I've been coding since the mid 90s and delved seriously into 10+ languages, but almost all my professional experience is with PHP. It wasn't the plan, it just sort of happened. On the other hand, I've spent most of the past year working exclusively with Node.js, both on open-source projects and on a closed-source venture that never took flight. I had hoped that even if it failed, it would springboard me to a career using something besides PHP.
It didn't work.
Lately I've been going after Node.js work and consistently getting denied because my resume still just says PHP. People skim, they don't really read the cover letters or click through to the Github profile full of Node.js projects. Which makes sense. I understand the spam that job ads attract.
How do I get past this chicken-and-egg problem? Do other developers talk about open source projects directly on their resumes, right alongside paid work? And how do you sell experience gained on a closed source project with barely a name and no associated company, website, or other marketing? I've got this sinking feeling that I'll have to go back, launch the startup and then tank it just so that I have something easier to reference.
I'd suggest definitely putting OS projects on your cv, if they're more relevant skills wise personally I'd be happy to see them ahead of your career history, probably with a quick explanation as to why above them.
What sort of jobs are you going for? I do occasionally get cvs from people with a lot of experience in other languages, and some in Java which I'm hiring for. The main problem is they're being put forward for positions based on past experience in other languages. Whilst a lot of what developers do is transferrable I have to measure them against other applicants with more relevant experience so often they're too expensive vs the competition. If they are applying for a more junior role to balance this out there's then a risk to me they won't be happy with the salary I can offer them and/or will return to their previous work.
Given the above I'd suggest tacking the risk by explaining you're trying to move your career into a new language hence applying for the role. This may also feed the ego of whoever you're applying to that they're working in a desirable language. If you are willing to take a slight step down based on moving away from an area of expertise you can then differentiate yourself against other applicants based on your broader experience.
HTH