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You are reading as:I have a jobI am studyingI run a companyI am building something
On this pageIn the official classificationOfficial list vs our pathsSkills these careers shareSources and rules
Majors›Information systems›Ontology

Information systems — where the official list says it leads

The U.S. Department of Education keeps an official table of which degree programmes lead to which occupations. Here it sits next to the paths this site writes for the same degree — where they agree, and where they do not. A degree still gets no score.

In the official classification#

CIP 52.1201 · U.S. Dept. of Education

Management Information Systems, General

Fit with this page: closest programme, not the same

CIP 11.0401 · U.S. Dept. of Education

Information Science/Studies

Fit with this page: closest programme, not the same

Official list vs our paths#

Both

—

Only in the official list

Data engineerMachine learning engineerAI researcherJunior software developerExperienced software engineerBackend developerProduct / UX designer

Only in our paths

Business systems ownerIT support specialist / helpdeskDevOps / platform / SRE engineerAI implementation lead

The official table matches programmes to occupations by curriculum; our paths follow where graduates actually go, including jobs the table predates. Neither column is the right one — the difference is the information.

The official list also names (no page here yet): Computer and Information Systems Managers · Computer Programmers · Computer Science Teachers, Postsecondary · Computer Occupations, All Other

Skills these careers share#

Computed, not rated: for each occupation our paths lead to, take O*NET's top eight transferable skills, and count how many of those occupations each skill appears in. computed

  • Complex Problem Solvingin 3 of 3 occupations
  • Troubleshootingin 3 of 3 occupations
  • Judgment and Decision Makingin 3 of 3 occupations
  • Systems Analysisin 3 of 3 occupations
  • Social Perceptivenessin 2 of 3 occupations
  • Programmingin 2 of 3 occupations
  • Operations Monitoringin 2 of 3 occupations
  • Systems Evaluationin 2 of 3 occupations

Sources and rules#

  • A degree has no score on this site, and this page does not give it one: the lists are names and links, and the only number is a count of shared skills.
  • NCES CIP 2020 to SOC 2018 Crosswalk.
  • O*NET 31.0 Database, August 2026 release, U.S. Department of Labor/Employment and Training Administration, CC BY 4.0. O*NET® is a trademark of USDOL/ETA. The translations of O*NET descriptors on this page are ours, not O*NET's.
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