UC Berkeley computer scientist James O’Brien said students with 4.0 in-major GPAs had contacted him worried that they had no job offers. That is an account of students who reached out to one professor—not evidence that Berkeley computer-science graduates as a group cannot find work. The report gives no number of students, placement rate, or information about what happened to them later.
What the Berkeley professor reported
Futurism reported on September 28, 2024, that O’Brien had described students concerned about their job prospects in a LinkedIn post. As quoted by Futurism, O’Brien said that Berkeley computer-science graduates had previously received multiple appealing offers, then added: “However, outstanding students, like those with a 4.0 in-major GPA, are now contacting me worried because they have zero offers.” Futurism’s report
The qualification “in-major” matters: it describes a GPA in the student’s major, not necessarily a 4.0 cumulative GPA. O’Brien’s account concerns students who contacted him and their worry about having no offers at that point. It does not establish how many students were affected or whether they later found jobs.
Does this mean Berkeley computer-science graduates cannot get jobs?
No. The account is a warning about a difficult job search for some high-achieving students, not a representative measure of Berkeley graduates’ employment outcomes. It does not say that every student with a 4.0 in-major GPA was unemployed, nor does it establish an unemployment rate for Berkeley computer-science graduates.
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O’Brien later clarified, “I want to clarify that this issue is not specific to Berkeley.” He also said that experienced programmers laid off from jobs could be competing for openings. Those are his observations and interpretation; the clarification does not quantify the competition or establish what caused the students’ difficulties. O’Brien’s LinkedIn clarification
What current software-job projections do—and do not—show
The U.S. Bureau of Labor Statistics (BLS) projects continued growth in software-related occupations nationally. Its current Occupational Outlook Handbook projects 10% employment growth for software developers, quality assurance analysts, and testers from 2025 to 2035, with about 106,100 openings per year on average for the combined group. BLS says many openings are expected as workers transfer to other occupations or leave the labor force. These are national projections, not a count of entry-level jobs or a forecast of offers to a particular graduating class. BLS Occupational Outlook Handbook
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A separate BLS Monthly Labor Review article, published in 2026 and based on the 2024–34 projection vintage, projects 15.8% growth and 267,700 additional software developer jobs over that decade. The figures use a different forecast period and occupational measure from the 2025–35 Occupational Outlook Handbook projections; they should not be combined into one forecast. Neither series measures new-graduate job attainment. BLS Monthly Labor Review
| Evidence | What it measures | What it cannot establish |
|---|---|---|
| O’Brien’s 2024 account | Students with 4.0 in-major GPAs who contacted him worried about having no offers, as reported by Futurism. | The number of students affected, Berkeley’s graduate placement rate, or their eventual employment outcomes. |
| BLS Occupational Outlook Handbook, 2025–35 | Projected U.S. employment growth and average annual openings across software developers, QA analysts, and testers. | How many openings will be entry-level or how many offers a graduating class will receive. |
| BLS Monthly Labor Review, 2024–34 | A separate projection vintage for software developer employment growth and additional jobs. | Berkeley placements or outcomes for new graduates. |
| NACE 2026 spring update | Employer respondents’ views of college graduates’ workforce preparedness broadly. | Berkeley computer-science placements or software employers’ views alone. |
What employers say about graduate readiness
The National Association of Colleges and Employers’ 2026 Job Outlook spring update reports responses from 153 employers. Of those respondents, 71.2% rated college graduates somewhat well prepared for the workforce and 21.6% rated them very well prepared. This is broad employer opinion about graduates, not a survey limited to computer-science hiring or Berkeley outcomes. NACE 2026 Job Outlook spring update
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Does a 4.0 GPA guarantee a software engineering job?
No. A strong GPA can demonstrate academic performance, but it is not a job offer or a guarantee of employment. O’Brien’s reported example illustrates that distinction; it does not show that grades are irrelevant, or identify what caused the students’ lack of offers. The available account provides no basis for assigning the difficulty to AI, any one hiring practice, or a single economic factor. O’Brien speculated about AI’s potential effects, but the cited material does not establish that AI caused the reported situation.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How to read claims about the computer-science job market
Before using a headline or forecast to make decisions about a degree, job search, or finances, check what population and outcome the number actually covers. A personal account, employer-readiness survey, and national occupational forecast answer different questions.
- Population: Are the claims about Berkeley students, college graduates generally, or software workers at all career stages?
- Outcome: Does the figure describe zero offers, employment, projected openings, or an employer’s assessment of readiness?
- Time and place: Is it a 2024 account, a national forecast for a future decade, or a survey of employers? Do not treat a national projection as a promise about one region or graduating class.
- Method: Is the statement a professor’s personal observation, an employer survey, or a BLS projection? Each has different limits.
The reported concern is real as an account of what students told O’Brien. The available sources do not establish that Berkeley computer-science graduates broadly cannot get jobs, and the BLS growth forecasts do not prove that entry-level searches are easy. O’Brien’s suggestion that the trend may be irreversible is an opinion, not a conclusion demonstrated by these employment projections.
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