantly from prior recorded values and flags it for verification 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.
- Seal integrity assessment — observes physical condition of meter seals and identifies obvious signs of tampering or breakage O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Fluctuation cause analysis — evaluates contextual factors such as seasonal change, property vacancy, or visible equipment damage to generate plausible explanations for unusual consumption data 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.
- Access obstacle problem-solving — determines the safest and most practical approach to reach a blocked or partially obstructed meter on a case-by-case basis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Unauthorized connection detection — applies systematic inspection logic to identify meter bypasses, illegal taps, or tampered equipment by correlating physical evidence with consumption data 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.
- Verification judgment — distinguishes between readings that require immediate re-verification in the field and those that can be flagged for office review, based on magnitude and pattern of deviation 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.
- Multi-indicator fraud assessment — synthesizes physical meter condition, historical consumption trends, and visual site observations to build a coherent case for suspected unauthorized utility use 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.
- Route data quality analysis — identifies systemic patterns of access failures or data entry errors across a route and proposes corrective procedures to supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
- Office data coordination — returns route books or uploads hand-held computer data on schedule so that billing office staff can compile information without delay 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.
- Dispatch responsiveness — responds promptly to service department communications regarding route changes, access issues, or urgent disconnect orders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Cross-functional problem reporting — collaborates with service department technicians by providing detailed field observations that enable efficient follow-up on meter defects or damage 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.
- Route coverage support — assists colleagues by sharing route-specific access knowledge when covering unfamiliar territories Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Service team integration — coordinates with repair crews and billing staff to ensure that meter irregularity reports include the information needed for seamless service restoration or billing adjustment 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.
- Customer access negotiation — works cooperatively with property owners or tenants to schedule alternative reading times, balancing customer convenience with route completion requirements 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.
- Interdepartmental workflow improvement — partners with billing, dispatch, and field service teams to identify and resolve recurring coordination gaps that cause reading delays or data errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Training collaboration — co-develops field training materials with supervisors by contributing practical route knowledge and irregularity identification examples Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
- Data integrity commitment — records meter readings accurately without rounding or estimating when an actual read is achievable 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.
- Property respect — accesses meter locations without disturbing customer property and closes gates or barriers upon departure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Tampering reporting honesty — reports all detected signs of unauthorized connections or meter damage regardless of customer relationship or route familiarity 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.
- Accountability for missed reads — accurately documents the reason for any inaccessible meter rather than recording an estimated value without disclosure 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.
- Public safety responsibility — treats all observed utility hazards, including gas odors, downed lines near meters, or flood-damaged equipment, as mandatory reporting obligations 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.
- Consistent professionalism — maintains courteous and respectful conduct with customers during all interactions regardless of access frustrations or difficult conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Ethical modeling — demonstrates and articulates data accuracy and reporting standards to newer readers, establishing a field culture of uncompromising integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Trust stewardship — builds long-term credibility with customers and office staff through a consistent record of accurate readings, honest reporting, and reliable follow-through Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
- Access improvisation — identifies alternative physical approaches to partially obstructed meters using available surroundings without violating safety or property boundaries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Message customization — tailors customer notification messages to specific access situations rather than using a single generic template 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.
- Route sequencing adaptation — adjusts the order of meter stops within a route to account for traffic, weather, or access availability in ways that maintain completion efficiency 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.
- Irregularity documentation creativity — uses descriptive language and observable evidence to construct clear written accounts of ambiguous meter conditions 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.
- Field problem workarounds — develops practical, on-the-spot solutions to non-standard access challenges such as construction barriers, seasonal flooding, or new landscaping blocking meters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Animal encounter adaptation — employs creative but safe deterrence strategies when aggressive animals block meter access without requiring service disruption or supervisor intervention 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.
