तकनीकी सहायता इंजीनियर
कंप्यूटर और गणितAI 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
0.469
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.47
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 23% 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 % |
|---|---|---|
Answer user inquiries regarding computer software or hardware operation to resolve problems.15-1232 | 1.980092.5 | 0.260047.3 |
Prepare evaluations of software or hardware, and recommend improvements or upgrades.15-1232 | 0.07003.3 | 0.080014.5 |
Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.15-1232 | 0.06002.8 | 0.04007.3 |
Oversee the daily performance of computer systems.15-1232 | 0.01000.5 | 0.090016.4 |
Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.15-1232 | 0.01000.5 | 0.01001.8 |
Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.15-1232 | 0.01000.5 | 0.01001.8 |
Enter commands and observe system functioning to verify correct operations and detect errors.15-1232 | 0.00000.0 | 0.060010.9 |
Modify and customize commercial programs for internal needs.15-1232 | 0.00000.0 | 0.00000.0 |
Confer with staff, users, and management to establish requirements for new systems or modifications.15-1232 | 0.00000.0 | —0 |
Inspect equipment and read order sheets to prepare for delivery to users. | —0 | 0.00000.0 |
| Not observed on any surface — 6 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. | ||
Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software. | —0 | —0 |
Develop training materials and procedures, or train users in the proper use of hardware or software. | —0 | —0 |
Refer major hardware or software problems or defective products to vendors or technicians for service. | —0 | —0 |
Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software. | —0 | —0 |
Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis. | —0 | —0 |
Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software. | —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 |
|---|---|
Enter commands and observe system functioning to verify correct operations and detect errors.O*NET Task ID 1283 | 1.0 |
Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.O*NET Task ID 1287 | 1.0 |
Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.O*NET Task ID 1288 | 1.0 |
Refer major hardware or software problems or defective products to vendors or technicians for service.O*NET Task ID 1291 | 1.0 |
Prepare evaluations of software or hardware, and recommend improvements or upgrades.O*NET Task ID 1292 | 1.0 |
Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.O*NET Task ID 1293 | 1.0 |
Modify and customize commercial programs for internal needs.O*NET Task ID 1296 | 1.0 |
Answer user inquiries regarding computer software or hardware operation to resolve problems.O*NET Task ID 1282 | 0.5 |
Oversee the daily performance of computer systems.O*NET Task ID 1285 | 0.5 |
Confer with staff, users, and management to establish requirements for new systems or modifications.O*NET Task ID 1289 | 0.5 |
Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.O*NET Task ID 1284 | 0.0 |
Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.O*NET Task ID 1286 | 0.0 |
Inspect equipment and read order sheets to prepare for delivery to users.O*NET Task ID 1295 | 0.0 |
Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software.O*NET Task ID 15204 | 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