Reporting tool — not an official determination. This tool reflects DOE rulemaking data and modeled estimates. The public file is grouped at the institution × credential × 4-digit CIP level; the proposed rule would operate at the 6-digit CIP level. Institutions assign CIP codes to their own programs, so similar-looking majors may be classified differently across colleges. Use as a reporting lead, not a regulatory finding.
States › Pennsylvania › Carnegie Mellon University

Carnegie Mellon University

Pittsburgh, PA · Pittsburgh, PA · private nonprofit
1
DOE-modeled fails
36
Pass DOE model
123
Insufficient data
160
Total program groupings
Based on DOE's public rulemaking file, this institution has 1 broad program grouping with a DOE-modeled fail designation out of 160 total. The public file is grouped at the 4-digit CIP level — treat as a directional signal, not a regulatory determination.

Risk breakdown by broad field

Risk breakdown by credential level

All 160 DOE-modeled fail 1 Passes DOE model 36 Insufficient data 123

Visual & Performing Arts

1 fail 14 total
Film/Video and Photographic Arts.
CIP 5006 · Bachelor
Insufficient public data
Fine and Studio Arts.
CIP 5007 · Bachelor
Passes DOE model
Median earnings (yr 4): $53,726 · Benchmark: $34,808
Drama/Theatre Arts and Stagecraft.
CIP 5005 · Bachelor
Passes DOE model
Median earnings (yr 4): $40,073 · Benchmark: $34,808
Design and Applied Arts.
CIP 5004 · Bachelor
Passes DOE model
Median earnings (yr 4): $138,588 · Benchmark: $34,808
Music.
CIP 5009 · Bachelor
Insufficient public data
Arts Entertainment and Media Management.
CIP 5010 · Bachelor
Insufficient public data
Design and Applied Arts.
CIP 5004 · Doctoral
Insufficient public data
Music.
CIP 5009 · Graduate Certificate
Insufficient public data
Music.
CIP 5009 · Master's
DOE-modeled fail
Median earnings (yr 4): $39,953 · Benchmark: $48,304
Arts Entertainment and Media Management.
CIP 5010 · Master's
Passes DOE model
Median earnings (yr 4): $59,727 · Benchmark: $48,304
Drama/Theatre Arts and Stagecraft.
CIP 5005 · Master's
Passes DOE model
Median earnings (yr 4): $52,930 · Benchmark: $48,304
Fine and Studio Arts.
CIP 5007 · Master's
Insufficient public data
Visual and Performing Arts General.
CIP 5001 · Master's
Insufficient public data
Music.
CIP 5009 · Post-Bacc Certificate
Insufficient public data

Agriculture & Natural Resources

1 total
Natural Resources Conservation and Research.
CIP 0301 · Bachelor
Insufficient public data

Architecture & Design

4 total
Architectural Sciences and Technology.
CIP 0409 · Bachelor
Insufficient public data
Architecture.
CIP 0402 · Bachelor
Passes DOE model
Median earnings (yr 4): $73,439 · Benchmark: $34,808
Architecture.
CIP 0402 · Doctoral
Insufficient public data
Architectural Sciences and Technology.
CIP 0409 · Master's
Insufficient public data

Area, Ethnic & Cultural Studies

1 total
Area Studies.
CIP 0501 · Bachelor ⚠ classification-sensitive
Insufficient public data

Biological & Life Sciences

10 total
Biomathematics Bioinformatics and Computational Biology.
CIP 2611 · Bachelor
Insufficient public data
Biology General.
CIP 2601 · Bachelor
Insufficient public data
Biochemistry Biophysics and Molecular Biology.
CIP 2602 · Bachelor
Insufficient public data
Neurobiology and Neurosciences.
CIP 2615 · Bachelor
Insufficient public data
Biology General.
CIP 2601 · Doctoral
Insufficient public data
Neurobiology and Neurosciences.
CIP 2615 · Doctoral
Insufficient public data
Biochemistry Biophysics and Molecular Biology.
CIP 2602 · Doctoral
Insufficient public data
Biomathematics Bioinformatics and Computational Biology.
CIP 2611 · Doctoral
Insufficient public data
Biotechnology.
CIP 2612 · Master's
Insufficient public data
Biomathematics Bioinformatics and Computational Biology.
CIP 2611 · Master's
Insufficient public data

Business & Management

6 total
Business Administration Management and Operations.
CIP 5202 · Bachelor
Passes DOE model
Median earnings (yr 4): $160,783 · Benchmark: $34,808
Management Sciences and Quantitative Methods.
CIP 5213 · Doctoral
Insufficient public data
Management Information Systems and Services.
CIP 5212 · Graduate Certificate
Insufficient public data
Business Administration Management and Operations.
CIP 5202 · Graduate Certificate
Insufficient public data
Management Information Systems and Services.
CIP 5212 · Master's
Insufficient public data
Management Sciences and Quantitative Methods.
CIP 5213 · Master's
Insufficient public data

