Clema Explorer

Pick a job. See what to study.

Every U.S. occupation, matched to the degree programs that actually feed it and the schools that graduate the most people into it. Wages and outlook from BLS, graduates from IPEDS, ready to cite in your reports.

5,994
institutions
401
programs
648
occupations
New York

516 occupations in New York

Ordered by jobs in New York. Pay is the state median; graduates are IPEDS completions at in-state schools.

Management Occupations
11-1021

General and Operations Managers

150 schools train for it here

Median pay
$131k
Jobs here
207k
Grads / yr
24k
View career
Healthcare Practitioners and Technical Occupations
29-1141

Registered Nurses

112 schools train for it here

Median pay
$109k
Jobs here
206k
Grads / yr
16k
View career
Office and Administrative Support Occupations
43-9061

Office Clerks, General

1 school trains for it herelimited

Median pay
$46k
Jobs here
134k
Grads / yr
18
View career
Office and Administrative Support Occupations
43-6014

Secretaries and Administrative Assistants

14 schools train for it here

Median pay
$50k
Jobs here
122k
Grads / yr
114
View career
Installation, Maintenance, and Repair Occupations
49-9071

Maintenance and Repair Workers, General

2 schools train for it herelimited

Median pay
$58k
Jobs here
120k
Grads / yr
19
View career
Computer and Mathematical Occupations
15-1252

Software Developers

118 schools train for it here

Median pay
$166k
Jobs here
114k
Grads / yr
15k
View career
Business and Financial Operations Occupations
13-2011

Accountants and Auditors

80 schools train for it here

Median pay
$103k
Jobs here
110k
Grads / yr
4.5k
View career
Educational Instruction and Library Occupations
25-2021

Elementary School Teachers

80 schools train for it here

Median pay
$86k
Jobs here
101k
Grads / yr
5.5k
View career
Legal Occupations
23-1011

Lawyers

16 schools train for it here

Median pay
$208k
Jobs here
92k
Grads / yr
5.5k
View career
Office and Administrative Support Occupations
43-6011

Executive Secretaries and Executive Administrative Assistants

14 schools train for it here

Median pay
$81k
Jobs here
89k
Grads / yr
114
View career
Healthcare Support Occupations
31-1131

Nursing Assistants

5 schools train for it here

Median pay
$49k
Jobs here
88k
Grads / yr
1.7k
View career
Office and Administrative Support Occupations
43-3031

Bookkeeping, Accounting, and Auditing Clerks

42 schools train for it here

Median pay
$58k
Jobs here
84k
Grads / yr
917
View career
Office and Administrative Support Occupations
43-1011

First-Line Supervisors of Office and Administrative Support Workers

19 schools train for it here

Median pay
$79k
Jobs here
83k
Grads / yr
346
View career
Management Occupations
11-3031

Financial Managers

60 schools train for it here

Median pay
$220k
Jobs here
81k
Grads / yr
2.8k
View career
Sales and Related Occupations
41-3091

Sales Representatives of Services

3 schools train for it heremoderate

Median pay
$92k
Jobs here
81k
Grads / yr
26
View career
Business and Financial Operations Occupations
13-1161

Market Research Analysts and Marketing Specialists

74 schools train for it here

Median pay
$99k
Jobs here
81k
Grads / yr
2.9k
View career
Food Preparation and Serving Related Occupations
35-2014

Cooks, Restaurant

21 schools train for it here

Median pay
$44k
Jobs here
72k
Grads / yr
1.4k
View career
Educational Instruction and Library Occupations
25-2031

Secondary School Teachers

138 schools train for it here

Median pay
$97k
Jobs here
71k
Grads / yr
29k
View career
Business and Financial Operations Occupations
13-1111

Management Analysts

147 schools train for it here

Median pay
$112k
Jobs here
69k
Grads / yr
21k
View career
Business and Financial Operations Occupations
13-1082

Project Management Specialists

140 schools train for it here

Median pay
$121k
Jobs here
68k
Grads / yr
17k
View career
Food Preparation and Serving Related Occupations
35-1012

First-Line Supervisors of Food Preparation and Serving Workers

25 schools train for it here

Median pay
$47k
Jobs here
66k
Grads / yr
1.5k
View career
Sales and Related Occupations
41-4012

Sales Representatives, Wholesale and Manufacturing

19 schools train for it here

Median pay
$80k
Jobs here
62k
Grads / yr
2.5k
View career
Office and Administrative Support Occupations
43-6013

Medical Secretaries and Administrative Assistants

20 schools train for it here

Median pay
$48k
Jobs here
58k
Grads / yr
887
View career
Sales and Related Occupations
41-3031

Securities, Commodities, and Financial Services Sales Agents

6 schools train for it here

Median pay
$168k
Jobs here
56k
Grads / yr
121
View career
Largest degree pipeline

Jobs the most graduates are trained for

Graduates per year, divided across every occupation a major feeds, so the comparison across careers is fair.

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Or jump straight to a group, an education level, or a state

Frequently asked questions

What does each occupation page show?+

Each occupation page lists the college programs that lead to that job, ranked by how many people graduate from them each year, the schools that graduate the most, what the job pays nationally and by state, and its ten-year job outlook. Figures come from IPEDS, the Bureau of Labor Statistics, the College Scorecard, and O*NET.

How are programs ranked on an occupation page?+

By graduates per year, from IPEDS completions. No federal dataset publishes enrollment by program, so degrees awarded per year is the closest available measure of how many people a program actually puts into a career. It is not the same as students currently enrolled.

What is the difference between the wage figures and the graduate earnings figures?+

The wage figures are BLS Occupational Employment and Wage Statistics: what people already working in the occupation earn. The graduate earnings column in the programs table is College Scorecard field-of-study data: what people who finished that specific program earn one year after graduating. They measure different populations and are labelled separately on every page.

How do you decide which majors lead to which jobs?+

From the official NCES CIP 2020 to SOC 2018 crosswalk, the federal mapping between instructional programs and occupations. Every occupation page lists the full crosswalk, including the majors that reported no graduates, so you can see exactly what was counted.

Can I compare an occupation across states?+

Yes. Every one of the 648 occupations has a state-by-state view covering all 50 states and the District of Columbia, with in-state pay, job counts, job concentration, and the schools in that state that train for it.

Is the occupation data free to access?+

Yes. Every occupation page on Clema, including wages and the programs that lead to it, is free to view and needs no account.

Data: BLS OEWS May 2025 · IPEDS Fall 2025–26 provisional · College Scorecard (June 2026 release) · Census PSEO 2019–21 cohorts. Rankings use IPEDS completions, i.e. degrees awarded per year. Wages are what people already working in the occupation earn. All sources & release dates →

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