The Hardware / IOP Testing-related teams in the Taipei office generally operate at a very relaxed pace, with a low workload and none of the intense release pressure faced by R&D.

Basically, the work consists of following established IOP test cases and procedures: clicking through the test environment, connecting cables, collecting logs, conducting routine triage, and assigning issues to R&D for resolution. As long as you follow the SOP, serious problems rarely occur, making this position very suitable for people looking for a low-stress job or an easygoing role until retirement.

1. Very low technical content, reduced to a forwarding function:

Daily work mainly involves manually running standard IOP tests, collecting logs, and assigning tasks. There is little depth in low-level architecture improvement or automation development. When encountering unexpected bugs, engineers can only mindlessly forward them to R&D, making it easy for their technical abilities to stagnate severely.

2. Highly repetitive work, easily replaced by AI and automation:

Daily tasks such as “log analysis and issue triage” follow an extremely standardized pattern. The industry has already widely adopted AI agents and automated analysis tools for preliminary debugging and classification. Continued overreliance on manual clicking and task assignment results in clearly low per-person output efficiency (ROI).

3. Highly outsourceable, creating a significant risk of organizational downsizing:

The work lacks a technical moat and can essentially be outsourced 100% to vendors / OSATs or supported by offshore teams. In an environment focused on becoming lean and transforming through AI, this kind of highly repetitive staffing is especially likely to become a priority target for organizational consolidation or headcount reduction.