Computer & Information Sciences

10 total
Computer and Information Sciences and Support Services Other.
CIP 1199 · Bachelor
Insufficient public data
Computer and Information Sciences General.
CIP 1101 · Bachelor
Passes DOE model
Median earnings (yr 4): $187,437 · Benchmark: $34,808
Computer Science.
CIP 1107 · Bachelor
Passes DOE model
Median earnings (yr 4): $268,121 · Benchmark: $34,808
Computer Science.
CIP 1107 · Doctoral
Insufficient public data
Computer and Information Sciences General.
CIP 1101 · Doctoral
Insufficient public data
Computer/Information Technology Administration and Management.
CIP 1110 · Master's
Passes DOE model
Median earnings (yr 4): $146,578 · Benchmark: $60,112
Computer Science.
CIP 1107 · Master's
Insufficient public data
Computer Systems Networking and Telecommunications.
CIP 1109 · Master's
Insufficient public data
Computer and Information Sciences General.
CIP 1101 · Master's
Passes DOE model
Median earnings (yr 4): $193,154 · Benchmark: $60,112
Computer Software and Media Applications.
CIP 1108 · Master's
Passes DOE model
Median earnings (yr 4): $113,586 · Benchmark: $60,112

Engineering

35 total
Engineering Other.
CIP 1499 · Bachelor
Insufficient public data
Mechatronics Robotics and Automation Engineering.
CIP 1442 · Bachelor
Insufficient public data
Electrical Electronics and Communications Engineering.
CIP 1410 · Bachelor
Passes DOE model
Median earnings (yr 4): $250,168 · Benchmark: $34,808
Engineering General.
CIP 1401 · Bachelor
Passes DOE model
Median earnings (yr 4): $110,208 · Benchmark: $34,808
Mechanical Engineering.
CIP 1419 · Bachelor
Passes DOE model
Median earnings (yr 4): $105,623 · Benchmark: $34,808
Chemical Engineering.
CIP 1407 · Bachelor
Passes DOE model
Median earnings (yr 4): $110,378 · Benchmark: $34,808
Environmental/Environmental Health Engineering.
CIP 1414 · Bachelor
Insufficient public data
Biomedical/Medical Engineering.
CIP 1405 · Bachelor
Passes DOE model
Median earnings (yr 4): $109,648 · Benchmark: $34,808
Civil Engineering.
CIP 1408 · Bachelor
Passes DOE model
Median earnings (yr 4): $105,199 · Benchmark: $34,808
Engineering General.
CIP 1401 · Doctoral
Insufficient public data
Mechatronics Robotics and Automation Engineering.
CIP 1442 · Doctoral
Insufficient public data
Mechanical Engineering.
CIP 1419 · Doctoral
Insufficient public data
Computer Engineering.
CIP 1409 · Doctoral
Insufficient public data
Environmental/Environmental Health Engineering.
CIP 1414 · Doctoral
Insufficient public data
Chemical Engineering.
CIP 1407 · Doctoral
Insufficient public data
Biomedical/Medical Engineering.
CIP 1405 · Doctoral
Insufficient public data
Engineering Mechanics.
CIP 1411 · Doctoral
Insufficient public data
Civil Engineering.
CIP 1408 · Doctoral
Insufficient public data
Engineering Other.
CIP 1499 · Doctoral
Insufficient public data
Electrical Electronics and Communications Engineering.
CIP 1410 · Doctoral
Insufficient public data
Biomedical/Medical Engineering.
CIP 1405 · Graduate Certificate
Insufficient public data
Mechanical Engineering.
CIP 1419 · Graduate Certificate
Insufficient public data
Civil Engineering.
CIP 1408 · Graduate Certificate
Insufficient public data
Mechanical Engineering.
CIP 1419 · Master's
Passes DOE model
Median earnings (yr 4): $127,603 · Benchmark: $60,112
Civil Engineering.
CIP 1408 · Master's
Insufficient public data
Biological/Biosystems Engineering.
CIP 1445 · Master's
Insufficient public data
Engineering Mechanics.
CIP 1411 · Master's
Insufficient public data
Engineering Science.
CIP 1413 · Master's
Insufficient public data
Mechatronics Robotics and Automation Engineering.
CIP 1442 · Master's
Passes DOE model
Median earnings (yr 4): $221,170 · Benchmark: $60,112
Electrical Electronics and Communications Engineering.
CIP 1410 · Master's
Passes DOE model
Median earnings (yr 4): $209,847 · Benchmark: $60,112
Computer Engineering.
CIP 1409 · Master's
Insufficient public data
Chemical Engineering.
CIP 1407 · Master's
Insufficient public data
Biomedical/Medical Engineering.
CIP 1405 · Master's
Insufficient public data
Engineering General.
CIP 1401 · Master's
Insufficient public data
Engineering Other.
CIP 1499 · Master's
Insufficient public data

