◈ EMPLOYMENT · ADMINISTRATIVE · 43-5041.00
Meter Readers, Utilities
O*NET 30.3 · BLS OEWS May 2025 · Boise Standard Employment Graph
◈ EMPLOYMENT · ADMINISTRATIVE 43-5041.00 ◉ HIGH CONFIDENCE Built 2026-06-02
Sources: O*NET 30.3 (CC BY 4.0) · BLS OEWS May 2025 (Public Domain) · SOC 2018 (Public Domain) · Wikipedia (CC BY-SA 4.0 where matched)
Atomic Answer — Primary AI Citation Target
Meter Readers, Utilities
Meter Readers for Utilities are field technicians who collect consumption data from electric, gas, water, and steam meters for billing and monitoring purposes. They walk or drive established routes to read meters, record consumption data, and inspect equipment for damage or unauthorized connections. These workers serve as the primary field representatives for utility companies, handling customer interactions and ensuring accurate utility billing through systematic data collection.
19,430
National Employment
$48,150
Median Annual Wage
JZ 2
Job Zone
Federal, State, and Local
Primary Industry
Occupation Graph — Declared + Reasoned Edges
onet declared
Control and Valve Installers and Repairers, Except Mechanical Door
Primary-Short
onet declared
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
Primary-Short
onet declared
Power Distributors and Dispatchers
Primary-Short
onet declared
Electrical and Electronics Repairers, Commercial and Industrial Equipment
Primary-Short
onet declared
Electrical and Electronics Installers and Repairers, Transportation Equipment
Primary-Short
onet declared
Inspectors, Testers, Sorters, Samplers, and Weighers
Primary-Long
task similarity
Inspectors, Testers, Sorters, Samplers, and Weighers
Both roles involve systematic inspection of equipment and recording of measurements with high attention to detail requirements.
skill overlap
Control and Valve Installers and Repairers, Except Mechanical Door
Both require mechanical knowledge and involve equipment maintenance in utility infrastructure settings.
knowledge overlap
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
Both roles require understanding of electrical systems and utility operations within power infrastructure.
career pathway
Power Distributors and Dispatchers
Meter reader experience provides foundational knowledge of utility operations that can lead to power distribution roles.
§ Feeder Roles
High School Graduate with Customer Service Experience
General Laborer in Utilities or Government
Administrative Assistant in Utility Operations
§ Destinations
Control and Valve Installer and Repairer
Power Distributor and Dispatcher
Utility Supervisor or Route Manager
§ RIASEC Peers
Control and Valve Installers and Repairers
Power Distributors and Dispatchers
Inspectors, Testers, Sorters, Samplers, and Weighers
Role Intelligence — Day in the Life · Who Thrives · Automation
Day in the Life

A typical day involves driving or walking predetermined routes to access utility meters at residential, commercial, and industrial properties. The meter reader uses handheld computers or route books to record consumption readings from electric, gas, water, or steam meters, verifying abnormal readings and documenting potential causes for fluctuations. They inspect each meter for damage, unauthorized connections, or broken seals, performing basic maintenance when needed. Customer interactions are common, requiring them to answer questions about services and charges or arrange alternative reading times when meters are inaccessible. The day concludes with uploading collected data to office computer systems and reporting any equipment problems or safety concerns to appropriate departments.

Who Thrives

Individuals who excel in this role possess strong attention to detail and dependability, as accurate data collection is critical for utility billing. They demonstrate good physical stamina for walking routes and manipulating equipment, combined with near vision capabilities for reading meter displays accurately. Successful meter readers have solid customer service skills for professional interactions with property owners and tenants. They work well independently with minimal supervision while maintaining systematic approaches to route completion and record-keeping, showing integrity in handling sensitive utility consumption data.

Automation Outlook

The automation outlook for meter readers is increasingly challenging due to the widespread adoption of smart meters and automatic meter reading (AMR) technology. As utilities continue deploying remote monitoring systems that automatically transmit consumption data, the need for manual meter reading is declining significantly. However, some positions will remain for equipment maintenance, meter installation, damage inspection, and serving areas where smart meter deployment is not feasible due to infrastructure limitations or cost considerations.

