মান নিশ্চয়তা ব্যবস্থাপক
ব্যবস্থাপনাAI এক্সপোজার
- ডেটার উৎস: BLSপ্রকাশকাল: 2026-08
উচ্চ· আপেক্ষিক
কমচারটি আপেক্ষিক স্তরঅত্যন্ত উচ্চপেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
চারটি আপেক্ষিক স্তর (কম / মাঝারি / উচ্চ / অত্যন্ত উচ্চ)
BLS কর্মসংস্থান পূর্বাভাস সারণির 831টি বিস্তারিত পেশার ভিত্তিতে। মান NEM (ন্যাশনাল এমপ্লয়মেন্ট ম্যাট্রিক্স) কোড অনুযায়ী দেওয়া হয়, তাই একই NEM কোডের পেশাগুলি একই ব্যান্ড পায়
- ডেটার উৎস: Anthropicপ্রকাশকাল: 2026-03
0.013
0.000এখানে থাকা মানগুলোর পরিসর0.745স্কেল, ভিত্তি ও উৎস
- ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.38
0.09এখানে থাকা মানগুলোর পরিসর0.70পেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
জেনারেটিভ AI এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
ISCO-08 ইউনিট গ্রুপ — একই কোডের সব পেশা এই মানই পায়
এটি এই সাইটের হিসাব, ILO-এর প্রকাশিত সংখ্যা নয়: এই সাইট ILO ডেটাসেটের সঙ্গে যুক্ত করা ১,০১২টি পেশার মধ্যে 48% এই মানের সমান বা তার বেশি।
এই উৎস কী ধরনের মান প্রকাশ করে
BLS-এর শ্রেণিবিভাগ একটি আপেক্ষিক র্যাঙ্ক, পরম মাত্রা নয়, এবং এটি সরাসরি পরিমাপও নয়: এটি কয়েকটি প্রকাশিত গবেষণায় পাওয়া পেশার পার্সেন্টাইল র্যাঙ্কগুলিকে চারটি স্তরে ভাগ করে। এটি কর্মসংস্থান বা মজুরির পূর্বাভাস নয়, গ্রহণের সম্ভাবনাও নয়, এবং এটি স্বয়ংক্রিয়তা ও সম্প্রসারণের মধ্যে পার্থক্য করে না।
Task-level exposure
শুধু এক্সপোজার থাকা কাজ| Task | Claude.aiRaw / share % |
|---|---|
Evaluate power production or demand trends to identify opportunities for improved operations.11-3051 | 0.010049.7 |
Identify opportunities to improve plant electrical equipment, controls, or process control methodologies.11-3051 | 0.005025.1 |
Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.11-3051 | 0.00178.7 |
Develop or implement policy evaluation procedures for hydroelectric generation activities.11-3051 | 0.00178.7 |
Develop or implement projects to improve efficiency, economy, or effectiveness of hydroelectric plant operations.11-3051 | 0.00157.7 |
| Not observed on any surface — 90 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations. | —0 |
Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints. | —0 |
Review operations and confer with technical or administrative staff to resolve production or processing problems. | —0 |
Hire, train, evaluate, or discharge staff or resolve personnel grievances. | —0 |
Initiate or coordinate inventory or cost control programs. | —0 |
Prepare and maintain production reports or personnel records. | —0 |
Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality. | —0 |
Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports, to detect production problems. | —0 |
Review plans and confer with research or support staff to develop new products or processes. | —0 |
Institute employee suggestion or involvement programs. | —0 |
Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines. | —0 |
Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies. | —0 |
Negotiate materials prices with suppliers. | —0 |
Stop production if serious product defects are present. | —0 |
Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control. | —0 |
Generate and maintain quality control operating budgets. | —0 |
Evaluate new testing and sampling methodologies or technologies to determine usefulness. | —0 |
Coordinate the selection and implementation of quality control equipment such as inspection gauges. | —0 |
Collect and analyze production samples to evaluate quality. | —0 |
Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards. | —0 |
Review quality documentation necessary for regulatory submissions and inspections. | —0 |
Review and update standard operating procedures or quality assurance manuals. | —0 |
Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends. | —0 |
Participate in the development of product specifications. | —0 |
Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies. | —0 |
Identify quality problems or areas for improvement and recommend solutions. | —0 |
Instruct staff in quality control and analytical procedures. | —0 |
Identify critical points in the manufacturing process and specify sampling procedures to be used at these points. | —0 |
Document testing procedures, methodologies, or criteria. | —0 |
Direct the tracking of defects, test results, or other regularly reported quality control data. | —0 |
Create and implement inspection and testing criteria or procedures. | —0 |
Communicate quality control information to all relevant organizational departments, outside vendors, or contractors. | —0 |
Analyze quality control test results and provide feedback and interpretation to production management or staff. | —0 |
Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities. | —0 |
Monitor performance of quality control systems to ensure effectiveness and efficiency. | —0 |
Direct product testing activities throughout production cycles. | —0 |
Review and approve quality plans submitted by contractors. | —0 |
Audit and inspect subcontractor facilities including external laboratories. | —0 |
Monitor development of new products to help identify possible problems for mass production. | —0 |
Confer with marketing and sales departments to define client requirements and expectations. | —0 |
Conduct well field site assessments. | —0 |
Select and implement corrosion control or mitigation systems for geothermal plants. | —0 |
Communicate geothermal plant conditions to employees. | —0 |
Record, review or maintain daily logs, reports, maintenance, and other records associated with geothermal operations. | —0 |
Perform or direct the performance of preventative maintenance on geothermal plant equipment. | —0 |
Monitor geothermal operations, using programmable logic controllers. | —0 |
Identify and evaluate equipment, procedural, or conditional inefficiencies involving geothermal plant systems. | —0 |
Develop operating plans and schedules for geothermal operations. | —0 |
Develop or manage budgets for geothermal operations. | —0 |