- Route optimization innovation — proposes novel route sequencing or scheduling approaches to supervisors based on field-observed patterns that reduce access failures and drive time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Reporting format improvement — contributes original ideas for enhancing hand-held computer data entry fields or irregularity report templates to improve downstream billing accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
- New route openness — approaches unfamiliar routes as learning opportunities and actively seeks information about new meter locations or access challenges Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Error acceptance — acknowledges data entry mistakes promptly and corrects them without deflection, treating errors as information for improving accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Technology adaptation — embraces updates to hand-held computer systems or data upload procedures and applies new processes consistently after 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.
- Feedback integration — incorporates supervisor corrections about reading technique, reporting format, or route efficiency into subsequent field performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Weather and condition resilience — maintains reading accuracy and route completion standards across adverse conditions including extreme heat, cold, rain, or difficult terrain 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.
- Skill expansion — seeks to understand billing system logic and downstream data use so that field data entry decisions are informed by a broader view of organizational impact Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Continuous improvement pursuit — proactively identifies personal performance metrics such as re-read rates or missed access frequency and sets self-directed goals to reduce them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Mentorship through growth — shares personal learning experiences including past errors and corrections with newer readers to normalize improvement and reduce repeat mistakes across the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
- Hazard awareness — maintains present-moment attention to environmental safety risks such as traffic, aggressive animals, and unstable terrain while walking or driving routes 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.
- Reading focus — sustains concentration on meter dial positions to avoid transposition errors during high-volume sequential 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.
- Customer interaction regulation — manages frustration or impatience during difficult access negotiations or hostile customer encounters without escalating the situation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Pacing intentionality — maintains deliberate awareness of route progress and physical energy to avoid rushed reading errors near the end of long rounds 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.
- Safety-critical attention — applies heightened attentiveness when inspecting meters in confined, dark, or physically hazardous locations where distraction increases injury or error risk 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.
- Data upload intentionality — approaches the end-of-route data transfer process with deliberate care to ensure no route segments are missed before hand-held computer handoff 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.
- Sustained field composure — maintains calm, methodical performance across high-volume routes or operationally disrupted days without degradation in reading accuracy or reporting quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Mindful irregularity investigation — applies focused, unhurried observation when verifying anomalous consumption readings to avoid premature conclusions before sufficient evidence is gathered 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.
10Fortitude8 statements
- Weather persistence — continues assigned meter rounds in rain, heat, cold, or wind without abandoning stops that are physically accessible 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.
- Difficult access persistence — makes repeated reasonable attempts to access blocked meters before documenting them as inaccessible 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.
- Physical demand endurance — sustains walking or driving performance across full route distances, including routes with significant elevation change, without compromising reading accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Repetitive task consistency — maintains data entry accuracy and inspection thoroughness across hundreds of meter stops per shift without declining attention 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.
- Adversity composure — remains composed and task-focused after hostile customer encounters, aggressive animal incidents, or safety hazard discoveries and completes the remainder of the route Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Uncertainty navigation — continues operating effectively on routes with ambiguous or outdated access information while awaiting supervisor guidance on unresolved access problems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Long-term route resilience — sustains high performance standards across extended assignment periods on the same demanding routes without habituation-driven accuracy decline Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Courageous reporting — documents and escalates potential utility fraud or tampering findings even when doing so involves confronting customer hostility or organizational pushback 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 anchors44 anchors · skillscrosswalk.com
O*NET enrichment · skillscrosswalk.com
Suggest an O*NET correctionSource anchors that ground each statement
- Read electric, gas, water, or steam consumption meters and enter data in route books or hand-held computers.
- Upload into office computers all information collected on hand-held computers during meter rounds, or return route books or hand-held computers to business offices so that data can be compiled.
- Walk or drive vehicles along established routes to take readings of meter dials.
- Inspect meters for unauthorized connections, defects, and damage, such as broken seals.
- Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.
- Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs.
- Leave messages to arrange different times to read meters in cases in which meters are not accessible.
- Connect and disconnect utility services at specific locations.
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.