The workday begins with measuring signal strength at utility poles using electronic test equipment to diagnose network issues. Installers use bucket trucks to access elevated work areas for stringing cables between poles, towers, and trenches while pulling lines to proper tension. They dig trenches for underground cables, splice connections using hand tools and mechanical equipment, and pull cables through ducts manually or with winches. Customer service calls involve traveling to premises to install, test, and adjust telecommunications equipment. Throughout the day, they inspect and test lines to assess transmission characteristics and maintain tools and test equipment for optimal performance.
Successful telecommunications line installers are detail-oriented individuals who thrive in physically demanding outdoor work environments and possess strong mechanical aptitude. They excel at problem-solving and can work independently while maintaining safety consciousness when climbing poles and operating heavy equipment. The role suits those who enjoy hands-on technical work and take pride in maintaining critical infrastructure. Ideal candidates have good communication skills for customer interactions, physical stamina for extensive manual labor, and the patience to troubleshoot complex signal transmission issues.
The physical nature of climbing poles, digging trenches, and handling cables in varied outdoor conditions makes this role largely resistant to automation. While diagnostic equipment and installation tools continue to improve, the core activities of accessing work sites, manipulating cables, and troubleshooting field conditions require human dexterity and problem-solving abilities that current technology cannot replicate.
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| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| equipment | 59 | 0.0166 | onet dimensi 39% dwas 32% | |
| tendency | 42 | 0.0118 | onet dimensi 100% | |
| others | 38 | 0.0107 | onet dimensi 100% | |
| telecommunications | 24 | 0.0068 | inference 50% wikipedia 38% | |
| malaysia | 22 | 0.0062 | wikipedia 100% | |
| services | 20 | 0.0056 | wikipedia 60% onet dimensi 30% | |
| cables | 18 | 0.0051 | inference 39% onet tasks 22% | |
| telephone | 18 | 0.0051 | wikipedia 89% onet dimensi 11% | |
| broadband | 18 | 0.0051 | wikipedia 100% | |
| principles | 16 | 0.0045 | onet dimensi 100% | |
| mobile | 14 | 0.0039 | wikipedia 100% | |
| poles | 13 | 0.0037 | onet tasks 54% inference 38% | |
| line | 13 | 0.0037 | wikipedia 62% inference 31% | |
| objects | 13 | 0.0037 | onet dimensi 92% dwas 8% | |
| test | 12 | 0.0034 | inference 42% onet tasks 33% | |
| communications | 12 | 0.0034 | wikipedia 58% dwas 25% | |
| control | 12 | 0.0034 | onet dimensi 100% | |
| includes | 12 | 0.0034 | onet dimensi 100% | |
| trenches | 11 | 0.0031 | onet tasks 45% inference 36% | |
| tools | 11 | 0.0031 | onet dimensi 45% inference 27% | |
| cable | 11 | 0.0031 | wikipedia 55% onet tasks 45% | |
| hand | 11 | 0.0031 | onet dimensi 64% onet tasks 27% | |
| materials | 11 | 0.0031 | onet dimensi 91% dwas 9% | |
| ideas | 11 | 0.0031 | onet dimensi 100% | |
| infrastructure | 11 | 0.0031 | wikipedia 55% inference 45% | |
| digital | 10 | 0.0028 | wikipedia 90% onet tasks 10% | |
| problems | 10 | 0.0028 | onet dimensi 90% dwas 10% | |
| performance | 10 | 0.0028 | onet dimensi 70% dwas 20% | |
| techniques | 10 | 0.0028 | onet dimensi 100% | |
| body | 10 | 0.0028 | onet dimensi 100% |
Provenance Window — Full Source Record · 49-9052.00 · Telecommunications Line Installers and Repairers 7 source blocks · click to expand
[Core] [95% incumbents] Measure signal strength at utility poles, using electronic test equipment. DWAs: Measure equipment outputs. [Core] [95% incumbents] Access specific areas to string lines, or install terminal boxes, auxiliary equipment, or appliances, using bucket trucks, climbing poles or ladders, or entering tunnels, trenches, or crawl spaces. DWAs: Climb equipment or structures to access work areas. [Core] [95% incumbents] Clean or maintain tools or test equipment. DWAs: Clean equipment, parts, or tools to repair or maintain them in good working order. | Maintain work equipment or machinery. [Core] [95% incumbents] Pull cable through ducts by hand or with winches. DWAs: Lay cables to connect equipment. [Core] [95% incumbents] Dig trenches for underground wires or cables. DWAs: Dig holes or trenches. [Core] [94% incumbents] Set up service for customers, installing, connecting, testing, or adjusting equipment. DWAs: Test communications equipment to ensure proper functioning. | Adjust equipment to ensure optimal performance. | Install audio or communications equipment. [Core] [94% incumbents] Travel to customers' premises to install, maintain, or repair audio and visual electronic reception equipment or accessories. DWAs: Travel to work sites to perform installation, repair or maintenance work. [Core] [94% incumbents] Inspect or test lines or cables, recording and analyzing test results, to assess transmission characteristics and locate faults or malfunctions. DWAs: Inspect telecommunications equipment to identify problems. | Analyze test or performance data to assess equipment operation. [Core] [94% incumbents] Splice cables, using hand tools, epoxy, or mechanical equipment. DWAs: Connect electrical components or equipment. [Core] [94% incumbents] String cables between structures and lines from poles, towers, or trenches, and pull lines to proper tension. DWAs: Lay cables to connect equipment. [Core] [94% incumbents] Pull up cable by hand from large reels mounted on trucks. DWAs: Lay cables to connect equipment. [Supplemental] [94% incumbents] Place insulation over conductors, or seal splices with moisture-proof covering. DWAs: Install insulation in equipment or structures. [Supplemental] [94% incumbents] Compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels. DWAs: Calculate requirements for equipment installation or repair projects. [Supplemental] [94% incumbents] Install equipment such as amplifiers or repeaters to maintain the strength of communications transmissions. DWAs: Install audio or communications equipment. [Supplemental] [94% incumbents] Dig holes for power poles, using power augers or shovels, set poles in place with cranes, and hoist poles upright, using winches. DWAs: Dig holes or trenches. | Operate cranes, hoists, or other moving or lifting equipment. [Core] [93% incumbents] Lay underground cable directly in trenches, or string it through conduits running through trenches. DWAs: Lay cables to connect equipment. [Supplemental] [93% incumbents] Explain cable service to subscribers after installation, and collect any installation fees due. DWAs: Explain use of products or services. | Collect payments for goods or services. [Supplemental] [93% incumbents] Use a variety of construction equipment to complete installations, such as digger derricks, trenchers, or cable plows. DWAs: Move large objects using heavy equipment. [Supplemental] [93% incumbents] Fill and tamp holes, using cement, earth, and tamping devices. DWAs: Compact materials to create level bases. [EMERGING:Revision] Set up service for customers, installing, connecting, testing, or adjusting equipment, such as digital subscriber line modems.
