Employees are subject to intense competition for employment, while big companies face much less competition [1]. This means that, all other things being equal, big companies are less unaccountable than their employees. While this dynamic certainly doesn't guarantee abuses of power on behalf of big companies I think it makes sense to be inherently suspicious of their actions.
[1] https://en.wikipedia.org/wiki/Monopsony