কম্পিউটার ভিশন ইঞ্জিনিয়ার

কম্পিউটার ও গণিত

আমরা এই পেশার ডেটা সংযোগ যাচাই করছি, তাই কিছু সংখ্যা সাময়িকভাবে দেখানো হচ্ছে না।

AI এক্সপোজার

ডেটার উৎস: BLSপ্রকাশকাল: 2026-08
অত্যন্ত উচ্চ· আপেক্ষিক
কমচারটি আপেক্ষিক স্তরঅত্যন্ত উচ্চ
পেশা-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
উৎস ডেটাসেট (XLSX ফাইল ডাউনলোড)
ডেটার উৎস: Anthropicপ্রকাশকাল: 2026-03
0.461
0.000এখানে থাকা মানগুলোর পরিসর0.745
স্কেল, ভিত্তি ও উৎস
পর্যবেক্ষিত এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
O*NET টাস্কে ম্যাপ করা
উৎস ডেটাসেট

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 %	APIRaw / share %
Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software. 15-2051	0.360026.7	0.06003.7
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders. 15-2051	0.180013.3	0.330020.1
Maintain or update business intelligence tools, databases, dashboards, systems, or methods. 15-2051	0.150011.1	0.230014.0
Write new functions or applications in programming languages to conduct analyses. 15-2051	0.12008.9	0.10006.1
Prepare data analysis listings and activity, performance, or progress reports. 15-2051	0.07005.2	0.14008.5
Synthesize current business intelligence or trend data to support recommendations for action. 15-2051	0.06004.4	0.15009.1
Prepare appropriate formatting to data sets as requested. 15-2051	0.06004.4	0.15009.1
Provide technical support for existing reports, dashboards, or other tools. 15-2051	0.05003.7	0.02001.2
Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency. 15-2051	0.04003.0	0.01000.6
Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques. 15-2051	0.04003.0	0.00000.0
Analyze, manipulate, or process large sets of data using statistical software. 15-2051	0.03002.2	0.12007.3
Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis. 15-2051	0.02001.5	0.06003.7
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources. 15-2051	0.02001.5	0.03001.8
Analyze competitive market strategies through analysis of related product, market, or share trends. 15-2051	0.02001.5	0.02001.2
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs. 15-2051	0.02001.5	0.00000.0
Clean and manipulate raw data using statistical software. 15-2051	0.02001.5	—0
Identify or monitor current and potential customers, using business intelligence tools. 15-2051	0.01000.7	0.06003.7
Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems. 15-2051	0.01000.7	0.05003.0
Create or review technical design documentation to ensure the accurate development of reporting solutions. 15-2051	0.01000.7	0.02001.2
Identify relationships and trends or any factors that could affect the results of research. 15-2051	0.01000.7	0.02001.2
Identify and analyze industry or geographic trends with business strategy implications. 15-2051	0.01000.7	0.01000.6
Analyze clinical data using appropriate statistical tools. 15-2051	0.01000.7	0.01000.6
Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest. 15-2051	0.01000.7	0.01000.6
Write work instruction manuals, data capture guidelines, or standard operating procedures. 15-2051	0.01000.7	0.00000.0
Recommend data-driven solutions to key stakeholders. 15-2051	0.01000.7	0.00000.0
Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data. 15-2051	0.00000.0	0.01000.6
Compare models using statistical performance metrics, such as loss functions or proportion of explained variance. 15-2051	0.00000.0	0.00000.0
Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users. 15-2051	0.00000.0	0.00000.0
Maintain library of model documents, templates, or other reusable knowledge assets. 15-2051	0.00000.0	—0
Train staff on technical procedures or software program usage. 15-2051	0.00000.0	—0
Monitor work productivity or quality to ensure compliance with standard operating procedures.	—0	0.02001.2
Process clinical data, including receipt, entry, verification, or filing of information.	—0	0.01000.6
আরও 18টি কাজ দেখুন ▾কম দেখুন ▴
Disseminate information regarding tools, reports, or metadata enhancements.	—0	0.00000.0
Develop technical specifications for data management programming and communicate needs to information technology staff.	—0	0.00000.0
Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.	—0	0.00000.0
Not observed on any surface — 19 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.
Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.	—0	—0
Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.	—0	—0
Design surveys, opinion polls, or other instruments to collect data.	—0	—0
Identify business problems or management objectives that can be addressed through data analysis.	—0	—0
Read scientific articles, conference papers, or other sources of research to identify emerging analytic trends and technologies.	—0	—0
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.	—0	—0
Manage timely flow of business intelligence information to users.	—0	—0
Document specifications for business intelligence or information technology reports, dashboards, or other outputs.	—0	—0
Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.	—0	—0
Analyze technology trends to identify markets for future product development or to improve sales of existing products.	—0	—0
Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.	—0	—0
Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.	—0	—0
Track the flow of work forms, including in-house data flow or electronic forms transfer.	—0	—0
Supervise the work of data management project staff.	—0	—0
Design and validate clinical databases, including designing or testing logic checks.	—0	—0
Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.	—0	—0
Design forms for receiving, processing, or tracking data.	—0	—0
Provide support and information to functional areas such as marketing, clinical monitoring, and medical affairs.	—0	—0
Develop or select specific software programs for various research scenarios.	—0	—0

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

AI এক্সপোজার

Task-level exposure

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