--- SKILLS --- Speaking (imp:3.12 lvl:2.75) — Talking to others to convey information effectively. Critical Thinking (imp:3.12 lvl:3.12) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Active Listening (imp:3.00 lvl:3.00) — Giving full attention to what other people are saying, taking time to understand Monitoring (imp:3.00 lvl:2.88) — Monitoring/Assessing performance of yourself, other individuals, or organization Reading Comprehension (imp:2.88 lvl:3.00) — Understanding written sentences and paragraphs in work-related documents. Active Learning (imp:2.75 lvl:2.62) — Understanding the implications of new information for both current and future pr Writing (imp:2.62 lvl:2.88) — Communicating effectively in writing as appropriate for the needs of the audienc Learning Strategies (imp:2.25 lvl:2.00) — Selecting and using training/instructional methods and procedures appropriate fo Mathematics (imp:2.00 lvl:1.75) — Using mathematics to solve problems. Science (imp:1.75 lvl:1.12) — Using scientific rules and methods to solve problems. --- KNOWLEDGE --- Telecommunications (imp:4.49 lvl:5.54) — Knowledge of transmission, broadcasting, switching, control, and operation of te Customer and Personal Service (imp:4.39 lvl:4.35) — Knowledge of principles and processes for providing customer and personal servic English Language (imp:3.74 lvl:3.78) — Knowledge of the structure and content of the English language including the mea Public Safety and Security (imp:3.39 lvl:3.63) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Computers and Electronics (imp:3.26 lvl:3.96) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Mechanical (imp:3.22 lvl:3.47) — Knowledge of machines and tools, including their designs, uses, repair, and main Education and Training (imp:3.19 lvl:3.60) — Knowledge of principles and methods for curriculum and training design, teaching Communications and Media (imp:3.14 lvl:2.77) — Knowledge of media production, communication, and dissemination techniques and m Administration and Management (imp:2.92 lvl:2.71) — Knowledge of business and management principles involved in strategic planning, Engineering and Technology (imp:2.86 lvl:2.77) — Knowledge of the practical application of engineering science and technology. Th Mathematics (imp:2.74 lvl:2.95) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Design (imp:2.73 lvl:2.98) — Knowledge of design techniques, tools, and principles involved in production of Production and Processing (imp:2.70 lvl:2.63) — Knowledge of raw materials, production processes, quality control, costs, and ot Sales and Marketing (imp:2.68 lvl:2.32) — Knowledge of principles and methods for showing, promoting, and selling products Transportation (imp:2.66 lvl:2.39) — Knowledge of principles and methods for moving people or goods by air, rail, sea Building and Construction (imp:2.62 lvl:2.54) — Knowledge of materials, methods, and the tools involved in the construction or r Personnel and Human Resources (imp:2.24 lvl:1.72) — Knowledge of principles and procedures for personnel recruitment, selection, tra Administrative (imp:2.12 lvl:1.87) — Knowledge of administrative and office procedures and systems such as word proce Law and Government (imp:1.89 lvl:1.15) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Geography (imp:1.88 lvl:1.37) — Knowledge of principles and methods for describing the features of land, sea, an Physics (imp:1.83 lvl:1.70) — Knowledge and prediction of physical principles, laws, their interrelationships, Psychology (imp:1.78 lvl:1.08) — Knowledge of human behavior and performance; individual differences in ability, Economics and Accounting (imp:1.77 lvl:0.92) — Knowledge of economic and accounting principles and practices, the financial mar Chemistry (imp:1.67 lvl:1.17) — Knowledge of the chemical composition, structure, and properties of substances a Foreign Language (imp:1.47) — Knowledge of the structure and content of a foreign (non-English) language inclu Therapy and Counseling (imp:1.44 lvl:0.79) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Medicine and Dentistry (imp:1.22) — Knowledge of the information and techniques needed to diagnose and treat human i Philosophy and Theology (imp:1.20) — Knowledge of different philosophical systems and religions. This includes their Biology (imp:1.16 lvl:0.24) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd History and Archeology (imp:1.16) — Knowledge of historical events and their causes, indicators, and effects on civi Sociology and Anthropology (imp:1.13) — Knowledge of group behavior and dynamics, societal trends and influences, human Food Production (imp:1.07) — Knowledge of techniques and equipment for planting, growing, and harvesting food Fine Arts (imp:1.01) — Knowledge of the theory and techniques required to compose, produce, and perform --- ABILITIES --- Oral Comprehension (imp:3.62 lvl:3.62) — The ability to listen to and understand information and ideas presented through Oral Expression (imp:3.62 lvl:3.50) — The ability to communicate information and ideas in speaking so others will unde Near Vision (imp:3.62 lvl:3.38) — The ability to see details at close range (within a few feet of the observer). Problem Sensitivity (imp:3.38 lvl:3.00) — The ability to tell when something is wrong or is likely to go wrong. It does no Arm-Hand Steadiness (imp:3.38 lvl:3.12) — The ability to keep your hand and arm steady while moving your arm or while hold Extent Flexibility (imp:3.38 lvl:3.75) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Manual Dexterity (imp:3.25 lvl:3.12) — The ability to quickly move your hand, your hand together with your arm, or your Multilimb Coordination (imp:3.25 lvl:3.38) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Deductive Reasoning (imp:3.12 lvl:3.00) — The ability to apply general rules to specific problems to produce answers that Information Ordering (imp:3.12 lvl:2.88) — The ability to arrange things or actions in a certain order or pattern according Trunk Strength (imp:3.12 lvl:2.88) — 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. Inductive Reasoning (imp:3.00 lvl:3.00) — The ability to combine pieces of information to form general rules or conclusion Flexibility of Closure (imp:3.00 lvl:3.00) — The ability to identify