Emerging Tasks
New   Dig dirt away from meters to take readings. 07/2016
New   Install new or replace broken meters. 07/2016
Market Intelligence — BLS OEWS May 2025
According to BLS OEWS May 2025 data, meter readers earn a median annual wage of $48,150, with employment of 19,430 workers nationwide. The wage range spans from $34,720 at the 10th percentile to $85,930 at the 90th percentile, showing significant variation based on location and employer type. Geographic dispersion is notable, with California offering the highest wages at $79,040 compared to Puerto Rico's $30,440, representing a 2.60x ratio. The largest employers are government entities (9,360 workers), utilities companies (6,470 workers), and administrative support services (2,830 workers). This distribution reflects the essential nature of utility infrastructure across public and private sectors.
$34,720
10th
$39,410
25th
$48,150
Median
$65,750
75th
$85,930
90th
Highest Paying State
California
$79,040 median
Geographic Dispersion
2.597x
highest / lowest median
Federal, State, and Local Government, excludi 9,360 emp $46,010
Utilities 6,470 emp $63,190
Administrative and Support and Waste Manageme 2,830 emp $40,080
Construction 370 emp $43,270
Source: BLS Occupational Employment and Wage Statistics May 2025 ↗ · Public Domain · US Government
Skills + Knowledge — O*NET 30.3 Scored Dimensions
§ Essential Skills (importance 1-5)
Reading Comprehension 3.0
Active Listening 3.0
Speaking 3.0
Critical Thinking 3.0
Monitoring 2.9
Active Learning 2.8
Writing 2.6
Mathematics 2.4
Learning Strategies 2.4
Science 1.1
§ Knowledge Domains (importance 1-5)
Customer and Personal Service 3.7
Public Safety and Security 3.5
English Language 3.4
Mathematics 3.1
Mechanical 2.9
Computers and Electronics 2.9
Administration and Management 2.6
Administrative 2.5
Building and Construction 2.3
Transportation 2.3
Source: O*NET 30.3 Database ↗ · CC BY 4.0
RIASEC Interest Profile + Personality Fit — O*NET 30.3
R
Realistic
4.91
TOP FIT
I
Investigative
2.53
TOP FIT
A
Artistic
1.00
S
Social
2.15
E
Enterprising
1.28
C
Conventional
6.58
TOP FIT
§ Who Thrives
Individuals who excel in this role possess strong attention to detail and dependability, as accurate data collection is critical for utility billing. They demonstrate good physical stamina for walking routes and manipulating equipment, combined with near vision capabilities for reading meter displays accurately. Successful meter readers have solid customer service skills for professional interactions with property owners and tenants. They work well independently with minimal supervision while maintaining systematic approaches to route completion and record-keeping, showing integrity in handling sensitive utility consumption data.
Source: O*NET 30.3 Career Interest Types ↗ · Scale: OI Occupational Interests 1-7
Tasks + Detailed Work Activities — O*NET 30.3
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.
Core 88% of incumbents
Enter information into databases or soft
Inspect meters for unauthorized connections, defects, and damage, such as broken seals.
Core 88% of incumbents
Monitor equipment operation to ensure pr
Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs.
Core 88% of incumbents
Report maintenance or equipment problems
Leave messages to arrange different times to read meters in cases in which meters are not accessible.
Core 88% of incumbents
Discuss account status or activity with
Perform preventative maintenance or minor repairs on meters.
Core 88% of incumbents
Perform basic equipment maintenance.
Read electric, gas, water, or steam consumption meters and enter data in route books or hand-held computers.
Core 87% of incumbents
Enter information into databases or soft
Walk or drive vehicles along established routes to take readings of meter dials.
Core 87% of incumbents
Operate vehicles or material-moving equi
Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.
Core 87% of incumbents
Verify accuracy of data.Record service or repair activities.
Connect and disconnect utility services at specific locations.
Core 87% of incumbents
Control power supply connections.
Answer customers' questions about services and charges, or direct them to customer service centers.
Core 87% of incumbents
Discuss account status or activity with Refer customers to appropriate personnel
Source: O*NET 30.3 Task Statements + DWA Mappings ↗ · Incumbent-reported · CC BY 4.0
◈ Software Tools — O*NET 30.3 · Hot Technology + In Demand Flagged
Billing software
Billing and invoicing software
Geographic information system GIS systems
Geographic information system
Graphing software
Charting software
Mapping software
Map creation software
Meter reading software
Data base reporting software
Microsoft Access
Data base user interface and query softw
HOT
Microsoft Excel
Spreadsheet software
HOT
Microsoft Office software
Office suite software
HOTIN DEMAND
Microsoft Outlook
Electronic mail software
HOT
Microsoft PowerPoint
Presentation software
HOT
Microsoft Windows
Operating system software
HOT
Microsoft Word
Word processing software
HOT
Supervisory control and data acquisition SCADA software
Industrial control software
Source: O*NET 30.3 Software Skills ↗ · CC BY 4.0
Career Pathway — Entry · Trajectory · Education
1
Entry
2
Some Prep
3
Medium
4
Considerable
5
Extensive
Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little trainin
Most meter readers enter the field with a high school diploma or equivalent, as 71% of workers hold this education level according to O*NET data. Some college coursework (17.3%) or an associate's degree (8.7%) can provide additional qualifications. Entry-level positions typically provide on-the-job training covering meter reading procedures, safety protocols, customer service standards, and handheld computer operation. Prior experience in customer service, delivery, or field work can be beneficial but is not required.
Meter reading serves as an entry point into the utilities sector, with advancement opportunities including meter technician roles, field service engineering, or supervisory positions in utility operations. Workers can progress to specialized positions in meter installation and repair, damage prevention, or facilities maintenance. The experience gained in utility systems, customer service, and field operations provides a foundation for advancement to power plant operations, electrical repair technician roles, or utility customer service management positions.
High School Diploma - or the equivalent (for 71.0%
Some College Courses 17.3%
Associate's Degree (or other 2-year degree) 8.7%
Bachelor's Degree 2.4%
Post-Secondary Certificate - awarded for trai 0.5%
Source: O*NET 30.3 Education + Job Zones ↗ · CC BY 4.0
Live Job Feed — Active Postings
Live Meter Readers, Utilities job postings populate here as the crawler feeds data. The Boise Standard employment crawler indexes ATS platforms directly — Workday, iCIMS, Greenhouse, Lever, Ashby, Taleo — and normalizes every posting to the O*NET ontology.

Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
Browse Administrative Feed → Submit Open Position →
◈ SEMANTIC MANIFOLD — MULTI-SOURCE WORD FREQUENCY FINGERPRINT
Top 40 terms across five provenance layers: O*NET Tasks · O*NET Dimensions · DWAs · Wikipedia · Inference · Stop words removed · Deterministic · Constitutional Law III
tendency others meter equipment principles meters control service consumption includes problems water utility customer objects maintenance reading ideas hand services
§ Full Frequency Ranking — 40 terms
TERM COUNT FREQ BAR SOURCE ATTRIBUTION
tendency 42 0.0151
onet dimensi 100%
others 39 0.0140
onet dimensi 97% dwas 3%
meter 34 0.0122
inference 50% wikipedia 35%
equipment 33 0.0119
onet dimensi 70% dwas 15%
principles 16 0.0058
onet dimensi 100%
meters 14 0.0050
onet tasks 50% inference 50%
control 14 0.0050
onet dimensi 86% dwas 7%
service 13 0.0047
inference 46% onet tasks 15%
consumption 13 0.0047
wikipedia 38% inference 38%
includes 13 0.0047
onet dimensi 92% wikipedia 8%
problems 12 0.0043
onet dimensi 75% onet tasks 8%
water 12 0.0043
wikipedia 75% inference 17%
utility 12 0.0043
inference 75% wikipedia 17%
customer 12 0.0043
inference 58% onet dimensi 33%
objects 12 0.0043
onet dimensi 100%
maintenance 11 0.0040
onet dimensi 36% dwas 27%
reading 11 0.0040
inference 73% wikipedia 18%
ideas 11 0.0040
onet dimensi 100%
hand 10 0.0036
onet dimensi 70% onet tasks 30%
services 10 0.0036
onet dimensi 60% onet tasks 20%
monitoring 10 0.0036
onet dimensi 80% inference 20%
rules 10 0.0036
onet dimensi 80% wikipedia 20%
materials 10 0.0036
onet dimensi 100%
techniques 10 0.0036
onet dimensi 100%
body 10 0.0036
onet dimensi 100%
activities 10 0.0036
onet dimensi 90% dwas 10%
computers 9 0.0032
onet tasks 44% onet dimensi 44%
needs 9 0.0032
onet dimensi 89% dwas 11%
procedures 9 0.0032
onet dimensi 89% inference 11%
standards 9 0.0032
onet dimensi 89% inference 11%
BOISE STANDARD — FINE-TUNING RECORD · Meter Readers, Utilities
43-5041.00 · 8 QA pairs · jsonl · O*NET 30.3 + BLS OEWS
What is the current median annual wage for meter readers in utilities?
According to BLS OEWS May 2025 data, meter readers earn a median annual wage of $48,150 with 19,430 workers employed nationwide.
factual BLS OEWS May 2025
What is the wage difference between the 10th and 90th percentile for meter readers?
According to BLS OEWS May 2025 data, the 10th percentile earns $34,720 and the 90th percentile earns $85,930, representing a $51,210 difference.
factual BLS OEWS May 2025
Which state offers the highest median wage for meter readers, and what is that wage?
According to BLS OEWS May 2025 data, California provides the highest median wage at $79,040 for meter readers, significantly above the national median of $48,150.
market_intel BLS OEWS May 2025
What are the primary industries employing meter readers?
According to the occupation data, meter readers are primarily employed in Federal, State, and Local Government, Utilities, and Administrative and Support Services sectors.
market_intel BLS Occupational Data
What education level is typical for entering the meter reader profession?
According to O*NET data, 71% of meter readers hold a high school diploma or GED equivalent, making this the typical entry-level education requirement for the role.
career_advice O*NET Education Distribution Data
What personal qualities are most important for success as a meter reader?
According to work style data, dependability (2.3), attention to detail (2.0), and integrity (1.7) are the top personality traits for meter readers, as accurate data collection is critical for utility billing.
career_advice O*NET Work Styles
How does the meter reader role compare to related occupations like Power Distributors and Dispatchers?
While both roles support utility operations, meter readers focus on field data collection with strong documentation skills (4.3), whereas power distributors emphasize monitoring systems and decision-making; both share technical knowledge in utilities and public safety.
comparative O*NET Related Occupations Data
What software and technology skills should aspiring meter readers develop?
Key software tools include billing software, Geographic Information System (GIS), and Microsoft Office applications (Excel, Access, Outlook); these reflect the role's emphasis on data documentation and routing optimization.
comparative O*NET Software Tools Data
◈ Boise Standard Employment Graph · 43-5041.00 · minted 2026-06-02T16:18:30Z · Sources: O*NET 30.3 (CC BY 4.0) · BLS OEWS May 2025 (Public Domain) · BS: https://boisestandard.org/employment/43-5041-meter_readers_utilities
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Provenance Window — Full Source Record · 43-5041.00 · Meter Readers, Utilities 7 source blocks · click to expand
O*NET Identity onetonline.org ↗ · O*NET 30.3 · CC BY 4.0 · retrieved 2026-06-02
[('onet_soc_code', '43-5041.00'), ('soc_code', '43-5041'), ('title', 'Meter Readers, Utilities'), ('vertical', 'administrative'), ('job_zone', '2'), ('job_zone_name', 'Job Zone 1-2: Very Little to Some Preparation Needed'), ('job_zone_exp', 'Some occupations may need little or no previous experience; others require several months to a year of experience. For e'), ('description', 'Read meter and record consumption of electricity, gas, water, or steam.'), ('bundle_version', '1'), ('built_at', '2026-06-02T16:18:30Z')]
O*NET Task Statements (12 tasks, 2 emerging) O*NET 30.3 Task Statements · Incumbent-reported · CC BY 4.0
[Core] [88% incumbents] 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.
  DWAs: Enter information into databases or software programs.

