I think the usual path at the start is depicted accurately. Companies try to avoid investing in many people so labour with a given skill/experience is often scarse resource. In my industry, experienced people are approached with a new opportunity (many from well-known firms in the field) each week by headhunters without even asking for it. So when you get the message that work is needed in AI, the natural reaction is “just tell me where I should apply” and the answer usually is the 80k job board or similar. There is a gap there.
So I really like the Visualising your journey figures, I think these help a lot to set appropriate expectations. (I personally spent 5-15h/w on my transition in the last two years and still waiting for the first offer which meets the bar I’ve set for myself.)
So far, I mostly felt the lack of context limiting in the early days when I was actually trying to gain more context. The reason I think was similar (opportunities like 80k advising and EAGx also exected significant context). This makes sense, but I think there’s room for improvement by being more transparent saying things like “we expect this opportunity to be most useful for (and hence prioritizing) people with basic knowledge about EA e.g. after doing the intro course” Note that I think my background (hardware) puts me in the nieche bucket so context not coming up as a limiting factor in job applications aligns with the text.
I think the usual path at the start is depicted accurately. Companies try to avoid investing in many people so labour with a given skill/experience is often scarse resource. In my industry, experienced people are approached with a new opportunity (many from well-known firms in the field) each week by headhunters without even asking for it. So when you get the message that work is needed in AI, the natural reaction is “just tell me where I should apply” and the answer usually is the 80k job board or similar. There is a gap there.
So I really like the Visualising your journey figures, I think these help a lot to set appropriate expectations. (I personally spent 5-15h/w on my transition in the last two years and still waiting for the first offer which meets the bar I’ve set for myself.)
So far, I mostly felt the lack of context limiting in the early days when I was actually trying to gain more context. The reason I think was similar (opportunities like 80k advising and EAGx also exected significant context). This makes sense, but I think there’s room for improvement by being more transparent saying things like “we expect this opportunity to be most useful for (and hence prioritizing) people with basic knowledge about EA e.g. after doing the intro course” Note that I think my background (hardware) puts me in the nieche bucket so context not coming up as a limiting factor in job applications aligns with the text.
Strongly agree, once you “have your foot in the door” its much easier to get additional context as you know where to look for it.
Thanks for sharing your experience!