Supervise employees in geothermal power plants or well fields. | —0 |
Oversee geothermal plant operations, maintenance, and repairs to ensure compliance with applicable standards or regulations. | —0 |
Inspect geothermal plant or injection well fields to verify proper equipment operations. | —0 |
Troubleshoot and make minor repairs to geothermal plant instrumentation or electrical systems. | —0 |
Prepare environmental permit applications or compliance reports. | —0 |
Obtain permits for constructing, upgrading, or operating geothermal power plants. | —0 |
Negotiate interconnection agreements with other utilities. | —0 |
Manage parts and supply inventories for biomass plants. | —0 |
Monitor and operate communications systems, such as mobile radios. | —0 |
Supervise operations or maintenance employees in the production of power from biomass such as wood, coal, paper sludge, or other waste or refuse. | —0 |
Review logs, datasheets, or reports to ensure adequate production levels and safe production environments or to identify abnormalities with power production equipment or processes. | —0 |
Review biomass operations performance specifications to ensure compliance with regulatory requirements. | —0 |
Prepare reports on biomass plant operations, status, maintenance, and other information. | —0 |
Prepare and manage biomass plant budgets. | —0 |
Plan and schedule plant activities such as wood, waste, or refuse fuel deliveries, ash removal, and regular maintenance. | —0 |
Inspect biomass gasification processes, equipment, and facilities for ways to maximize capacity and minimize operating costs. | —0 |
Supervise biomass plant or substation operations, maintenance, repair, or testing activities. | —0 |
Monitor the operating status of biomass plants by observing control system parameters, distributed control systems, switchboard gauges, dials, or other indicators. | —0 |
Conduct field inspections of biomass plants, stations, or substations to ensure normal and safe operating conditions. | —0 |
Test, maintain, or repair electrical power distribution machinery or equipment, using hand tools, power tools, and testing devices. | —0 |
Compile and record operational data on forms or in log books. | —0 |
Adjust equipment controls to generate specified amounts of electrical power. | —0 |
Shut down and restart biomass power plants or equipment in emergency situations or for equipment maintenance, repairs, or replacements. | —0 |
Operate controls to start, stop, or regulate biomass-fueled generators, generator units, boilers, engines, or auxiliary systems. | —0 |
Provide technical direction in the erection or commissioning of hydroelectric equipment or supporting electrical or mechanical systems. | —0 |
Supervise hydropower plant equipment installations, upgrades, or maintenance. | —0 |
Respond to problems related to ratepayers, water users, power users, government agencies, educational institutions, or other private or public power resource interests. | —0 |
Plan or manage hydroelectric plant upgrades. | —0 |
Plan or coordinate hydroelectric production operations to meet customer requirements. | —0 |
Perform or direct preventive or corrective containment or cleanup to protect the environment. | —0 |
Operate energized high- or low-voltage hydroelectric power transmission system substations, according to procedures and safety requirements. | —0 |
Negotiate power generation contracts with other public or private utilities. | —0 |
Maintain records of hydroelectric facility operations, maintenance, or repairs. | —0 |
Monitor or inspect hydroelectric equipment, such as hydro-turbines, generators, or control systems. | —0 |
Inspect hydroelectric facilities, including switchyards, control houses, or relay houses, for normal operation or adherence to safety standards. | —0 |
Identify and communicate power system emergencies. | —0 |
Develop or review budgets, annual plans, power contracts, power rates, standing operating procedures, power reviews, or engineering studies. | —0 |
Create or enforce hydrostation voltage schedules. | —0 |
Check hydroelectric operations for compliance with prescribed operating limits, such as loads, voltages, temperatures, lines, or equipment. | —0 |
Supervise or monitor hydroelectric facility operations to ensure that generation or mechanical equipment conform to applicable regulations or standards. | —0 |
Direct operations, maintenance, or repair of hydroelectric power facilities. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Review and update standard operating procedures or quality assurance manuals.O*NET Task ID 15415 | 1.0 |
Document testing procedures, methodologies, or criteria.O*NET Task ID 15423 | 1.0 |
Review and approve quality plans submitted by contractors.O*NET Task ID 15406 | 0.5 |
Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control.O*NET Task ID 15407 | 0.5 |
Generate and maintain quality control operating budgets.O*NET Task ID 15408 | 0.5 |
Evaluate new testing and sampling methodologies or technologies to determine usefulness.O*NET Task ID 15409 | 0.5 |
Coordinate the selection and implementation of quality control equipment, such as inspection gauges.O*NET Task ID 15410 | 0.5 |
Collect and analyze production samples to evaluate quality.O*NET Task ID 15411 | 0.5 |
Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards.O*NET Task ID 15413 | 0.5 |
Review quality documentation necessary for regulatory submissions and inspections.O*NET Task ID 15414 | 0.5 |
Stop production if serious product defects are present.O*NET Task ID 15405 | 0.0 |
Audit and inspect subcontractor facilities including external laboratories.O*NET Task ID 15412 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
পেশাগত তথ্য
এই পেশা সংক্রান্ত সাম্প্রতিক পরিবর্তন
মার্চ ২০২৬: New blog post analyzing AI impact on quality assurance management careers with 55% exposure and 41% automation risk.
[সূত্র: AI Changing Work Blog]