Earnings season is the roughly 4–6 week period each quarter when most publicly listed companies report their quarterly financial results.
Since companies are required by the SEC to file quarterly reports within 45 days of their quarter ending, they tend to cluster around the same dates. This creates a concentrated period of earnings announcements — hence the term "season."
Think of it like exam results day, but for thousands of companies simultaneously.