or detect a known pattern (a figure, object, word, or so Perceptual Speed (imp:3.00 lvl:3.00) — The ability to quickly and accurately compare similarities and differences among Visualization (imp:3.00 lvl:3.12) — The ability to imagine how something will look after it is moved around or when Selective Attention (imp:3.00 lvl:2.88) — The ability to concentrate on a task over a period of time without being distrac Finger Dexterity (imp:3.00 lvl:3.00) — The ability to make precisely coordinated movements of the fingers of one or bot Control Precision (imp:3.00 lvl:3.62) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Static Strength (imp:3.00 lvl:3.00) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Far Vision (imp:3.00 lvl:2.88) — The ability to see details at a distance. Speech Clarity (imp:3.00 lvl:2.75) — The ability to speak clearly so others can understand you. Written Expression (imp:2.88 lvl:2.62) — The ability to communicate information and ideas in writing so others will under Category Flexibility (imp:2.88 lvl:2.88) — The ability to generate or use different sets of rules for combining or grouping Time Sharing (imp:2.88 lvl:2.62) — The ability to shift back and forth between two or more activities or sources of Gross Body Equilibrium (imp:2.88 lvl:2.75) — The ability to keep or regain your body balance or stay upright when in an unsta Speech Recognition (imp:2.88 lvl:2.75) — The ability to identify and understand the speech of another person. Visual Color Discrimination (imp:2.75 lvl:3.25) — The ability to match or detect differences between colors, including shades of c Depth Perception (imp:2.75 lvl:2.75) — The ability to judge which of several objects is closer or farther away from you Response Orientation (imp:2.62 lvl:2.62) — The ability to choose quickly between two or more movements in response to two o Reaction Time (imp:2.62 lvl:2.38) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Gross Body Coordination (imp:2.62 lvl:2.12) — The ability to coordinate the movement of your arms, legs, and torso together wh Auditory Attention (imp:2.62 lvl:2.38) — The ability to focus on a single source of sound in the presence of other distra Fluency of Ideas (imp:2.50 lvl:2.38) — The ability to come up with a number of ideas about a topic (the number of ideas Originality (imp:2.50 lvl:2.38) — The ability to come up with unusual or clever ideas about a given topic or situa Dynamic Strength (imp:2.38 lvl:2.25) — The ability to exert muscle force repeatedly or continuously over time. This inv Stamina (imp:2.38 lvl:2.12) — The ability to exert yourself physically over long periods of time without getti Hearing Sensitivity (imp:2.38 lvl:2.12) — The ability to detect or tell the differences between sounds that vary in pitch Number Facility (imp:2.25 lvl:2.12) — The ability to add, subtract, multiply, or divide quickly and correctly. 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:2.00) — The ability to know your location in relation to the environment or to know wher Mathematical Reasoning (imp:2.00 lvl:2.00) — The ability to choose the right mathematical methods or formulas to solve a prob Memorization (imp:2.00 lvl:2.00) — The ability to remember information such as words, numbers, pictures, and proced Rate Control (imp:2.00 lvl:1.75) — The ability to time your movements or the movement of a piece of equipment in an Wrist-Finger Speed (imp:2.00 lvl:1.88) — The ability to make fast, simple, repeated movements of the fingers, hands, and Peripheral Vision (imp:2.00 lvl:1.75) — The ability to see objects or movement of objects to one's side when the eyes ar Glare Sensitivity (imp:2.00 lvl:1.88) — The ability to see objects in the presence of a glare or bright lighting. Sound Localization (imp:2.00 lvl:1.88) — The ability to tell the direction from which a sound originated. Speed of Limb Movement (imp:1.88 lvl:1.62) — The ability to quickly move the arms and legs. Night Vision (imp:1.88 lvl:1.50) — The ability to see under low-light conditions. 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:1.75 lvl:0.75) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo --- WORK ACTIVITIES --- Performing General Physical Activities (imp:4.43 lvl:5.76) — Performing general physical activities includes doing activities that require co Operating Vehicles, Mechanized Devices, or Equipment (imp:4.20 lvl:3.23) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Making Decisions and Solving Problems (imp:4.03 lvl:3.56) — Analyzing information and evaluating results to choose the best solution and sol Handling and Moving Objects (imp:4.01 lvl:4.75) — Using hands and arms in handling, installing, positioning, and moving materials, Identifying Objects, Actions, and Events (imp:3.99 lvl:3.33) — Identifying information by categorizing, estimating, recognizing differences or Monitoring Processes, Materials, or Surroundings (imp:3.90 lvl:4.30) — Monitoring and reviewing information from materials, events, or the environment, Updating and Using Relevant Knowledge (imp:3.88 lvl:4.37) — Keeping up-to-date technically and applying new knowledge to your job. Working with Computers (imp:3.88 lvl:2.89) — Using computers and computer systems (including hardware and software) to progra Communicating with Supervisors, Peers, or Subordinates (imp:3.84 lvl:3.40) — Providing information to supervisors, co-workers, and subordinates by telephone, Communicating with People Outside the Organization (imp:3.82 lvl:3.35) — Communicating with people outside the organization, representing the organizatio Getting Information (imp:3.79 lvl:3.40) — Observing, receiving, and otherwise obtaining information from all relevant sour Performing for or Working Directly with the Public (imp:3.72 lvl:3.70) — Performing for people or dealing directly with the public. This includes serving Inspecting Equipment, Structures, or Materials (imp:3.68 lvl:3.39) — Inspecting equipment, structures, or materials to identify the cause of errors o Organizing, Planning, and Prioritizing Work (imp:3.57 lvl:4.00) — Developing specific goals and plans to prioritize, organize, and accomplish your Processing Information (imp:3.54 lvl:3.11) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Training and Teaching Others (imp:3.51 lvl:3.06) — Identifying