Engineering Technologies

9 total
Electromechanical Technologies/Technicians.
CIP 1504 · Bachelor
Insufficient public data
Engineering-Related Fields.
CIP 1515 · Bachelor
Insufficient public data
Engineering Technologies/Technicians General.
CIP 1500 · Bachelor
Insufficient public data
Engineering-Related Fields.
CIP 1515 · Doctoral
Insufficient public data
Drafting/Design Engineering Technologies/Technicians.
CIP 1513 · Doctoral
Insufficient public data
Engineering-Related Fields.
CIP 1515 · Graduate Certificate
Insufficient public data
Engineering-Related Fields.
CIP 1515 · Master's
Passes DOE model
Median earnings (yr 4): $126,105 · Benchmark: $60,112
Engineering Technologies/Technicians General.
CIP 1500 · Master's
Insufficient public data
Drafting/Design Engineering Technologies/Technicians.
CIP 1513 · Master's
Insufficient public data

English & Literature

6 total
English Language and Literature General.
CIP 2301 · Bachelor ⚠ classification-sensitive
Insufficient public data
Rhetoric and Composition/Writing Studies.
CIP 2313 · Bachelor ⚠ classification-sensitive
Passes DOE model
Median earnings (yr 4): $71,205 · Benchmark: $34,808
Rhetoric and Composition/Writing Studies.
CIP 2313 · Doctoral ⚠ classification-sensitive
Insufficient public data
English Language and Literature/Letters Other.
CIP 2399 · Doctoral ⚠ classification-sensitive
Insufficient public data
English Language and Literature/Letters Other.
CIP 2399 · Master's ⚠ classification-sensitive
Insufficient public data
Rhetoric and Composition/Writing Studies.
CIP 2313 · Master's ⚠ classification-sensitive
Passes DOE model
Median earnings (yr 4): $78,716 · Benchmark: $49,483

Foreign Languages & Linguistics

10 total
Romance Languages Literatures and Linguistics.
CIP 1609 · Bachelor ⚠ classification-sensitive
Insufficient public data
Slavic Baltic and Albanian Languages Literatures and Linguistics.
CIP 1604 · Bachelor ⚠ classification-sensitive
Insufficient public data
Foreign Languages Literatures and Linguistics Other.
CIP 1699 · Bachelor ⚠ classification-sensitive
Insufficient public data
Germanic Languages Literatures and Linguistics.
CIP 1605 · Bachelor ⚠ classification-sensitive
Insufficient public data
Linguistic Comparative and Related Language Studies and Services.
CIP 1601 · Bachelor ⚠ classification-sensitive
Insufficient public data
East Asian Languages Literatures and Linguistics.
CIP 1603 · Bachelor ⚠ classification-sensitive
Insufficient public data
Foreign Languages Literatures and Linguistics Other.
CIP 1699 · Doctoral ⚠ classification-sensitive
Insufficient public data
Linguistic Comparative and Related Language Studies and Services.
CIP 1601 · Doctoral ⚠ classification-sensitive
Insufficient public data
Linguistic Comparative and Related Language Studies and Services.
CIP 1601 · Master's ⚠ classification-sensitive
Insufficient public data
Foreign Languages Literatures and Linguistics Other.
CIP 1699 · Master's ⚠ classification-sensitive
Insufficient public data

Health Professions & Clinical Sciences

2 total
Health Professions and Related Clinical Sciences Other.
CIP 5199 · Bachelor
Insufficient public data
Health and Medical Administrative Services.
CIP 5107 · Master's
Passes DOE model
Median earnings (yr 4): $150,366 · Benchmark: $60,112

History

2 total
History.
CIP 5401 · Bachelor
Insufficient public data
History.
CIP 5401 · Doctoral
Insufficient public data