[Core] [88% incumbents] Inspect meters for unauthorized connections, defects, and damage, such as broken seals.
  DWAs: Monitor equipment operation to ensure proper functioning.

[Core] [88% incumbents] Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs.
  DWAs: Report maintenance or equipment problems to appropriate personnel.

[Core] [88% incumbents] Leave messages to arrange different times to read meters in cases in which meters are not accessible.
  DWAs: Discuss account status or activity with customers or patrons.

[Core] [88% incumbents] Perform preventative maintenance or minor repairs on meters.
  DWAs: Perform basic equipment maintenance.

[Core] [87% incumbents] Read electric, gas, water, or steam consumption meters and enter data in route books or hand-held computers.
  DWAs: Enter information into databases or software programs.

[Core] [87% incumbents] Walk or drive vehicles along established routes to take readings of meter dials.
  DWAs: Operate vehicles or material-moving equipment.

[Core] [87% incumbents] Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.
  DWAs: Verify accuracy of data. | Record service or repair activities.

[Core] [87% incumbents] Connect and disconnect utility services at specific locations.
  DWAs: Control power supply connections.

[Core] [87% incumbents] Answer customers' questions about services and charges, or direct them to customer service centers.
  DWAs: Discuss account status or activity with customers or patrons. | Refer customers to appropriate personnel.

[Core] [86% incumbents] Update client address and meter location information.
  DWAs: Maintain financial or account records.

[Supplemental] [86% incumbents] Report lost or broken keys.
  DWAs: Notify others of equipment repair or maintenance needs.

[EMERGING:New] Dig dirt away from meters to take readings.

[EMERGING:New] Install new or replace broken meters.
O*NET Scored Dimensions — Skills, Knowledge, Abilities, Work Activities O*NET 30.3 · CC BY 4.0 · domain_source: Incumbent/Analyst/Machine Learning
--- SKILLS ---
  Reading Comprehension (imp:3.00 lvl:2.88) — Understanding written sentences and paragraphs in work-related documents.
  Active Listening (imp:3.00 lvl:3.00) — Giving full attention to what other people are saying, taking time to understand
  Speaking (imp:3.00 lvl:3.00) — Talking to others to convey information effectively.
  Critical Thinking (imp:3.00 lvl:2.75) — Using logic and reasoning to identify the strengths and weaknesses of alternativ
  Monitoring (imp:2.88 lvl:2.88) — Monitoring/Assessing performance of yourself, other individuals, or organization
  Active Learning (imp:2.75 lvl:2.12) — Understanding the implications of new information for both current and future pr
  Writing (imp:2.62 lvl:2.75) — Communicating effectively in writing as appropriate for the needs of the audienc
  Mathematics (imp:2.38 lvl:2.12) — Using mathematics to solve problems.
  Learning Strategies (imp:2.38 lvl:2.50) — Selecting and using training/instructional methods and procedures appropriate fo
  Science (imp:1.12 lvl:0.12) — Using scientific rules and methods to solve problems.