the educational needs of others, developing formal educational or tr Analyzing Data or Information (imp:3.49 lvl:3.05) — Identifying the underlying principles, reasons, or facts of information by break Documenting/Recording Information (imp:3.45 lvl:3.11) — Entering, transcribing, recording, storing, or maintaining information in writte Evaluating Information to Determine Compliance with Standards (imp:3.41 lvl:2.73) — Using relevant information and individual judgment to determine whether events o Thinking Creatively (imp:3.41 lvl:3.62) — Developing, designing, or creating new applications, ideas, relationships, syste Assisting and Caring for Others (imp:3.39 lvl:2.73) — Providing personal assistance, medical attention, emotional support, or other pe Establishing and Maintaining Interpersonal Relationships (imp:3.34 lvl:4.43) — Developing constructive and cooperative working relationships with others, and m Controlling Machines and Processes (imp:3.33 lvl:3.43) — Using either control mechanisms or direct physical activity to operate machines Selling or Influencing Others (imp:3.29 lvl:3.09) — Convincing others to buy merchandise/goods or to otherwise change their minds or Repairing and Maintaining Electronic Equipment (imp:3.28 lvl:3.46) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Developing Objectives and Strategies (imp:3.13 lvl:2.28) — Establishing long-range objectives and specifying the strategies and actions to Scheduling Work and Activities (imp:3.12 lvl:2.55) — Scheduling events, programs, and activities, as well as the work of others. Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:3.11 lvl:2.75) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Interpreting the Meaning of Information for Others (imp:3.05 lvl:2.56) — Translating or explaining what information means and how it can be used. Repairing and Maintaining Mechanical Equipment (imp:3.01 lvl:2.76) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an Developing and Building Teams (imp:3.00 lvl:1.95) — Encouraging and building mutual trust, respect, and cooperation among team membe Resolving Conflicts and Negotiating with Others (imp:2.99 lvl:2.84) — Handling complaints, settling disputes, and resolving grievances and conflicts, Judging the Qualities of Objects, Services, or People (imp:2.97 lvl:2.51) — Assessing the value, importance, or quality of things or people. Coordinating the Work and Activities of Others (imp:2.91 lvl:2.81) — Getting members of a group to work together to accomplish tasks. Guiding, Directing, and Motivating Subordinates (imp:2.81 lvl:2.20) — Providing guidance and direction to subordinates, including setting performance Providing Consultation and Advice to Others (imp:2.78 lvl:2.33) — Providing guidance and expert advice to management or other groups on technical, Coaching and Developing Others (imp:2.73 lvl:2.62) — Identifying the developmental needs of others and coaching, mentoring, or otherw Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:2.53 lvl:2.14) — Providing documentation, detailed instructions, drawings, or specifications to t Performing Administrative Activities (imp:2.46 lvl:1.88) — Performing day-to-day administrative tasks such as maintaining information files Monitoring and Controlling Resources (imp:2.23 lvl:1.83) — Monitoring and controlling resources and overseeing the spending of money. Staffing Organizational Units (imp:1.87 lvl:1.17) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ --- WORK STYLES --- Dependability (imp:2.39) — A tendency to be reliable, responsible, and consistent in meeting work-related o Attention to Detail (imp:2.14) — 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 Cautiousness (imp:1.93) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Perseverance (imp:1.70) — A tendency to exhibit determination and resolve to perform or complete tasks in Stress Tolerance (imp:1.40) — A tendency to cope and function effectively in stressful situations at work. Adaptability (imp:1.26) — A tendency to be open to and comfortable with change, new experiences, or ideas Integrity (imp:1.08) — A tendency to be honest and ethical at work. Cooperation (imp:1.03) — A tendency to be pleasant, helpful, and willing to assist others at work. Attention to Detail (imp:1.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Self-Control (imp:0.95) — A tendency to remain calm and composed and to manage emotions effectively in res Self-Confidence (imp:0.92) — A tendency to believe in one's work-related capabilities and ability to control Achievement Orientation (imp:0.91) — A tendency to establish and maintain personally challenging work-related goals, Initiative (imp:0.83) — A tendency to be proactive and take on extra responsibilities and tasks that may Intellectual Curiosity (imp:0.58) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Sincerity (imp:0.52) — A tendency to be genuine and sincere in interactions with others at work, withou Optimism (imp:0.32) — A tendency to exhibit a positive attitude and positive emotions at work, even un Tolerance for Ambiguity (imp:0.31) — A tendency to be comfortable with ambiguity and uncertainty at work. Social Orientation (imp:0.22) — A tendency to seek out, enjoy, and be energized by social interaction at work. Innovation (imp:0.13) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Humility (imp:0.12) — A tendency to be modest and humble when interacting with others at work. Empathy (imp:0.08) — A tendency to show concern for others and be sensitive to others' needs and feel 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 Leadership Orientation (imp:-0.09) — A tendency to lead, take charge, offer opinions, and provide direction at work. --- TRANSFERABLE SKILLS --- Complex Problem Solving (imp:3.12 lvl:3.00) — Identifying complex problems and reviewing related information to develop and ev Operations Monitoring (imp:3.12 lvl:3.00) — Watching gauges, dials, or other indicators to make sure a machine is working pr Coordination (imp:3.00 lvl:3.00) — Adjusting actions in relation to others' actions. Operation and Control (imp:3.00 lvl:3.00) — Controlling operations of equipment or systems. Equipment Maintenance (imp:3.00 lvl:2.75) — Performing routine maintenance on equipment and determining when