What College Career Outcomes Data Actually Means (And How to Use It Before May 1)

Your senior has admission offers in hand. May 1 is 30 days away. Most of the conversation right now is about campus culture, financial aid, and gut feelings. Those things matter. But there is one more data point most families skip entirely.

College career outcomes data tells you what actually happened to students who graduated from each school. Employment rates, median salaries, graduate school enrollment, which employers hired graduates. It is the closest thing to a return-on-investment calculation available, and it is mostly free.

Where to Find Career Outcomes Data

Three sources cover most of what you need. Start with the College Scorecard at collegescorecard.ed.gov. This is a federal database that shows median earnings for graduates 10 years after enrollment, broken down by school and by field of study. It is searchable, free, and far more useful than most people know.

Second, look at each school’s official outcomes page. Most universities publish career outcomes reports from their career centers or institutional research offices. Search for the school name plus career outcomes 2025 and look for their most recent graduate survey results. Employment rate, median starting salary, and top employers are typically included.

Third, LinkedIn data. Search for the school on LinkedIn and look at the alumni tab. You can see where graduates work, what roles they hold, and what industries they end up in. This is particularly useful for understanding actual employer relationships and whether the school’s claimed connections are real.

What Median Salary Data Means and Does Not Mean

Median earnings for graduates vary enormously by field of study. A school with high median earnings for engineering graduates does not necessarily produce well-paid humanities graduates. Always look at outcomes for your student’s intended major area, not just the overall school average.

The College Scorecard now allows field-of-study filtering. Use it. A pre-med student should not be comparing overall salary medians. They should be looking at what percentage of biology graduates from each school end up in health professional programs, and what their paths look like from there.

Employer Relationships and Recruiting Pipelines

Some schools have deep recruitment relationships with specific industries or employers. UC San Diego has a strong pipeline into San Diego biotech. Cal Poly SLO has strong relationships with California tech and engineering firms. UC Berkeley has legendary employer relationships in finance, tech, and consulting.

These pipelines are real and they matter. A student who wants to work in a specific industry is better off at a school with active recruiting relationships in that industry, even if that school ranks lower overall than an alternative.

Look for career fair data, on-campus recruiting information, and whether the school has dedicated recruiters or alumni networks in your student’s intended field.

Graduate School Placement Rates

For students considering graduate school, law school, or medical school, look at placement rates specifically. Some undergraduate programs have strong records of feeding into top graduate programs. Others have weaker pipelines.

Pre-law students should look at where each school’s graduates attend law school and what bar passage rates look like for those institutions. Pre-med students should look at medical school acceptance rates for applicants from each undergraduate campus. These numbers are not always easy to find, but asking the career center directly often gets a useful answer.

How to Use This Data in the Final Decision

Do not use career outcomes data as the only filter. It is one lens among several.

But if your student is deciding between two schools that are otherwise comparable and one has meaningfully stronger career outcomes in their intended field, that is relevant. If one school shows strong salary data but it turns out the numbers are driven by a few high-earning majors that are not your student’s path, discount that accordingly.

The best use of this data is to pressure-test the assumptions already in the decision. If you are assuming a school will set your student up for a specific career, find out if the data actually supports that assumption.

For the broader financial comparison between schools, read UC vs CSU: Which Should Your Student Apply To? and How Many Colleges Should Your Student Apply To?

Frequently Asked Questions

Where can I find college career outcomes data for free?

The College Scorecard at collegescorecard.ed.gov is the best free source. It shows median earnings by school and by field of study. Each university’s career center outcomes report and LinkedIn alumni data are also useful free resources.

What is a good median salary for college graduates?

The national median starting salary for recent college graduates is around $55,000 to $60,000. Salaries vary enormously by major and industry. Always compare outcomes for your student’s specific intended field, not overall school averages.

How do I find out which employers recruit at a specific college?

Check the school’s career center website for career fair information and on-campus recruiting partners. LinkedIn alumni data for the school shows where graduates actually end up working, which often reveals the real employer pipeline.

Should career outcomes be the deciding factor in choosing a college?

Career outcomes should be one data point among several. Fit, financial aid, academic quality, and culture all matter. But checking outcomes data before May 1 is valuable because it pressure-tests assumptions families make about what a degree from each school leads to.

Can my student negotiate a better career outcome from a lower-ranked school?

Yes. Student agency, networking, internship experience, and major selection matter enormously. A motivated student at a school with modest name recognition can outperform a passive student at a prestigious one. Career outcomes data sets a baseline, not a ceiling.