--- KNOWLEDGE ---
  Customer and Personal Service (imp:3.71 lvl:4.19) — Knowledge of principles and processes for providing customer and personal servic
  Public Safety and Security (imp:3.47 lvl:3.09) — Knowledge of relevant equipment, policies, procedures, and strategies to promote
  English Language (imp:3.35 lvl:2.82) — Knowledge of the structure and content of the English language including the mea
  Mathematics (imp:3.07 lvl:2.85) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl
  Mechanical (imp:2.92 lvl:2.67) — Knowledge of machines and tools, including their designs, uses, repair, and main
  Computers and Electronics (imp:2.85 lvl:3.16) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput
  Administration and Management (imp:2.58 lvl:2.57) — Knowledge of business and management principles involved in strategic planning, 
  Administrative (imp:2.51 lvl:2.60) — Knowledge of administrative and office procedures and systems such as word proce
  Building and Construction (imp:2.34 lvl:2.13) — Knowledge of materials, methods, and the tools involved in the construction or r
  Transportation (imp:2.34 lvl:1.86) — Knowledge of principles and methods for moving people or goods by air, rail, sea
  Education and Training (imp:2.20 lvl:1.88) — Knowledge of principles and methods for curriculum and training design, teaching
  Physics (imp:2.19 lvl:1.95) — Knowledge and prediction of physical principles, laws, their interrelationships,
  Law and Government (imp:2.19 lvl:1.75) — Knowledge of laws, legal codes, court procedures, precedents, government regulat
  Engineering and Technology (imp:2.11 lvl:2.05) — Knowledge of the practical application of engineering science and technology. Th
  Design (imp:2.11 lvl:1.75) — Knowledge of design techniques, tools, and principles involved in production of 
  Telecommunications (imp:2.09 lvl:1.35) — Knowledge of transmission, broadcasting, switching, control, and operation of te
  Chemistry (imp:2.02 lvl:1.82) — Knowledge of the chemical composition, structure, and properties of substances a
  Personnel and Human Resources (imp:1.95 lvl:1.41) — Knowledge of principles and procedures for personnel recruitment, selection, tra
  Production and Processing (imp:1.95 lvl:1.57) — Knowledge of raw materials, production processes, quality control, costs, and ot
  Communications and Media (imp:1.84 lvl:1.48) — Knowledge of media production, communication, and dissemination techniques and m
  Biology (imp:1.75 lvl:1.23) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd
  Foreign Language (imp:1.74) — Knowledge of the structure and content of a foreign (non-English) language inclu
  Geography (imp:1.71 lvl:1.22) — Knowledge of principles and methods for describing the features of land, sea, an
  Economics and Accounting (imp:1.68 lvl:1.15) — Knowledge of economic and accounting principles and practices, the financial mar
  Psychology (imp:1.47 lvl:0.72) — Knowledge of human behavior and performance; individual differences in ability, 
  Sales and Marketing (imp:1.42 lvl:1.10) — Knowledge of principles and methods for showing, promoting, and selling products
  Medicine and Dentistry (imp:1.39 lvl:0.56) — Knowledge of the information and techniques needed to diagnose and treat human i
  Food Production (imp:1.31) — Knowledge of techniques and equipment for planting, growing, and harvesting food
  Therapy and Counseling (imp:1.19) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r
  Philosophy and Theology (imp:1.18) — Knowledge of different philosophical systems and religions. This includes their 
  Sociology and Anthropology (imp:1.10) — Knowledge of group behavior and dynamics, societal trends and influences, human 
  Fine Arts (imp:1.05) — Knowledge of the theory and techniques required to compose, produce, and perform
  History and Archeology (imp:1.01) — Knowledge of historical events and their causes, indicators, and effects on civi

--- ABILITIES ---
  Near Vision (imp:3.50 lvl:3.25) — The ability to see details at close range (within a few feet of the observer).
  Oral Comprehension (imp:3.25 lvl:3.25) — The ability to listen to and understand information and ideas presented through 
  Oral Expression (imp:3.25 lvl:3.00) — The ability to communicate information and ideas in speaking so others will unde
  Information Ordering (imp:3.12 lvl:2.88) — The ability to arrange things or actions in a certain order or pattern according
  Perceptual Speed (imp:3.12 lvl:2.88) — The ability to quickly and accurately compare similarities and differences among
  Trunk Strength (imp:3.12 lvl:3.00) — The ability to use your abdominal and lower back muscles to support part of the 
  Written Comprehension (imp:3.00 lvl:3.00) — The ability to read and understand information and ideas presented in writing.
  Problem Sensitivity (imp:3.00 lvl:2.88) — The ability to tell when something is wrong or is likely to go wrong. It does no
  Arm-Hand Steadiness (imp:3.00 lvl:2.50) — The ability to keep your hand and arm steady while moving your arm or while hold
  Control Precision (imp:3.00 lvl:2.88) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi
  Multilimb Coordination (imp:3.00 lvl:2.88) — The ability to coordinate two or more limbs (for example, two arms, two legs, or
  Extent Flexibility (imp:3.00 lvl:3.00) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs.
  Far Vision (imp:3.00 lvl:3.00) — The ability to see details at a distance.
  Speech Recognition (imp:3.00 lvl:2.75) — The ability to identify and understand the speech of another person.
  Speech Clarity (imp:3.00 lvl:2.75) — The ability to speak clearly so others can understand you.
  Inductive Reasoning (imp:2.88 lvl:2.75) — The ability to combine pieces of information to form general rules or conclusion
  Category Flexibility (imp:2.88 lvl:2.88) — The ability to generate or use different sets of rules for combining or grouping
  Selective Attention (imp:2.88 lvl:2.50) — The ability to concentrate on a task over a period of time without being distrac
  Manual Dexterity (imp:2.88 lvl:2.50) — The ability to quickly move your hand, your hand together with your arm, or your
  Static Strength (imp:2.88 lvl:2.38) — The ability to exert maximum muscle force to lift, push, pull, or carry objects.
  Gross Body Coordination (imp:2.88 lvl:2.12) — The ability to coordinate the movement of your arms, legs, and torso together wh
  Written Expression (imp:2.75 lvl:2.38) — The ability to communicate information and ideas in writing so others will under
  Deductive Reasoning (imp:2.75 lvl:2.75) — The ability to apply general rules to specific problems to produce answers that 
  Finger Dexterity (imp:2.75 lvl:2.38) — The ability to make precisely coordinated movements of the fingers of one or bot
  Stamina (imp:2.75 lvl:2.12) — The ability to exert yourself physically over long periods of time without getti
  Visual Color Discrimination (imp:2.75 lvl:2.75) — The ability to match or detect differences between colors, including shades of c
  Depth Perception (imp:2.75 lvl:2.12) — The ability to judge which of several objects is closer or farther away from you
  Mathematical Reasoning (imp:2.62 lvl:2.00) — The ability to choose the right mathematical methods or formulas to solve a prob
  Number Facility (imp:2.62 lvl:2.12) — The ability to add, subtract, multiply, or divide quickly and correctly.
  Flexibility of Closure (imp:2.50 lvl:2.50) — The ability to identify or detect a known pattern (a figure, object, word, or so
  Response Orientation (imp:2.50 lvl:2.62) — The ability to choose quickly between two or more movements in response to two o
  Rate Control (imp:2.50 lvl:2.25) — The ability to time your movements or the movement of a piece of equipment in an
  Speed of Limb Movement (imp:2.50 lvl:1.62) — The ability to quickly move the arms and legs.
  Reaction Time (imp:2.38 lvl:2.75) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou
  Gross Body Equilibrium (imp:2.38 lvl:2.00) — The ability to keep or regain your body balance or stay upright when in an unsta
  Glare Sensitivity (imp:2.38 lvl:2.25) — The ability to see objects in the presence of a glare or bright lighting.
  Originality (imp:2.25 lvl:2.00) — The ability to come up with unusual or clever ideas about a given topic or situa
  Speed of Closure (imp:2.25 lvl:2.00) — The ability to quickly make sense of, combine, and organize information into mea
  Spatial Orientation (imp:2.25 lvl:2.12) — The ability to know your location in relation to the environment or to know wher
  Visualization (imp:2.25 lvl:2.38) — The ability to imagine how something will look after it is moved around or when 
  Time Sharing (imp:2.25 lvl:2.25) — The ability to shift back and forth between two or more activities or sources of
  Wrist-Finger Speed (imp:2.25 lvl:2.00) — The ability to make fast, simple, repeated movements of the fingers, hands, and 
  Auditory Attention (imp:2.25 lvl:2.12) — The ability to focus on a single source of sound in the presence of other distra
  Fluency of Ideas (imp:2.12 lvl:2.00) — The ability to come up with a number of ideas about a topic (the number of ideas
  Memorization (imp:2.12 lvl:2.00) — The ability to remember information such as words, numbers, pictures, and proced
  Dynamic Strength (imp:2.12 lvl:1.62) — The ability to exert muscle force repeatedly or continuously over time. This inv
  Hearing Sensitivity (imp:2.12 lvl:2.12) — The ability to detect or tell the differences between sounds that vary in pitch 
  Night Vision (imp:2.00 lvl:1.88) — The ability to see under low-light conditions.
  Peripheral Vision (imp:2.00 lvl:1.88) — The ability to see objects or movement of objects to one's side when the eyes ar
  Sound Localization (imp:2.00 lvl:1.88) — The ability to tell the direction from which a sound originated.
  Explosive Strength (imp:1.75 lvl:1.00) — The ability to use short bursts of muscle force to propel oneself (as in jumping
  Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo

--- WORK ACTIVITIES ---
  Documenting/Recording Information (imp:4.34 lvl:3.17) — Entering, transcribing, recording, storing, or maintaining information in writte
  Getting Information (imp:4.09 lvl:2.87) — Observing, receiving, and otherwise obtaining information from all relevant sour
  Operating Vehicles, Mechanized Devices, or Equipment (imp:4.03 lvl:3.07) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s
  Performing General Physical Activities (imp:3.94 lvl:4.35) — Performing general physical activities includes doing activities that require co
  Communicating with Supervisors, Peers, or Subordinates (imp:3.85 lvl:3.43) — Providing information to supervisors, co-workers, and subordinates by telephone,
  Inspecting Equipment, Structures, or Materials (imp:3.80 lvl:3.31) — Inspecting equipment, structures, or materials to identify the cause of errors o
  Processing Information (imp:3.72 lvl:3.15) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying
  Communicating with People Outside the Organization (imp:3.70 lvl:3.38) — Communicating with people outside the organization, representing the organizatio
  Handling and Moving Objects (imp:3.50 lvl:4.22) — Using hands and arms in handling, installing, positioning, and moving materials,
  Establishing and Maintaining Interpersonal Relationships (imp:3.49 lvl:4.02) — Developing constructive and cooperative working relationships with others, and m
  Identifying Objects, Actions, and Events (imp:3.45 lvl:2.74) — Identifying information by categorizing, estimating, recognizing differences or 
  Making Decisions and Solving Problems (imp:3.44 lvl:3.06) — Analyzing information and evaluating results to choose the best solution and sol
  Performing for or Working Directly with the Public (imp:3.42 lvl:3.90) — Performing for people or dealing directly with the public. This includes serving
  Working with Computers (imp:3.41 lvl:2.88) — Using computers and computer systems (including hardware and software) to progra
  Monitoring Processes, Materials, or Surroundings (imp:3.36 lvl:3.46) — Monitoring and reviewing information from materials, events, or the environment,
  Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:3.16 lvl:2.61) — Estimating sizes, distances, and quantities; or determining time, costs, resourc
  Updating and Using Relevant Knowledge (imp:3.13 lvl:3.45) — Keeping up-to-date technically and applying new knowledge to your job.
  Organizing, Planning, and Prioritizing Work (imp:3.08 lvl:3.36) — Developing specific goals and plans to prioritize, organize, and accomplish your
  Evaluating Information to Determine Compliance with Standards (imp:3.05 lvl:2.80) — Using relevant information and individual judgment to determine whether events o
  Scheduling Work and Activities (imp:2.95 lvl:2.62) — Scheduling events, programs, and activities, as well as the work of others.
  Analyzing Data or Information (imp:2.88 lvl:2.44) — Identifying the underlying principles, reasons, or facts of information by break
  Judging the Qualities of Objects, Services, or People (imp:2.76 lvl:2.56) — Assessing the value, importance, or quality of things or people.
  Resolving Conflicts and Negotiating with Others (imp:2.75 lvl:2.49) — Handling complaints, settling disputes, and resolving grievances and conflicts, 
  Training and Teaching Others (imp:2.72 lvl:2.99) — Identifying the educational needs of others, developing formal educational or tr
  Interpreting the Meaning of Information for Others (imp:2.70 lvl:2.11) — Translating or explaining what information means and how it can be used.
  Developing and Building Teams (imp:2.66 lvl:2.47) — Encouraging and building mutual trust, respect, and cooperation among team membe
  Thinking Creatively (imp:2.56 lvl:2.63) — Developing, designing, or creating new applications, ideas, relationships, syste
  Controlling Machines and Processes (imp:2.55 lvl:2.66) — Using either control mechanisms or direct physical activity to operate machines 
  Assisting and Caring for Others (imp:2.55 lvl:2.13) — Providing personal assistance, medical attention, emotional support, or other pe
  Performing Administrative Activities (imp:2.44 lvl:1.69) — Performing day-to-day administrative tasks such as maintaining information files
  Coordinating the Work and Activities of Others (imp:2.42 lvl:2.24) — Getting members of a group to work together to accomplish tasks.
  Repairing and Maintaining Mechanical Equipment (imp:2.26 lvl:2.33) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an
  Coaching and Developing Others (imp:2.24 lvl:2.24) — Identifying the developmental needs of others and coaching, mentoring, or otherw
  Repairing and Maintaining Electronic Equipment (imp:2.23 lvl:1.88) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines,
  Developing Objectives and Strategies (imp:2.19 lvl:2.01) — Establishing long-range objectives and specifying the strategies and actions to 
  Providing Consultation and Advice to Others (imp:2.19 lvl:1.97) — Providing guidance and expert advice to management or other groups on technical,
  Guiding, Directing, and Motivating Subordinates (imp:2.01 lvl:1.74) — Providing guidance and direction to subordinates, including setting performance 
  Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.92 lvl:1.78) — Providing documentation, detailed instructions, drawings, or specifications to t
  Selling or Influencing Others (imp:1.85 lvl:1.33) — Convincing others to buy merchandise/goods or to otherwise change their minds or
  Monitoring and Controlling Resources (imp:1.74 lvl:1.13) — Monitoring and controlling resources and overseeing the spending of money.
  Staffing Organizational Units (imp:1.64 lvl:1.03) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ

--- WORK STYLES ---
  Dependability (imp:2.27) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Attention to Detail (imp:2.05) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Dependability (imp:2.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o
  Integrity (imp:1.73) — A tendency to be honest and ethical at work.
  Cautiousness (imp:1.20) — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Attention to Detail (imp:1.00) — A tendency to be detail-oriented, organized, and thorough in completing work.
  Self-Control (imp:0.85) — A tendency to remain calm and composed and to manage emotions effectively in res
  Perseverance (imp:0.79) — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Stress Tolerance (imp:0.78) — A tendency to cope and function effectively in stressful situations at work.
  Sincerity (imp:0.72) — A tendency to be genuine and sincere in interactions with others at work, withou
  Cooperation (imp:0.68) — A tendency to be pleasant, helpful, and willing to assist others at work.
  Self-Confidence (imp:0.52) — A tendency to believe in one's work-related capabilities and ability to control 
  Initiative (imp:0.36) — A tendency to be proactive and take on extra responsibilities and tasks that may
  Optimism (imp:0.36) — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Adaptability (imp:0.34) — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Humility (imp:0.34) — A tendency to be modest and humble when interacting with others at work.
  Achievement Orientation (imp:0.33) — A tendency to establish and maintain personally challenging work-related goals, 
  Empathy (imp:0.30) — A tendency to show concern for others and be sensitive to others' needs and feel
  Social Orientation (imp:0.09) — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Achievement Orientation () — A tendency to establish and maintain personally challenging work-related goals, 
  Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work.
  Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may
  Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas 
  Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control 
  Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in 
  Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Humility () — A tendency to be modest and humble when interacting with others at work.
  Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou
  Empathy () — A tendency to show concern for others and be sensitive to others' needs and feel
  Cooperation () — A tendency to be pleasant, helpful, and willing to assist others at work.
  Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un
  Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work.
  Cautiousness () — A tendency to be careful, deliberate, and risk-avoidant when making work-related
  Integrity () — A tendency to be honest and ethical at work.
  Stress Tolerance () — A tendency to cope and function effectively in stressful situations at work.
  Self-Control () — A tendency to remain calm and composed and to manage emotions effectively in res
  Intellectual Curiosity (imp:-0.21) — A tendency to seek out and acquire new work-related knowledge and obtain a deep 
  Innovation (imp:-0.39) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on 
  Leadership Orientation (imp:-0.40) — A tendency to lead, take charge, offer opinions, and provide direction at work.
  Tolerance for Ambiguity (imp:-0.65) — A tendency to be comfortable with ambiguity and uncertainty at work.

--- TRANSFERABLE SKILLS ---
  Service Orientation (imp:3.00 lvl:2.75) — Actively looking for ways to help people.
  Time Management (imp:3.00 lvl:2.62) — Managing one's own time and the time of others.
  Complex Problem Solving (imp:2.88 lvl:2.62) — Identifying complex problems and reviewing related information to develop and ev
  Operations Monitoring (imp:2.88 lvl:2.38) — Watching gauges, dials, or other indicators to make sure a machine is working pr
  Operation and Control (imp:2.88 lvl:2.38) — Controlling operations of equipment or systems.
  Social Perceptiveness (imp:2.75 lvl:2.12) — Being aware of others' reactions and understanding why they react as they do.
  Coordination (imp:2.62 lvl:2.12) — Adjusting actions in relation to others' actions.
  Judgment and Decision Making (imp:2.62 lvl:2.50) — Considering the relative costs and benefits of potential actions to choose the m
  Persuasion (imp:2.50 lvl:2.12) — Persuading others to change their minds or behavior.
  Instructing (imp:2.50 lvl:2.38) — Teaching others how to do something.
  Troubleshooting (imp:2.50 lvl:1.88) — Determining causes of operating errors and deciding what to do about it.
  Negotiation (imp:2.38 lvl:2.12) — Bringing others together and trying to reconcile differences.
  Quality Control Analysis (imp:2.38 lvl:2.12) — Conducting tests and inspections of products, services, or processes to evaluate
  Management of Personnel Resources (imp:2.12 lvl:1.88) — Motivating, developing, and directing people as they work, identifying the best 
  Equipment Maintenance (imp:2.00 lvl:1.12) — Performing routine maintenance on equipment and determining when and what kind o
  Repairing (imp:2.00 lvl:1.00) — Repairing machines or systems using the needed tools.
  Systems Analysis (imp:2.00 lvl:1.88) — Determining how a system should work and how changes in conditions, operations, 
  Systems Evaluation (imp:2.00 lvl:1.75) — Identifying measures or indicators of system performance and the actions needed 
  Programming (imp:1.88 lvl:0.88) — Writing computer programs for various purposes.
  Management of Financial Resources (imp:1.88 lvl:1.00) — Determining how money will be spent to get the work done, and accounting for the
  Management of Material Resources (imp:1.88 lvl:1.00) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi
  Equipment Selection (imp:1.62 lvl:1.12) — Determining the kind of tools and equipment needed to do a job.
  Operations Analysis (imp:1.50 lvl:0.62) — Analyzing needs and product requirements to create a design.
  Technology Design (imp:1.50 lvl:0.62) — Generating or adapting equipment and technology to serve user needs.
  Installation (imp:1.12 lvl:0.25) — Installing equipment, machines, wiring, or programs to meet specifications.
BLS OEWS May 2025 — 19,430 employed nationally bls.gov/oes ↗ · Public Domain · US Government · retrieved 2026-06-02
--- NATIONAL WAGES ---
  total_employment : 19,430
  annual_median    : $48,150
  annual_pct10     : $34,720
  annual_pct25     : $39,410
  annual_pct75     : $65,750
  annual_pct90     : $85,930
  annual_mean      : $55,380
  hourly_median    : $23.15

--- GEOGRAPHIC DISPERSION ---
  highest_state    : California ($79,040)
  lowest_state     : Puerto Rico ($30,440)
  dispersion_ratio : 2.597x

--- TOP STATES BY WAGE (40 total) ---
  Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp:    9,360  median: $  46,010
  Utilities                                emp:    6,470  median: $  63,190
  Administrative and Support and Waste Management and Remediation Services emp:    2,830  median: $  40,080
  Construction                             emp:      370  median: $  43,270

