स्वास्थ्य सूचना प्रौद्योगिकीविद
स्वास्थ्य सेवाAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
बहुत उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्चव्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
- डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.276
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.49
0.09यहाँ दिए गए मानों की सीमा0.70व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 21% इस मान के बराबर या उससे अधिक हैं।
यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है
BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।
Task-level exposure
केवल एक्सपोज़र वाले कार्य| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Troubleshoot program and system malfunctions to restore normal functioning.15-1211 | 0.930049.2 | 1.050077.2 |
Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.15-1211 | 0.710037.6 | 0.06004.4 |
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.15-1211 | 0.06003.2 | 0.04002.9 |
Expand or modify system to serve new purposes or improve work flow.15-1211 | 0.05002.6 | 0.09006.6 |
Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.15-1211 | 0.04002.1 | 0.03002.2 |
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.15-1211 | 0.03001.6 | 0.04002.9 |
Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.15-1211 | 0.03001.6 | 0.01000.7 |
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.15-1211 | 0.03001.6 | 0.00000.0 |
Assess the usefulness of pre-developed application packages and adapt them to a user environment.15-1211 | 0.01000.5 | 0.01000.7 |
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.15-1211 | 0.00000.0 | 0.01000.7 |
Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.15-1211 | 0.00000.0 | 0.00000.0 |
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.15-1211 | 0.00000.0 | 0.00000.0 |
Analyze and interpret patient, nursing, or information systems data to improve nursing services.15-1211 | 0.00000.0 | 0.00000.0 |
Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.15-1211 | 0.00000.0 | —0 |
Train staff and users to work with computer systems and programs.15-1211 | 0.00000.0 | —0 |
Recommend new equipment or software packages.15-1211 | 0.00000.0 | —0 |
Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.15-1211 | 0.00000.0 | —0 |
Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.15-1211 | 0.00000.0 | —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. | ||
Consult with management to ensure agreement on system principles. | —0 | —0 |
Determine computer software or hardware needed to set up or alter systems. | —0 | —0 |
Specify inputs accessed by the system and plan the distribution and use of the results. | —0 | —0 |
Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed. | —0 | —0 |
Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects. | —0 | —0 |
Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation. | —0 | —0 |
Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public. | —0 | —0 |
Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques. | —0 | —0 |
Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management. | —0 | —0 |
Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research. | —0 | —0 |
Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists. | —0 | —0 |
Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information. | —0 | —0 |
Design, conduct, or provide support to nursing informatics research. | —0 | —0 |
Develop or deliver training programs for health information technology, creating operating manuals as needed. | —0 | —0 |
Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research. | —0 | —0 |
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics. | —0 | —0 |
Provide consultation to nurses regarding hardware or software configuration. | —0 | —0 |
Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics. | —0 | —0 |
Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes. | —0 | —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 |
|---|---|
Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.O*NET Task ID 18088 | 0.5 |
Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.O*NET Task ID 18089 | 0.5 |
Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.O*NET Task ID 18090 | 0.5 |
Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.O*NET Task ID 18092 | 0.5 |
Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.O*NET Task ID 18093 | 0.5 |
Analyze and interpret patient, nursing, or information systems data to improve nursing services.O*NET Task ID 18094 | 0.5 |
Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.O*NET Task ID 18095 | 0.5 |
Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.O*NET Task ID 18096 | 0.5 |
Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.O*NET Task ID 18097 | 0.5 |
Design, conduct, or provide support to nursing informatics research.O*NET Task ID 18098 | 0.5 |
Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.O*NET Task ID 18091 | 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
व्यावसायिक जानकारी
इस व्यवसाय से जुड़े हालिया बदलाव
अप्रैल 2026: SF बे टियर 1 में 2026 तक ATE 0.36 — मध्यम जोखिम सीमा पार करने वाली शुरुआती 84 नौकरियों में से एक। 16 O*NET टास्क में से 2 P2 नियामक दंड (निदान कोडिंग) ट्रिगर करते हैं, फिर भी वर्कफ़्लो कवरेज औसतन 0.96।
[स्रोत: arXiv 2604.00186 (Gupta & Kumar, 2026)]मार्च 2026: हेल्थ IT AI विश्लेषण। 63% एक्सपोजर, 51% जोखिम, 17% वृद्धि।
[स्रोत: ACW Blog]