and what kind o Troubleshooting (imp:3.00 lvl:3.12) — Determining causes of operating errors and deciding what to do about it. Judgment and Decision Making (imp:3.00 lvl:3.00) — Considering the relative costs and benefits of potential actions to choose the m Social Perceptiveness (imp:2.88 lvl:2.88) — Being aware of others' reactions and understanding why they react as they do. Repairing (imp:2.88 lvl:2.75) — Repairing machines or systems using the needed tools. Quality Control Analysis (imp:2.88 lvl:3.00) — Conducting tests and inspections of products, services, or processes to evaluate Time Management (imp:2.88 lvl:2.75) — Managing one's own time and the time of others. Service Orientation (imp:2.75 lvl:2.88) — Actively looking for ways to help people. Installation (imp:2.38 lvl:1.88) — Installing equipment, machines, wiring, or programs to meet specifications. Systems Analysis (imp:2.38 lvl:2.38) — Determining how a system should work and how changes in conditions, operations, Persuasion (imp:2.25 lvl:2.25) — Persuading others to change their minds or behavior. Equipment Selection (imp:2.25 lvl:2.00) — Determining the kind of tools and equipment needed to do a job. Systems Evaluation (imp:2.25 lvl:2.38) — Identifying measures or indicators of system performance and the actions needed Negotiation (imp:2.12 lvl:2.12) — Bringing others together and trying to reconcile differences. Instructing (imp:2.12 lvl:2.12) — Teaching others how to do something. Management of Personnel Resources (imp:2.00 lvl:1.88) — Motivating, developing, and directing people as they work, identifying the best Operations Analysis (imp:1.88 lvl:1.00) — Analyzing needs and product requirements to create a design. Technology Design (imp:1.88 lvl:0.88) — Generating or adapting equipment and technology to serve user needs. Management of Financial Resources (imp:1.75 lvl:0.75) — Determining how money will be spent to get the work done, and accounting for the Management of Material Resources (imp:1.75 lvl:0.75) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Programming (imp:1.62 lvl:0.62) — Writing computer programs for various purposes.
--- NATIONAL WAGES --- total_employment : 97,720 annual_median : $74,330 annual_pct10 : $45,310 annual_pct25 : $54,310 annual_pct75 : $95,850 annual_pct90 : $103,680 annual_mean : $73,940 hourly_median : $35.73 --- GEOGRAPHIC DISPERSION --- highest_state : Rhode Island ($103,810) lowest_state : Guam ($30,770) dispersion_ratio : 3.374x --- TOP STATES BY WAGE (53 total) --- Information emp: 61,040 median: $ 82,020 Construction emp: 28,940 median: $ 55,480 Professional, Scientific, and Technical Services emp: 2,490 median: $ 57,570 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 1,660 median: $ 68,330 Utilities emp: 1,420 median: $ 81,520 Administrative and Support and Waste Management and Remediation Services emp: 1,390 median: $ 49,580 Manufacturing emp: 290 median: $ 61,580 Management of Companies and Enterprises emp: 140 median: $ 84,840 Health Care and Social Assistance emp: 110 median: $ 58,600 Educational Services emp: 40 median: $ 60,890 --- TOP INDUSTRIES BY EMPLOYMENT (10 total) --- Information emp: 61,040 median: $ 82,020 Construction emp: 28,940 median: $ 55,480 Professional, Scientific, and Technical Services emp: 2,490 median: $ 57,570 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 1,660 median: $ 68,330 Utilities emp: 1,420 median: $ 81,520 Administrative and Support and Waste Management and Remediation Services emp: 1,390 median: $ 49,580 Manufacturing emp: 290 median: $ 61,580 Management of Companies and Enterprises emp: 140 median: $ 84,840 Health Care and Social Assistance emp: 110 median: $ 58,600 Educational Services emp: 40 median: $ 60,890
exact_match_status : found matched_title : Telecommunications in Malaysia match_score : 0.6667 wikidata_qid : Q5621005 word_count : 1,324 wikipedia_url : https://en.wikipedia.org/wiki/Telecommunications_in_Malaysia license : CC BY-SA 4.0 fetched_at : 2026-06-02T22:59:00.669712Z --- WIKIPEDIA FULL TEXT --- Telecommunications in Malaysia fall under the oversight of the Malaysian Communications and Multimedia Commission (MCMC). Established under the Communications and Multimedia Act 1998, the MCMC issues licences for broadcasting, postal, and digital signature services, and enforces industry standards nationwide. The commission is also responsible for implementing the regulations set out in the Postal Services Act 2012 and the Digital Signature Act 1997. At the state level, Sarawak's telecommunications sector is co-regulated by the Sarawak Multimedia Authority (SMA), established under Section 3 of the Sarawak Multimedia Authority Ordinance 2017. Since its establishment, the SMA and MCMC have cooperated on developing and implementing digital economy initiatives and overseeing the rollout of telecommunications infrastructure in Sarawak. In 2022, Sarawak's Ministry of Public Utilities (later renamed the Ministry of Utility and Telecommunication) created a dedicated Telecommunication Division to manage sector reporting directly to the Sarawak Legislative Assembly. == History == For more than a century, Malaysia's telecommunications system has developed from colonial-era telegraph lines into a modern IP-based network. The British colonial administration, present in the region from the 18th century, established the earliest telecommunications facilities. Telegraph services were consolidated under the Posts and Telegraphs Department in the 1800s, with manual magneto-operated telephones introduced in Perak in the 1880s, followed by the establishment of the first public telephone exchange in Ipoh in 1902. Kuala Lumpur received telephone service in 1891, and at the turn of the century a major telephone line was constructed linking Province Wellesley (Seberang Prai) in Penang to Johor Bahru. In 1915, the first underground cable was laid, connecting the central Perak towns of Taiping, Kampar, and Teluk Anson. As trade expanded and townships developed, the number of telephone subscribers in Peninsular Malaysia increased substantially. By 1930, an automated magneto exchange was commissioned in Kuala Lumpur on Jalan Weld to accommodate rising call volumes. During the 1930s, all telephone exchanges in the Malayan Trunk System were