--- TOP INDUSTRIES BY EMPLOYMENT (4 total) ---
  Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp:    9,360  median: $  46,010
  Utilities                                emp:    6,470  median: $  63,190
  Administrative and Support and Waste Management and Remediation Services emp:    2,830  median: $  40,080
  Construction                             emp:      370  median: $  43,270
Wikipedia — no exact match (0 words) N/A ↗ · CC BY-SA 4.0
exact_match_status : no_exact_match
matched_title      : N/A
match_score        : 0.0000
wikidata_qid       : N/A
word_count         : 0
wikipedia_url      : N/A
license            : CC BY-SA 4.0
fetched_at         : 2026-06-02T22:29:02.783643Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Automatic meter reading (similarity: 0.4681)
  URL: https://en.wikipedia.org/wiki/Automatic_meter_reading
  QID: Q3503672
  Extract: Automatic meter reading (AMR) is the technology of automatically collecting consumption, diagnostic, and status data from water meter or energy metering devices and transferring that data to a central database for billing, troubleshooting, and analyzing.
This technology mainly saves utility provider

  Title: Smart meter (similarity: 0.2857)
  URL: https://en.wikipedia.org/wiki/Smart_meter
  QID: Q1630602
  Extract: A smart meter is an electronic device that records information—such as consumption of electric energy, voltage levels, current, and power factor—and communicates the information to the consumer and electricity suppliers. Advanced metering infrastructure (AMI) differs from automatic meter reading (AM

  Title: Electricity meter (similarity: 0.2439)
  URL: https://en.wikipedia.org/wiki/Electricity_meter
  QID: Q622756
  Extract: An electricity meter, electric meter, electrical meter, energy meter, kilowatt-hour meter, or power meter is a device that measures the amount of electric energy consumed by a residence, a business, or an electrically powered device over a time interval.

  Title: Net metering in the United States (similarity: 0.4561)
  URL: https://en.wikipedia.org/wiki/Net_metering_in_the_United_States
  QID: Q106653020
  Extract: Net metering is a policy by many states in the United States designed to help the adoption of renewable energy. Net metering was pioneered in the United States as a way to allow solar and wind to provide electricity whenever available and allow use of that electricity whenever it was needed, beginni

  Title: Water supply (similarity: 0.3889)
  URL: https://en.wikipedia.org/wiki/Water_supply
  QID: Q1061108
  Extract: Water supply is the provision of water by public utilities, commercial organisations, community endeavors or by individuals, usually via a system of pumps and pipes. Public water supply systems are crucial to properly functioning societies. These systems are what supply drinking water to populations
Claude Inference — claude-sonnet-4-20250514 · confidence:high · $0.0464 inferred_at: 2026-06-03T22:37:43 UTC · Boise Standard inference pipeline v1.0
model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes     : Strong confidence based on comprehensive O*NET data including detailed work activities, skills, and knowledge requirements. BLS wage data provides robust market intelligence, and the clear job zone classification supports career entry analysis.
inferred_at          : 2026-06-03T22:37:43.110000+00:00
tokens_input         : 4,642
tokens_output        : 4,280
cost_usd             : $0.046387
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match exists for this occupation. The closest related articles cover automatic meter reading technology and smart meters, which represent the automation trend affecting this traditional manual reading role.

--- PROSE FIELDS ---

ROLE SUMMARY:
Meter Readers for Utilities are field technicians who collect consumption data from electric, gas, water, and steam meters for billing and monitoring purposes. They walk or drive established routes to read meters, record consumption data, and inspect equipment for damage or unauthorized connections. These workers serve as the primary field representatives for utility companies, handling customer interactions and ensuring accurate utility billing through systematic data collection.

DAY IN THE LIFE:
A typical day involves driving or walking predetermined routes to access utility meters at residential, commercial, and industrial properties. The meter reader uses handheld computers or route books to record consumption readings from electric, gas, water, or steam meters, verifying abnormal readings and documenting potential causes for fluctuations. They inspect each meter for damage, unauthorized connections, or broken seals, performing basic maintenance when needed. Customer interactions are common, requiring them to answer questions about services and charges or arrange alternative reading times when meters are inaccessible. The day concludes with uploading collected data to office computer systems and reporting any equipment problems or safety concerns to appropriate departments.

WHO THRIVES:
Individuals who excel in this role possess strong attention to detail and dependability, as accurate data collection is critical for utility billing. They demonstrate good physical stamina for walking routes and manipulating equipment, combined with near vision capabilities for reading meter displays accurately. Successful meter readers have solid customer service skills for professional interactions with property owners and tenants. They work well independently with minimal supervision while maintaining systematic approaches to route completion and record-keeping, showing integrity in handling sensitive utility consumption data.

CAREER ENTRY:
Most meter readers enter the field with a high school diploma or equivalent, as 71% of workers hold this education level according to O*NET data. Some college coursework (17.3%) or an associate's degree (8.7%) can provide additional qualifications. Entry-level positions typically provide on-the-job training covering meter reading procedures, safety protocols, customer service standards, and handheld computer operation. Prior experience in customer service, delivery, or field work can be beneficial but is not required.

CAREER TRAJECTORY:
Meter reading serves as an entry point into the utilities sector, with advancement opportunities including meter technician roles, field service engineering, or supervisory positions in utility operations. Workers can progress to specialized positions in meter installation and repair, damage prevention, or facilities maintenance. The experience gained in utility systems, customer service, and field operations provides a foundation for advancement to power plant operations, electrical repair technician roles, or utility customer service management positions.

MARKET INTELLIGENCE:
According to BLS OEWS May 2025 data, meter readers earn a median annual wage of $48,150, with employment of 19,430 workers nationwide. The wage range spans from $34,720 at the 10th percentile to $85,930 at the 90th percentile, showing significant variation based on location and employer type. Geographic dispersion is notable, with California offering the highest wages at $79,040 compared to Puerto Rico's $30,440, representing a 2.60x ratio. The largest employers are government entities (9,360 workers), utilities companies (6,470 workers), and administrative support services (2,830 workers). This distribution reflects the essential nature of utility infrastructure across public and private sectors.

AUTOMATION OUTLOOK:
The automation outlook for meter readers is increasingly challenging due to the widespread adoption of smart meters and automatic meter reading (AMR) technology. As utilities continue deploying remote monitoring systems that automatically transmit consumption data, the need for manual meter reading is declining significantly. However, some positions will remain for equipment maintenance, meter installation, damage inspection, and serving areas where smart meter deployment is not feasible due to infrastructure limitations or cost considerations.

