Tech companies use the CCAT to evaluate problem-solving speed and pattern recognition in engineering candidates. Prepare for the cognitive test that gates your next software role.
Avg. Salary Range
$110,000–$200,000
CCAT Job Openings
4,500+ monthly
Top Industry
Software / SaaS
Software engineering is one of the most common roles that requires a CCAT score, particularly at companies backed by Vista Equity Partners and remote-first organizations like Crossover. The CCAT tests three cognitive dimensions that directly map to software engineering competencies: spatial reasoning (system architecture, debugging visual patterns), math and logic (algorithmic thinking, complexity analysis), and verbal reasoning (parsing documentation, communicating technical concepts). For software engineers, the CCAT is not testing your coding ability — it is testing the cognitive foundation that makes great engineers: the speed at which you can recognize patterns, process new information, and solve unfamiliar problems. Companies that use the CCAT for engineering roles typically set thresholds between 75th and 90th percentile, reflecting the high cognitive demands of the profession. Unlike coding interviews, you cannot study specific algorithms for the CCAT — but you can train your brain to work faster under time pressure.
| Company | Industry | Typical Threshold |
|---|---|---|
| Crossover | Remote Tech Platform | 70th+ percentile |
| Vista Equity Portfolio | Enterprise Software | 75–85th percentile |
| Stripe | Fintech / Payments | 80–90th percentile |
| GitLab | DevOps / SaaS | 75–85th percentile |
| Toptal | Freelance Engineering | 75th+ percentile |
| LogicMonitor | IT Monitoring / SaaS | 70–80th percentile |
| PowerSchool | EdTech | 70–75th percentile |
Thresholds are approximate and may vary by role, department, and time of year. Data compiled from public job postings, Glassdoor reviews, and candidate reports.
As a software engineer, you have a natural advantage on the CCAT's spatial reasoning and logic sections — the pattern recognition skills you use daily when reading code, debugging systems, and designing architectures directly transfer to these question types. Where engineers sometimes struggle is the verbal reasoning section, particularly antonyms and analogies that test vocabulary breadth rather than technical precision. The time pressure is the real challenge: at roughly 18 seconds per question, you cannot afford to get stuck on any single problem. Engineers who are used to spending 30+ minutes on a single coding problem need to recalibrate their approach — on the CCAT, a quick educated guess and moving on is always better than burning time trying to solve a difficult question perfectly.
Your biggest edge is spatial reasoning — lean into it. For the verbal section, spend a few hours reviewing common GRE-level vocabulary (antonyms and analogies draw from this pool). For math, practice mental arithmetic speed — you will not have a calculator. The single most impactful thing you can do is take timed practice tests to build comfort with the 18-second-per-question pace. Engineers who practice under time pressure consistently score 10–15 percentile points higher than those who only study question types.
Take a free 25-question sample exam that simulates the real CCAT experience. 15-minute timer, instant scoring, and detailed explanations.
Top remote-first companies use the CCAT to screen candidates worldwide. Score high and unlock remote opportunities at Crossover, GitLab, Toptal, and more.
Silicon Valley fintech and tech companies use the CCAT to evaluate problem-solving speed. Prepare for roles at Stripe, Coinbase, Robinhood, and more.