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"Interesting Job" Feature and Improving Recommendations

42bc8f02
Community Member

Hi every one!

 

We’ve received feedback that our job recommendation algorithm could use some improvement. 

 

We hear you, and definitely don't disagree. That said, we’re hoping to make these improvements as soon as we can, and in order to do so we’ll be conducting a small test on the Job Search results page: using your clicks/not-clicks as a feedback mechanism that will allow for us to analyze & fine-tune the algorithm.

 

“What are the details of this test?”

 

  • It's pretty straight foward. In the upcoming weeks, some of you may see a job with the label “Interesting Job” as the first result of your search. This job is one that you would have seen naturally in your regular search results, and we are highlighting said job because well… we think it might be applicable to you (which begs the question, why don’t we call it applicable job? I don’t know). Labeling aside, the job isn't any more special than any other job in your search – the label is there to help my team track your interaction with that job.

 

Screen Shot 2016-02-18 at 1.56.19 PM.png

 

 

  • As mentioned earlier, interacting with that particular job tells us a lot. If you apply to said job, we know it’s a good recommendation. If you don't interact with the job at all, then we know it's not a good recommendation.
  • Very important note: if you apply to the 'interesting' job, you do NOT receive any preferential treatment amongst the other applicants. Conversely, if you do NOT apply to the 'interesting' job shown, you are not penalized in any way.
  • I want to be really clear about this: applying/not applying to the job does not affect your profile/JSS/candidacy in any shape, way, or form. 

 

“Can I opt in/out of the test?”

 

Not this time around. In designing this feature, we’ve completely randomized who is or isn’t a part of it. With that said, the test is also designed to not interfere with your normal usage. Again, the 'interesting job' is one that already appears in your search results and at most, you may see one ‘interesting job’ per search. That’s it.

 

And again, whether or not you click/apply to the ‘interesting job’ has no effect on your profile or your application.

 

“Tam! I have X concern!”

 

No worries, if you have any questions/comments/criticisms please feel let me know. I’ll respond to what I can (unless you’re just trying to troll me, which I don’t mind too much 😉 ).

 

Appreciatively,

tam



P.S. - I hope every one is having a good Monday 😃

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