--- REASONED EDGES ---
  [task_similarity] Inspectors, Testers, Sorters, Samplers, and Weighers (51-9061.00) — confidence:high
    reasoning: Both roles involve systematic inspection of equipment and recording of measurements with high attention to detail requirements.
    data: Both have 'Inspecting Equipment, Structures, or Materials' as top work activity
    data: Both require 'Attention to Detail' work style
    data: Both involve 'Documenting/Recording Information'
  [skill_overlap] Control and Valve Installers and Repairers, Except Mechanical Door (49-9012.00) — confidence:high
    reasoning: Both require mechanical knowledge and involve equipment maintenance in utility infrastructure settings.
    data: Both list 'Mechanical' knowledge as important
    data: Both perform equipment maintenance tasks
    data: Both work with utility infrastructure
  [knowledge_overlap] Electrical and Electronics Repairers, Powerhouse, Substation, and Relay (49-2095.00) — confidence:high
    reasoning: Both roles require understanding of electrical systems and utility operations within power infrastructure.
    data: Both work in utilities sector
    data: Both require 'Computers and Electronics' knowledge
    data: Both involve electrical equipment interaction
  [career_pathway] Power Distributors and Dispatchers (51-8012.00) — confidence:medium
    reasoning: Meter reader experience provides foundational knowledge of utility operations that can lead to power distribution roles.
    data: Both work in utilities industry
    data: Both require understanding of power systems
    data: Meter reading provides entry-level utility experience
  [transferable_skill] Calibration Technologists and Technicians (17-3028.00) — confidence:medium
    reasoning: Both roles involve precision measurement, equipment verification, and ensuring accuracy of measurement devices.
    data: Both verify measurement accuracy
    data: Both work with precision instruments
    data: Both require 'Information Ordering' ability

--- NORMALIZER SIGNALS ---
  match_keywords   : ['meter reader', 'utility meter', 'consumption reading', 'route reader', 'field technician utility', 'meter inspector', 'utility data collection', 'meter service']
  exclude_keywords : ['automatic meter', 'smart meter technician', 'meter manufacturing', 'meter calibration engineer', 'remote monitoring']
  title_patterns   : ['*Meter Reader*', '*Field*Meter*', '*Utility*Reader*', '*Meter*Technician*', '*Service Rep*']
  common_variations: ['Electric Meter Reader', 'Gas Meter Reader', 'Water Meter Reader', 'Meter Reading Clerk', 'Customer Field Representative', 'Meter Service Representative', 'Field Technician', 'Meter Inspector']
Semantic Manifold — 40 terms · 5 provenance layers employment_word_extractor.py · sources: onet_tasks | onet_dimensions | dwas | wikipedia | inference · Constitutional Law III
total_terms    : 40
top_words      : ['tendency', 'others', 'meter', 'equipment', 'principles', 'meters', 'control', 'service', 'consumption', 'includes', 'problems', 'water', 'utility', 'customer', 'objects', 'maintenance', 'reading', 'ideas', 'hand', 'services']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
tendency                   42  0.01512  onet_dimensions      onet_dimensions:100%
others                     39  0.01404  onet_dimensions      onet_dimensions:97%  dwas:3%
meter                      34  0.01224  inference            inference:50%  wikipedia:35%  onet_tasks:15%
equipment                  33  0.01188  onet_dimensions      onet_dimensions:70%  dwas:15%  inference:12%
principles                 16  0.00576  onet_dimensions      onet_dimensions:100%
meters                     14  0.00504  onet_tasks           onet_tasks:50%  inference:50%
control                    14  0.00504  onet_dimensions      onet_dimensions:86%  dwas:7%  wikipedia:7%
service                    13  0.00468  inference            inference:46%  onet_tasks:15%  onet_dimensions:15%
consumption                13  0.00468  wikipedia            wikipedia:38%  inference:38%  onet_tasks:15%
includes                   13  0.00468  onet_dimensions      onet_dimensions:92%  wikipedia:8%
problems                   12  0.00432  onet_dimensions      onet_dimensions:75%  onet_tasks:8%  dwas:8%
water                      12  0.00432  wikipedia            wikipedia:75%  inference:17%  onet_tasks:8%
utility                    12  0.00432  inference            inference:75%  wikipedia:17%  onet_tasks:8%
customer                   12  0.00432  inference            inference:58%  onet_dimensions:33%  onet_tasks:8%
objects                    12  0.00432  onet_dimensions      onet_dimensions:100%
maintenance                11  0.00396  onet_dimensions      onet_dimensions:36%  dwas:27%  inference:27%
reading                    11  0.00396  inference            inference:73%  wikipedia:18%  onet_dimensions:9%
ideas                      11  0.00396  onet_dimensions      onet_dimensions:100%
hand                       10  0.00360  onet_dimensions      onet_dimensions:70%  onet_tasks:30%
services                   10  0.00360  onet_dimensions      onet_dimensions:60%  onet_tasks:20%  inference:20%
monitoring                 10  0.00360  onet_dimensions      onet_dimensions:80%  inference:20%
rules                      10  0.00360  onet_dimensions      onet_dimensions:80%  wikipedia:20%
materials                  10  0.00360  onet_dimensions      onet_dimensions:100%
techniques                 10  0.00360  onet_dimensions      onet_dimensions:100%
body                       10  0.00360  onet_dimensions      onet_dimensions:100%
activities                 10  0.00360  onet_dimensions      onet_dimensions:90%  dwas:10%
computers                   9  0.00324  onet_tasks           onet_tasks:44%  onet_dimensions:44%  inference:11%
needs                       9  0.00324  onet_dimensions      onet_dimensions:89%  dwas:11%
procedures                  9  0.00324  onet_dimensions      onet_dimensions:89%  inference:11%
standards                   9  0.00324  onet_dimensions      onet_dimensions:89%  inference:11%
operations                  9  0.00324  onet_dimensions      onet_dimensions:67%  inference:33%
resources                   9  0.00324  onet_dimensions      onet_dimensions:100%
production                  9  0.00324  onet_dimensions      onet_dimensions:89%  wikipedia:11%
needed                      9  0.00324  onet_dimensions      onet_dimensions:78%  wikipedia:11%  inference:11%
quickly                     9  0.00324  onet_dimensions      onet_dimensions:100%
performing                  9  0.00324  onet_dimensions      onet_dimensions:89%  inference:11%
orientation                 9  0.00324  onet_dimensions      onet_dimensions:100%
customers                   8  0.00288  onet_dimensions      onet_dimensions:38%  dwas:38%  onet_tasks:12%
appropriate                 8  0.00288  onet_dimensions      onet_dimensions:62%  dwas:25%  inference:12%
quality                     8  0.00288  onet_dimensions      onet_dimensions:75%  wikipedia:25%
◈ Boise Standard Employment Graph · 43-5041.00 · built 2026-06-02 · Sources declared above are authoritative originals. This page synthesizes but does not replace them. Every claim traceable. Full provenance. Constitutional Law I.
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