capable of communicating with exchanges in Java, the Philippines, the United States, Canada, and Mexico through shortwave radio-telephone transmitters. Towards the end of the decade, a Marconi radio terminal was installed at the Kuala Lumpur Telephone Exchange to manage overseas calls. Much of the telecommunications infrastructure was damaged during World War II and the Japanese occupation. In 1946, after re-establishing their administration in Malaya, the British repaired trunk routes, restored fallen telephone poles, and replaced damaged or stolen copper wires. During the occupation, the Posts and Telegraphs Department had been divided into two separate units. The British initially reunified these entities, but the arrangement was short-lived. With the formation of the Malayan Union on 1 April 1946, the Malaysian Telecommunications Department and Postal Services Department were established; the former managed telegraph, telephone, and wireless services, while the latter handled mail, money orders, and savings accounts. == Telephones system == By 2019, fixed-line telephone subscriptions totalled approximately 6.47 million, while mobile cellular subscriptions reached 44.60 million, corresponding to penetration rates of roughly 20% and 135% respectively. In March 2021, Digital Nasional Berhad was launched to deploy 5G infrastructure, with nationwide 5G coverage expected to reach 80% of populated areas by the end of 2024. === Telephone system === Domestic communication services in Peninsular Malaysia and East Malaysia are supported by both fixed and wireless infrastructure, including fibre networks, Asymmetrical Digital Subscriber Line networks, mobile base stations, earth stations, and microwave link stations. Intercity communication (backhaul) in both regions primarily relies on fibre-optic connections and fixed wireless systems such as microwave links. Very-small-aperture terminal (VSAT) systems are also used to provide services in rural and remote areas. Major telecommunications operators in Malaysia include CelcomDigi Berhad, Maxis Berhad, U Mobile Sdn Bhd, Telekom Malaysia, YTL Communications, and TIME dotCom. International connectivity is delivered through submarine cables linked to Tier 1 networks, which can reach all other networks on the Internet via settlement-free interconnection. Major submarine cable providers in Malaysia include Telekom Malaysia and TIME dotCom. Satellite services, operated by MEASAT, provide additional international coverage. == Broadband == Total broadband subscriptions reached 43.378 million in 2019, resulting in a broadband penetration rate of 131.7% per 100 inhabitants. === Fixed broadband development === In 2019, fixed broadband accounted for 6.79% of the total broadband market, with 2.947 million subscriptions (up from 2.7 million in 2018). Fixed broadband services are offered through technologies such as Asymmetrical Digital Subscriber Line, symmetric digital subscriber line (SDSL), Very-high-bit-rate Digital Subscriber Line, Fiber-to-the-Home (FTTH), satellite broadband, Fixed Wireless Access (FWA), and Evolution-Data Optimized (EVDO). The High-Speed Broadband (HSBB) project, introduced in 2008, aimed to enhance broadband quality and enable users in major cities and high-impact economic zones to access speeds of up to 100 Mbit/s. The Suburban Broadband (SUBB) and Rural Broadband (RBB) programmes provide speeds of up to 20 Mbit/s for suburban and rural communities. On 28 August 2019, the government approved the National Fiberisation and Connectivity Plan (NFCP) for implementation from 2019 to 2023. The NFCP targeted: Achieving an entry-level fixed broadband package priced at 1% of GNI by 2020. Ensuring gigabit availability in selected industrial areas by 2020 and all state capitals by 2023. Providing 100% availability for premises in state capitals and high-impact areas with speeds of at least 500 Mbit/s by 2021. Reaching 20% of suburban and rural premises with speeds of up to 500 Mbit/s by 2022. Achieving fibre network pass-through to 70% of schools, hospitals, libraries, police stations, and post offices by 2022. Delivering an average speed of 30 Mbit/s in 98% of populated areas by 2023. Improving mobile coverage along the Pan Borneo Highway upon project completion. === Mobile broadband development === In 2019, mobile broadband accounted for 93.21% of the total broadband market, with 40.431 million subscriptions as of Q4 2019 (up from 36.8 million in 2018). ==== Upgrading and expansion of network coverage ==== The Time 3 and Time 3 Extension initiatives oversaw the construction of 1,833 new communications towers in rural areas across Malaysia. In addition, 4,895 base stations at existing towers were upgraded from 2G to 3G/4G to support higher broadband speeds in rural regions. ==== Malaysian Submarine Cable System (MSCS) ==== Introduced in 2014 through a public–private partnership between the MCMC and Telekom Malaysia (TM), the MSCS project was completed in 2017. It provides redundancy to existing domestic submarine cable systems, which have been operating since 1995, and was designed to meet increasing bandwidth demand between Peninsular Malaysia and East Malaysia. ==== Submarine Cable System to Islands ==== Launched in 2017 and completed in 2018, this project upgraded communications infrastructure networks and submarine cable systems connecting the mainland with the islands of Perhentian, Tioman, and Pangkor. === Broadband service providers === == Mobile cellular == The major service providers for mobile cellular services in Malaysia are CelcomDigi Berhad, Maxis Berhad, YTL Communications, and U Mobile Sdn Bhd. As of Q4 2019, mobile cellular subscriptions totalled 44.601 milli --- SEMANTIC NEIGHBORS (5) --- Title: Ringback number (similarity: 0.1905) URL: https://en.wikipedia.org/wiki/Ringback_number QID: Q2106260 Extract: A ringback number is a telephone number for a telephone line that automatically calls the line that the call was placed from, after the caller has hung up. The typical use of this facility is by telephone company technicians for testing a new installation or for trouble-shooting. Title: Network interface device (similarity: 0.3611) URL: https://en.wikipedia.org/wiki/Network_interface_device QID: Q17153996 Extract: In