As a data scientist it is very frustrating to see a consistent lack of error bars on these numbers or any discussion about the magnitude of uncertainty around them by all news reports every time these numbers get released
If honest, the error bars would be so large as to make drawing conclusions from these numbers seem pointless. Certainly, both jobs growth and jobs loss are within the CI. What's actually being tracked by people using this data is the delta from previous years -- which, conditioning on the same collection methodology etc -- is more reliable. The actionable piece of info is sign(delta)
> the error bars would be so large as to make drawing conclusions from these numbers seem pointless
That is often the case, and being truly data based requires acknowledging that. We can then act based on other data, or admit that we're falling back to intuition and abandoning data based decision making for now.