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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 😃

39 Comments
jcullinan
Community Member

The two jobs marked "interesting" in my latest search weren't even in the right category - coding jobs listed in graphic design, super low fixed price budgets. What is the point?

danganisaldy
Community Member

Can you just make an option where freelancer can turn off this what so called "interesting job". Because  it is totally annoying in my part. It keep on posting job post that was totally forgotten. I am not interested with a job post that was over 4 months or weeks.

tlsanders
Community Member

Apologies if this has been mentioned somewhere else in the thread, but don't forget to factor in the possibility that people are clicking on that particular job BECAUSE it has a big blue "interesting job" banner.

 

Actual proposals might be a better measure than clicks.

miroslav84
Community Member

Anbother job which is interesting to be flagged.

 

About the Client
Payment Method Not Verified

48 Jobs Posted
0% Hire Rate, 15 Open Jobs

Member Since Dec 3, 2015

 

miroslav84
Community Member

Update. Now I saw an Interesting Job which requires knowledge of skills I don't possess. They used tags mentioning skills which exclude me. Can this feature become more personalized taking advantage from skill tags?

zennaxx
Community Member

Hey there,

 I hope you are doing well. I want to ask you about the interesting job feature. So, please let me know as soon as possible. Thanks

Best Regards,
Kunal

VladimirG
Community Manager

Hi Kunal,

 

We are doing great, hope you are as well! Please check the information Tam shared in his opening post and follow-up comments, and let us know if you have any questions.

chrismoyer84
Community Member

i see this post is from 2016.  Sorry, I am late in asking 🙂

 

I saw this for the first time today, 1/7/2018.  Unsure what it means?  It is attached to a posting about 18 days old.

kochubei_valeria
Community Member

Hi Chris,

 

This job may potentially be interesting for you based on the searches you've saved and your profile. Feel free to apply to it if you are interested, if not, you can skip it.