China Gaokao 2026 Major Recommender — Score + Subject + Interest + AI-era Outlook, 150+ Undergrad Majors

Real-world use cases

• Match a 580-point Hubei (3+1+2) physics-chem-bio student to AI-resilient majors

  A 2026 Hubei first-tier physics-chem-bio student scoring 580 wants a major that is (a) reachable at strong 211 schools, (b) employable out of undergrad, (c) not high on the AI-replacement list. Feed in score 580, Hubei (3+1+2), 物化生, interests STEM + medicine. The recommender returns biomedical engineering at Huazhong Univ. of S&T and Wuhan Univ., clinical medicine 5-year track at Wuhan Univ. and 华中科大同济医学院, and integrated-circuit design at Wuhan Univ., all with green AI-resilience tags and 95%+ employment rates. Skip the ¥6000 consultant fee.

• Help a 510-point liberal-arts student avoid the over-supplied majors

  A 2026 510-point history-politics-geography combo student is being pushed by family toward 工商管理 or 法学 because "the name sounds good". Plug those numbers in with interests humanities + business. The tool flags 工商管理 and 公共事业管理 as red (oversupplied, flat salary), surfaces 汉语言文学 (师范) and 应用心理学 at the 双一流 second-tier her score can reach, and shows 数字媒体艺术 and 网络与新媒体 as green-tag alternatives that match the same interest profile. The cards back up the recommendation with 2024 starting salary, employment rate, and a master's-pipeline number so the family conversation moves from name-recognition to data.

• Use the 3+1+2 subject filter to rescue a science student who skipped chemistry

  A physics-bio-politics student panicking because 化学 was not in her combo and "everyone says no chemistry = no good major". Pick 物生政 in the subject filter — the recommender shows that biology, pharmacy (pharmacy-management track), preventive medicine, ecology, marine sciences, geography information science, and digital media tech are all unlocked, with several green-tag entries. Reassures the student that the subject combo cost real options (clinical medicine, dentistry, integrated circuits all need 化学) but did not eliminate the field.

• Get parents and student on the same page in one share link

  The student runs the tool, picks score-province-subject-interests, gets a shortlist, copies the URL, and sends it to the family group chat. Parents in another city open the same link, see the same ranked majors with the same data cards, and the dinner-time argument moves from "law sounds prestigious" to "let's look at the employment-rate column together". The URL has no PII; it's just numbers and tags.

Common pitfalls

• Treating the recommender output as a guaranteed admission list. The recommendations are reachable in principle for your score band; the actual cutoff line for each major at each school is set in June and varies year to year — always cross-check the school's 招生章程 and the previous three years' minimum admission lines before submitting.

• Ticking "服从调剂" without checking whether the school groups the major into a 大类 you would hate. 服从调剂 saves you from being kicked from the school but can land you in a major you have no interest in. The avoidance checklist inside this tool walks through which schools use 大类招生 and which split majors into independent admission codes.

• Filtering only on AI-replacement green tags and ignoring score-fit. A green-tag major at a school 30 points above your score is a 0% admission. Score-fit is a hard filter; AI-resilience is a soft preference. The ranking algorithm enforces this order — green-but-out-of-reach majors are dropped, not floated.

• Believing the 2024 hot/cold tag will still apply in 2030. The catalogue updates yearly because the labor market rotates fast — 土木 was a top-3 hot major in 2010 and a 警示专业 in 2024; AI was off the radar in 2014 and the hottest track in 2024. Use the tag as one input, not as the future.

• Picking a major because the school's overall ranking is high, ignoring that the specific major may be ranked 30+ at that school. The two-to-three 985/211 schools recommended per major card are picked by that major's program strength, not by the school's overall 排名. Read the card, not the school logo.

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