After October 23, testing-role autumn recruitment enters the supplementary hiring period: information gaps determine opportunities

After October 23, autumn recruitment for testing roles enters the supplementary hiring batch. Headcount released by first-round offer breaches and positions that major tech companies did not fill circulate only within small circles of HR and business lines, and are no longer publicly promoted. Supplementary positions are more often hidden under differentiated titles such as "test development," "quality efficiency," and "AI testing." Resume screening has shifted to keyword search, with terms such as automation, Pytest, API testing, CI/CD, Agent, and RAG more likely to hit. Interviews have also shifted from testing fundamentals to testing candidates' experience with pitfalls encountered in projects.