How Do LinkedIn and XING Optimize for High-Paying Matches?

  • Thread starter Thread starter zak100
  • Start date Start date
Click For Summary
SUMMARY

The discussion centers on the optimization strategies employed by LinkedIn and XING, particularly their focus on higher-paying employers and candidates, as outlined in the research paper "PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment." Participants express concern that this approach prioritizes the interests of affluent employers at the expense of the overall job market's health. The conversation highlights the need for a more balanced strategy that considers the well-being of all job seekers and employers, rather than solely those in high-paying positions.

PREREQUISITES
  • Understanding of job market dynamics
  • Familiarity with optimization strategies in recruitment
  • Knowledge of privacy-oriented recommender systems
  • Awareness of LinkedIn and XING functionalities
NEXT STEPS
  • Research "LinkedIn optimization strategies for job matching"
  • Explore "XING's approach to employer-candidate matching"
  • Study "Privacy-oriented recommender systems in employment"
  • Investigate "Impacts of high-paying job placements on market health"
USEFUL FOR

Job market analysts, recruitment professionals, and developers interested in optimizing job matching algorithms will benefit from this discussion.

zak100
Messages
462
Reaction score
11
Summary:: Hi,
I am reading a research paper. It describes an advantage of linkedIn and XING which I can't understand. I need help in understand that:

Paper
at:
PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment

While centralized
platforms such as LinkedIn [11] and XING [3] have the potential to
address these issues, they use a business-oriented best-fit optimization
strategy that favors higher-paying employers and candidates
over the well-being of the job market as a whole. However, addressing
this coordination failure in a neutral way, may significantly
help both job-seekers and employers identify well-suited matches,
betting the job market outcome.

Somebody please guide me what is the advantage of LINKEDIn and XING in the context of business oriented best fit optimization startegy.

Zulfi.
 
Physics news on Phys.org
Perhaps you are confusing what is in the best interests of a job seeker vis-a-vis the best interests of an employer.
 
Hi,
Thanks for your response. Your clue refines my question. I can't understand this:

that favors higher-paying employers and candidates over the well-being of the job market as a whole

employers are higher payers, that's fine but candidates are not, so no need of "and" here. What does it mean by "over the well-being of the job market as a whole".

Some body please guide me.

Zulfi.
 
that favors higher-paying employers and candidates over the well-being of the job market as a whole
I think that "and candidates" could be interpreted as something like ', and candidates for highly-paid positions,'.
 
  • Like
Likes   Reactions: berkeman
How is this going to favor the market, if we consider only highly paid employers? or they forgetting the whole market and protecting the interest of the highly paid employers only?

Zulfi.
 
zak100 said:
How is this going to favor the market, if we consider only highly paid employers? or they forgetting the whole market and protecting the interest of the highly paid employers only?

Zulfi.
Please -- mirroring your earlier point, it's not "highly paid employers" -- the relevant to that issue point of the article seemed to me to be a criticism of favoring the high-end over the well-being of the whole of the job market.
 
Hi,
Thanks for your insight. RS should not support highly paid employers over the well-being of the whole of the job market.

Zulfi.
 
Moderator's note: Moved thread to General Discussion.
 
  • Like
  • Skeptical
Likes   Reactions: zak100 and sysprog
@zak100 It's not "highly paid employers" -- please think it through.
 
  • #10
Hi, I have thought it. I have put it to the forum for the discussion. I don't know what you guys mean by general discussion.

Zulfi;
 
  • #11
zak100 said:
Hi, I have thought it. I have put it to the forum for the discussion. I don't know what you guys mean by general discussion.

Zulfi;
Moved to the General Discussion Forum.
 

Similar threads

  • · Replies 10 ·
Replies
10
Views
5K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 4 ·
Replies
4
Views
10K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
31K
Replies
20
Views
10K
Replies
6
Views
5K
  • · Replies 13 ·
Replies
13
Views
10K