telecommunications, a network interface device is a device that serves as the demarcation point between the carrier's local loop and the customer's premises wiring. Outdoor telephone NIDs also provide the subscriber with access to the station wiring and serve as a convenient test point for verifi Title: Rex 84 (similarity: 0.0741) URL: https://en.wikipedia.org/wiki/Rex_84 QID: Q3028601 Extract: Rex 84B, short for Readiness Exercise 1984 Bravo, was a classified scenario and drill developed by the United States federal government to detain large numbers of United States residents deemed to be "national security threats" in the event that the president declared a National Emergency. The scena Title: Optical fiber (similarity: 0.2295) URL: https://en.wikipedia.org/wiki/Optical_fiber QID: Q162 Extract: An optical fiber, or optical fibre, is a flexible glass or plastic fiber that can transmit light from one end to the other. Such fibers are widely used in fiber-optic communication, where they permit transmission over longer distances and at higher bandwidths than electrical cables. Fibers are used Title: Traffic cone (similarity: 0.1667) URL: https://en.wikipedia.org/wiki/Traffic_cone QID: Q694547 Extract: Traffic cones, also called pylons, witches' hats, road cones, highway cones, safety cones, caution cones, channelizing devices, construction cones, roadworks cones, or just cones, are usually cone-shaped markers that are placed on roads or footpaths to temporarily redirect traffic in a safe manner.
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : Strong confidence based on detailed O*NET work activities, comprehensive wage data from BLS OEWS May 2025, and clear task descriptions that distinguish this outdoor line work from indoor equipment repair roles.
inferred_at : 2026-06-04T00:44:39.123283+00:00
tokens_input : 4,775
tokens_output : 4,337
cost_usd : $0.047205
wikipedia_used : False
wikipedia_title : None
wikipedia_note : No relevant Wikipedia match found. The matched article about Malaysian telecommunications oversight is not applicable to this installation and repair occupation.
--- PROSE FIELDS ---
ROLE SUMMARY:
Telecommunications Line Installers and Repairers install, maintain, and repair telecommunications cables including fiber optic systems to ensure reliable communication infrastructure. They work primarily outdoors climbing poles, digging trenches, and operating specialized equipment to string cables and test signal strength. This physically demanding role is essential for maintaining the backbone of modern telecommunications networks serving homes, businesses, and communities.
DAY IN THE LIFE:
The workday begins with measuring signal strength at utility poles using electronic test equipment to diagnose network issues. Installers use bucket trucks to access elevated work areas for stringing cables between poles, towers, and trenches while pulling lines to proper tension. They dig trenches for underground cables, splice connections using hand tools and mechanical equipment, and pull cables through ducts manually or with winches. Customer service calls involve traveling to premises to install, test, and adjust telecommunications equipment. Throughout the day, they inspect and test lines to assess transmission characteristics and maintain tools and test equipment for optimal performance.
WHO THRIVES:
Successful telecommunications line installers are detail-oriented individuals who thrive in physically demanding outdoor work environments and possess strong mechanical aptitude. They excel at problem-solving and can work independently while maintaining safety consciousness when climbing poles and operating heavy equipment. The role suits those who enjoy hands-on technical work and take pride in maintaining critical infrastructure. Ideal candidates have good communication skills for customer interactions, physical stamina for extensive manual labor, and the patience to troubleshoot complex signal transmission issues.
CAREER ENTRY:
Most positions require only a high school diploma with 59.6% of workers having this education level, making this an accessible skilled trade. Many employers provide on-the-job training or apprenticeships to develop specific telecommunications knowledge and safety procedures. Post-secondary certificates in telecommunications, electronics, or related technical fields can provide competitive advantages, with 14.1% of workers holding such credentials. Entry-level positions typically focus on basic installation tasks under supervision before advancing to independent repair work.
CAREER TRAJECTORY:
Experienced line installers can advance to lead technician roles, supervisory positions, or specialize in complex fiber optic installations and network infrastructure projects. Many transition to related roles such as telecommunications equipment installers working on indoor systems or electrical power-line installers for utility companies. Career progression often leads to training coordination, quality assurance, or field operations management within telecommunications companies. Some pursue additional certifications to work on specialized systems like radio towers or security alarm installations.
MARKET INTELLIGENCE:
The occupation employs 97,720 workers nationally with a median annual wage of $74,330, ranging from $45,310 to $103,680 according to BLS OEWS May 2025. Geographic wage variation is significant with Rhode Island offering the highest pay at $103,810 compared to Guam's $30,770, representing a 3.37x ratio. The Information sector employs 61,040 workers while Construction employs 28,940, reflecting demand across both telecommunications companies and infrastructure contractors. Job prospects remain stable as telecommunications infrastructure requires ongoing maintenance and expansion for fiber optic networks and 5G deployment.
AUTOMATION OUTLOOK:
The physical nature of climbing poles, digging trenches, and handling cables in varied outdoor conditions makes this role largely resistant to automation. While diagnostic equipment and installation tools continue to improve, the core activities of accessing work sites, manipulating cables, and troubleshooting field conditions require human dexterity and problem-solving abilities that current technology cannot replicate.