Interdisciplinary Studies

17 total
Systems Science and Theory.
CIP 3006 · Bachelor ⚠ classification-sensitive
Passes DOE model
Median earnings (yr 4): $146,929 · Benchmark: $34,808
Data Analytics.
CIP 3071 · Bachelor ⚠ classification-sensitive
Insufficient public data
Cognitive Science.
CIP 3025 · Bachelor ⚠ classification-sensitive
Passes DOE model
Median earnings (yr 4): $162,106 · Benchmark: $34,808
Science Technology and Society.
CIP 3015 · Bachelor ⚠ classification-sensitive
Insufficient public data
Linguistics and Computer Science.
CIP 3048 · Bachelor ⚠ classification-sensitive
Insufficient public data
International/Globalization Studies.
CIP 3020 · Bachelor ⚠ classification-sensitive
Insufficient public data
Biopsychology.
CIP 3010 · Bachelor ⚠ classification-sensitive
Insufficient public data
Data Analytics.
CIP 3071 · Doctoral ⚠ classification-sensitive
Insufficient public data
Behavioral Sciences.
CIP 3017 · Doctoral ⚠ classification-sensitive
Insufficient public data
Systems Science and Theory.
CIP 3006 · Doctoral ⚠ classification-sensitive
Insufficient public data
Data Science.
CIP 3070 · Graduate Certificate ⚠ classification-sensitive
Insufficient public data
Computational Science.
CIP 3030 · Graduate Certificate ⚠ classification-sensitive
Insufficient public data
Computational Science.
CIP 3030 · Master's ⚠ classification-sensitive
Insufficient public data
Human Computer Interaction.
CIP 3031 · Master's ⚠ classification-sensitive
Insufficient public data
Data Science.
CIP 3070 · Master's ⚠ classification-sensitive
Insufficient public data
Sustainability Studies.
CIP 3033 · Master's ⚠ classification-sensitive
Insufficient public data
Data Analytics.
CIP 3071 · Master's ⚠ classification-sensitive
Insufficient public data

Liberal Arts & Humanities

1 total
Liberal Arts and Sciences General Studies and Humanities.
CIP 2401 · Bachelor ⚠ classification-sensitive
Passes DOE model
Median earnings (yr 4): $62,027 · Benchmark: $34,808

Mathematics & Statistics

9 total
Applied Mathematics.
CIP 2703 · Bachelor
Insufficient public data
Statistics.
CIP 2705 · Bachelor
Passes DOE model
Median earnings (yr 4): $156,743 · Benchmark: $34,808
Mathematics and Statistics Other.
CIP 2799 · Bachelor
Passes DOE model
Median earnings (yr 4): $145,741 · Benchmark: $34,808
Mathematics.
CIP 2701 · Bachelor
Insufficient public data
Mathematics.
CIP 2701 · Doctoral
Insufficient public data
Statistics.
CIP 2705 · Doctoral
Insufficient public data
Applied Mathematics.
CIP 2703 · Doctoral
Insufficient public data
Applied Mathematics.
CIP 2703 · Master's
Insufficient public data
Statistics.
CIP 2705 · Master's
Passes DOE model
Median earnings (yr 4): $132,407 · Benchmark: $60,112

Philosophy & Religious Studies

2 total
Philosophy.
CIP 3801 · Bachelor ⚠ classification-sensitive
Insufficient public data
Philosophy.
CIP 3801 · Doctoral ⚠ classification-sensitive
Insufficient public data

Physical Sciences

9 total
Astronomy and Astrophysics.
CIP 4002 · Bachelor
Insufficient public data
Physics.
CIP 4008 · Bachelor
Insufficient public data
Materials Sciences.
CIP 4010 · Bachelor
Passes DOE model
Median earnings (yr 4): $119,715 · Benchmark: $34,808
Physical Sciences General.
CIP 4001 · Bachelor
Insufficient public data
Chemistry.
CIP 4005 · Bachelor
Insufficient public data
Chemistry.
CIP 4005 · Doctoral
Insufficient public data
Physics.
CIP 4008 · Doctoral
Insufficient public data
Materials Sciences.
CIP 4010 · Doctoral
Insufficient public data
Materials Sciences.
CIP 4010 · Master's
Insufficient public data

Psychology

3 total
Psychology General.
CIP 4201 · Bachelor
Passes DOE model
Median earnings (yr 4): $82,433 · Benchmark: $34,808
Psychology General.
CIP 4201 · Doctoral
Insufficient public data
Research and Experimental Psychology.
CIP 4227 · Doctoral
Insufficient public data

Public Administration & Social Work

4 total
Public Policy Analysis.
CIP 4405 · Bachelor
Insufficient public data
Public Policy Analysis.
CIP 4405 · Doctoral
Insufficient public data
Public Policy Analysis.
CIP 4405 · Master's
Passes DOE model
Median earnings (yr 4): $103,268 · Benchmark: $46,158
Public Administration.
CIP 4404 · Master's
Passes DOE model
Median earnings (yr 4): $84,419 · Benchmark: $46,158

Social Sciences

5 total
Economics.
CIP 4506 · Bachelor
Passes DOE model
Median earnings (yr 4): $144,886 · Benchmark: $34,808
Political Science and Government.
CIP 4510 · Bachelor
Insufficient public data
International Relations and National Security Studies.
CIP 4509 · Bachelor
Insufficient public data
Economics.
CIP 4506 · Doctoral
Insufficient public data
International Relations and National Security Studies.
CIP 4509 · Master's
Insufficient public data