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US Job Market Visualizer

karpathy.ai

231–240 of 388 posts

Re: US Job Market Visualizer

#232

It's wild that there are as many jobs in the category "Top Executives" as in the category "Retail Sales Worker". This makes sense given both automation and the US's role in the global economy, but it runs somewhat contrary to standard ideas of class and inequality.

I took one glance at the chart and decided the results were impossible because of that. Apparently "top executive" median pay is $105,350 per year: https://www.bls.gov/ooh/management/top-executives.htm

Sounds plausible? Even a company with 100 employees and few growth prospects is likely to have a couple of executives, and most companies are small.

Re: US Job Market Visualizer

#233

Earlier quoted context omitted.

> Hand-washing dishes also, from what I understand, uses more energy and water than the dishwasher does. Correct, more energy, detergent, and water. Dishwashers are more efficient than what you can do by hand because they effectively manage their water usage. A modern dishwasher will use 3 to 4 gallons on a run. By comparison, my kitchen sink holds about 10 gallons of water on each side. When I wash by hand, I'll fil…

> A modern dishwasher will use 3 to 4 gallons on a run. By comparison, my kitchen sink holds about 10 gallons of water on each side. When I wash by hand, I'll fill one side with soapy water and rinse each dish individually. Easily more than 10 gallons of water get used in the whole process. I'm pro-dishwasher, but you could use much less water handwashing. If I don't have a dishwasher, my normal method is to stopper…

Time how long you run the sink while washing and rinsing. If you run it for more than 1.5 to 2 minutes, you've used more water than the dishwasher would have.

Re: US Job Market Visualizer

#237

It's wild that there are as many jobs in the category "Top Executives" as in the category "Retail Sales Worker". This makes sense given both automation and the US's role in the global economy, but it runs somewhat contrary to standard ideas of class and inequality.

I took one glance at the chart and decided the results were impossible because of that. Apparently "top executive" median pay is $105,350 per year: https://www.bls.gov/ooh/management/top-executives.htm

Remember that exec tech salaries are extreme outliers. I worked for an exec in manufacturing. He had full p&l responsibility for a business segment with ~150 employees, $27 million in revenue at 40% gross margins, and a production plant. His total comp was ~$300k.

Now just think of the comp levels in sectors like government, education, etc.

Re: US Job Market Visualizer

#238

Earlier quoted context omitted.

> A modern dishwasher will use 3 to 4 gallons on a run. By comparison, my kitchen sink holds about 10 gallons of water on each side. When I wash by hand, I'll fill one side with soapy water and rinse each dish individually. Easily more than 10 gallons of water get used in the whole process. I'm pro-dishwasher, but you could use much less water handwashing. If I don't have a dishwasher, my normal method is to stopper…

Time how long you run the sink while washing and rinsing. If you run it for more than 1.5 to 2 minutes, you've used more water than the dishwasher would have.

I'm collecting all the water in the sink, I can measure the volume directly. 10 cm of water in my sink in about 13 litres. My dishwasher is specced for 16.5 - 29.7 litres on the "Energy Saver" cycle that I normally use.

(The "normal" cycle is specced for 11.0-27.7 litres but uses more electricity, which is more expensive than water.)

Re: US Job Market Visualizer

#239
post #135

Earlier quoted context omitted.

Asking an LLM to analyze data directly doesn’t work. But they’re great at writing scripts to analyze (and visualize) data. Anthropic just figured this out last week and gave Claude a mode that does that for you.

This. I only ask LLMs to summarize non-critical stuff, i.e. just give me a general summary of all the work done over the past week. If I were in need of hard analytics you can be damn sure I'd have it build a tool with a solid suite of tests following a rigorous process to ensure the outputs are sound. That's the difference between engineering and vibing.

Yes, you have to calibrate the effort to the task, you can't just blindly vibecode it. But if you treat it like a new college hire who still remembers their stats course, rather than a senior analyst who will just come back with the right answer, you can do some pretty high-level stuff that's trustworthy. It's so fast that it's no problem to double/triple check everything and even do it with multiple methods.

Re: US Job Market Visualizer

#240

Earlier quoted context omitted.

I took one glance at the chart and decided the results were impossible because of that. Apparently "top executive" median pay is $105,350 per year: https://www.bls.gov/ooh/management/top-executives.htm

Remember that exec tech salaries are extreme outliers. I worked for an exec in manufacturing. He had full p&l responsibility for a business segment with ~150 employees, $27 million in revenue at 40% gross margins, and a production plant. His total comp was ~$300k. Now just think of the comp levels in sectors like government, education, etc.

> Remember that exec tech salaries are extreme outliers.

It's the combination of tech and big or fast growing companies.

People who operate in FAANG or Silicon Valley bubbles (or who spend too much time on Blind) can lose track of what salaries look like in the rest of the world.

I often share Buffer's open salary page because their compensation is actually pretty normal from all of the data I've seen and hiring I've done: https://buffer.com/salaries

Every time it gets posted there are comments from people aghast that the software engineers "only" make $200K and in disbelief that the CEO's salary is "only" $300K.

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