Lower-level meaning closer to the metal. Higher level would be further from the hardware, more abstracted. And in this context, it's more about the relativity to each other.
I wouldn't suggest that a given language favors more or less skilled programmers. There are plenty of skilled programmers that will choose a given language simply for the time to get things done. Not every problem needs absolute performance and memory scarcity, in fact I would suggest that most don't.
I've used some very low level languages as well as a bit of assembly in the past. All the same, JavaScript is the language I enjoy the most, simply because I can get things done in flexible ways, with many modules already written. There are times where you want absolute performance with minimal memory (embedded systems in particular, though even they're getting pretty powerful) and there are others where you can duct tape something together that only needs to run a couple times a day.
I've seen front end developers that couldn't handle conceptualizing SQL-style data storage... Likewise, I've seen backend developers unable to deal with breaking apart UI components or dealing with event based workflows or managing state outside a database context. I've seen systems developers create the most byzantine, overly complex and buggy systems you can imagine, that don't even work half the time. On the flip side, I've seen aircraft systems designed and built almost entirely in hardware... now some of that is truly impressive (and took years to design and develop, compared to weeks/months many developers will get).
Closer to when I was starting out, it was Visual Basic that was considered the proverbial whipping boy of "beginner" or "less skilled" languages. I've seen very good, and very bad implementations of a great many things in a great many languages over the past few decades. I'd say some of the worst of the worst code I've dealt with has come from the most arrogant people I've worked with. Generally, you aren't as smart or clever as you think you are. And I mean "you" in the colloquial sense. In the end, all anyone (or at least most people/users) really care about is it does the job, and is relatively easy to use.