--- REASONED EDGES ---
[task_similarity] Electrical Power-Line Installers and Repairers (49-9051.00) — confidence:high
reasoning: Both roles involve climbing poles, working with cables, and performing electrical connections in outdoor environments
data: Both access elevated areas using bucket trucks
data: Similar physical work activities and manual dexterity requirements
[knowledge_overlap] Telecommunications Equipment Installers and Repairers, Except Line Installers (49-2022.00) — confidence:high
reasoning: Shared telecommunications knowledge (imp:4.5) and customer service knowledge (imp:4.4) with complementary indoor vs outdoor focus
data: Telecommunications knowledge at expert level
data: Customer service requirements
data: Equipment installation and testing
[riasec_cluster] Radio, Cellular, and Tower Equipment Installers and Repairers (49-2021.00) — confidence:medium
reasoning: Both roles show strong Realistic orientation (R:6.48) with mechanical and technical work emphasis
data: High Realistic RIASEC scores
data: Technical equipment focus
data: Physical work requirements
[transferable_skill] Electricians (47-2111.00) — confidence:medium
reasoning: Complex problem solving (imp:3.1) and equipment maintenance (imp:3.0) skills transfer between electrical trades
data: Problem-solving and troubleshooting abilities
data: Manual dexterity requirements
data: Safety protocols
[skill_overlap] Audiovisual Equipment Installers and Repairers (49-2097.00) — confidence:medium
reasoning: Shared speaking (imp:3.1) and customer service skills for installation work at customer premises
data: Customer interaction requirements
data: Installation and testing procedures
data: Technical troubleshooting
[career_pathway] Security and Fire Alarm Systems Installers (49-2098.00) — confidence:low
reasoning: Similar job zone 2 preparation with transferable installation and wiring skills
data: Comparable education requirements
data: Installation skill overlap
data: Customer service components
--- NORMALIZER SIGNALS ---
match_keywords : ['telecommunications', 'line installer', 'cable installer', 'fiber optic', 'telecom technician', 'lineman', 'cable splicer', 'broadband installer']
exclude_keywords : ['equipment repair', 'indoor installation', 'computer repair', 'network administrator', 'software']
title_patterns : ['*Line*Installer', '*Cable*Installer', '*Telecom*', '*Lineman', '*Broadband*']
common_variations: ['Telecom Line Installer', 'Cable Line Installer', 'Fiber Optic Installer', 'Telecommunications Lineman', 'Broadband Technician', 'Cable Technician', 'Line Maintenance Worker', 'Outside Plant Technician']
total_terms : 40 top_words : ['equipment', 'tendency', 'others', 'telecommunications', 'malaysia', 'services', 'cables', 'telephone', 'broadband', 'principles', 'mobile', 'poles', 'line', 'objects', 'test', 'communications', 'control', 'includes', 'trenches', 'tools'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── equipment 59 0.01662 onet_dimensions onet_dimensions:39% dwas:32% onet_tasks:15% tendency 42 0.01183 onet_dimensions onet_dimensions:100% others 38 0.01070 onet_dimensions onet_dimensions:100% telecommunications 24 0.00676 inference inference:50% wikipedia:38% onet_dimensions:8% malaysia 22 0.00620 wikipedia wikipedia:100% services 20 0.00563 wikipedia wikipedia:60% onet_dimensions:30% dwas:10% cables 18 0.00507 inference inference:39% onet_tasks:22% dwas:22% telephone 18 0.00507 wikipedia wikipedia:89% onet_dimensions:11% broadband 18 0.00507 wikipedia wikipedia:100% principles 16 0.00451 onet_dimensions onet_dimensions:100% mobile 14 0.00394 wikipedia wikipedia:100% poles 13 0.00366 onet_tasks onet_tasks:54% inference:38% wikipedia:8% line 13 0.00366 wikipedia wikipedia:62% inference:31% onet_tasks:8% objects 13 0.00366 onet_dimensions onet_dimensions:92% dwas:8% test 12 0.00338 inference inference:42% onet_tasks:33% dwas:17% communications 12 0.00338 wikipedia wikipedia:58% dwas:25% onet_tasks:8% control 12 0.00338 onet_dimensions onet_dimensions:100% includes 12 0.00338 onet_dimensions onet_dimensions:100% trenches 11 0.00310 onet_tasks onet_tasks:45% inference:36% dwas:18% tools 11 0.00310 onet_dimensions onet_dimensions:45% inference:27% onet_tasks:18% cable 11 0.00310 wikipedia wikipedia:55% onet_tasks:45% hand 11 0.00310 onet_dimensions onet_dimensions:64% onet_tasks:27% inference:9% materials 11 0.00310 onet_dimensions onet_dimensions:91% dwas:9% ideas 11 0.00310 onet_dimensions onet_dimensions:100% infrastructure 11 0.00310 wikipedia wikipedia:55% inference:45% digital 10 0.00282 wikipedia wikipedia:90% onet_tasks:10% problems 10 0.00282 onet_dimensions onet_dimensions:90% dwas:10% performance 10 0.00282 onet_dimensions onet_dimensions:70% dwas:20% inference:10% techniques 10 0.00282 onet_dimensions onet_dimensions:100% body 10 0.00282 onet_dimensions onet_dimensions:100% activities 10 0.00282 onet_dimensions onet_dimensions:90% inference:10% million 10 0.00282 wikipedia wikipedia:100% service 9 0.00253 onet_tasks onet_tasks:33% wikipedia:33% onet_dimensions:22% repair 9 0.00253 dwas dwas:33% inference:33% onet_dimensions:22% installation 9 0.00253 inference inference:33% onet_tasks:22% dwas:22% problem 9 0.00253 onet_dimensions onet_dimensions:78% inference:22% procedures 9 0.00253 onet_dimensions onet_dimensions:89% inference:11% standards 9 0.00253 onet_dimensions onet_dimensions:89% wikipedia:11% management 9 0.00253 onet_dimensions onet_dimensions:78% wikipedia:11% inference:11% resources 9 0.00253 onet_dimensions onet_dimensions:100%