lsj0627

Data sources, but anecdotal would be interesting to learn too. Thanks!

Hi All,

There are thousand of hours of video interviews with Holocaust survivors that were filmed in the 90s on VHS. Many were proficient English speakers who communicated their ideas effectively, but still with pretty thick European accents (plus poor grammar, incomplete sentences, etc.)

Can you recommend any software that can take this into account and create accurate English transcripts?

The goal would be to apply text analysis to this massive corpus to discover any unique insights (e.g. cross-referencing stories and seeing what surfaces).

Thank you!

Whether it's LinkedIn Recruiter or Recruiter Lite (or even Sales Navigator offers advanced search capabilities to find profiles).

Thanks.

I think the site's big tech focus skews compensation expectations for those interested in startups (especially younger folks).

I personally think a startup-focused version would be useful.

One main obstacle I foresee is anonymity: a Staff ML Engineer at a 30-Engineer startup would be easily identifiable!

Your thoughts? Thanks.

I'm imagining the user would be a Hiring Manager or Recruiter looking for Engineers. If they need Ruby Engineers with startup experience, they click the Ruby box from a tech drop-down list and the search will retrieve the startups that also use it. Ideally, you'd be able to sort by geographical area, founding year, latest funding phase, number of employees (e.g. 50-200), and more. I would also aim for matching the right area of the stack - for example, the option to pick Python AND Backend, so you don't end up with startups using Python only for Data Science/ML work.

Note: I did try the StackShare API and there is no filtering feature. So if you purchase the 1,000-company plan, you have no control over what they send you. It'll be a randomly generated list of 1,000 companies that use the technology you requested, a hodgepodge of companies all around the world, big and small, new and old.

I look forward to hearing your thoughts. Thanks!