How OLX helps employers discover talent beyond the applicant list

Companies use OLX to advertise open roles. Candidates can discover those opportunities and apply, giving employers a group of applicants to consider.

However, that group only includes people who saw the vacancy and decided to apply. The right candidate may be busy in their current job, unaware that the opportunity exists or open to a change without actively searching for one. They may have exactly the experience an employer needs and still remain outside the applicant list.

At OLX, this led us to a simple question: what if a good match did not have to begin with an application? Jobs Matchmaking was created to help close that gap by connecting relevant opportunities with people who may not have found them on their own.

Looking beyond the inbox

Jobs Matchmaking is an AI feature built for companies advertising open roles on OLX platforms. It helps employers discover candidates whose experience may be relevant to a role, even if they have not applied for it. The system looks at the requirements of a vacancy and compares them with information available in candidate profiles. It considers factors such as skills, experience and career history to identify people who may be a strong match.

This is where the Employer Lens comes in. It helps bring relevant profiles to the employer’s attention and organises them according to how closely they match the role. For a recruiter using an OLX platform, this means the search is no longer limited to the applications already in the inbox. It becomes possible to discover people who have relevant experience but may not have seen the vacancy or considered applying.

The aim is not to create a longer list of candidates. It is to make the list more useful.

The person who never applied

Imagine someone who has spent several years developing the exact skills an employer needs. Their experience is relevant, their career is moving in the right direction and the role could be a good next step. There is only one problem: they are not currently searching for a job.

In a traditional recruitment process, that person may never see the vacancy. The employer advertising the role on an OLX platform may never see their profile either. A potentially relevant connection disappears before either side has the chance to consider it.

Jobs Matchmaking helps bring that possibility into view. When the system identifies a relevant profile, the professional can receive an invitation to learn more about the role and decide whether they want to apply. This creates a different starting point for the conversation. Instead of asking people to search through hundreds of vacancies, a relevant opportunity can reach them directly.

For the candidate, it can feel like being recognised for experience they have already built. For the employer, it can reveal talent that was present in the market but missing from the applicant list.

An invitation, not a decision

Finding a relevant profile is only the beginning. Jobs Matchmaking does not make the hiring decision. It does not conduct the interview, decide whether someone should change jobs or determine who receives an offer.

The candidate chooses whether they want to explore the opportunity. The recruiter reviews the profile, speaks with the person and remains responsible for understanding whether the role and candidate are genuinely right for each other.

That distinction matters. Recruitment is about more than comparing information on a profile with the requirements in a job description. A successful match also depends on expectations, motivation, working preferences and the conversations that happen throughout the process.

AI can help make the initial search more relevant, but people still bring the context, judgement and choice that turn a possible match into a real opportunity.

Relevance changes the first response

A useful recommendation should make sense to the person receiving it. If candidates regularly receive invitations for roles that have little connection to their experience, the technology creates more noise rather than less.

The early results from Jobs Matchmaking show the value of improving that relevance. Among professionals invited through the experience, 63% had a positive response within the first five minutes, compared with 49% in the control group.

This does not mean that every invitation becomes an application or every application becomes a hire. It shows that when an opportunity feels relevant, people are more likely to engage with it quickly. That first response matters. It is the moment when a person who was not searching begins to consider a possibility they may not have found on their own.

For employers using OLX platforms, it can also mean spending less time working through profiles that do not match the role and more time speaking with people who may have the right experience.

Helping recruiters focus on people

Recruiters often work with a large amount of information. They review applications, compare experience, search for specific skills and try to understand what each person could bring to a role. This work takes time, especially when the most relevant information is spread across many profiles and expressed in different ways.

Jobs Matchmaking helps organise part of that search. It can compare the requirements of a vacancy with patterns in candidate profiles and bring potentially relevant people closer to the top of the list.

The recruiter still needs to understand the person behind the profile. They need to ask questions, listen and consider information that cannot be captured through a simple comparison. By reducing some of the effort involved in the initial search, the technology gives recruiters more space for those conversations.

The goal is not to remove the recruiter from recruitment. It is to help them spend more time recruiting.

Talent hidden in plain sight

The right candidate is not always missing. Sometimes, they are simply difficult to find. They may be outside the current applicant pool, using different language to describe their experience or waiting for an opportunity they do not yet know exists.

This is how we approach AI across our OLX products. We begin with a real point of friction and look for a practical way to reduce it. In the Jobs category, that friction can be the distance between a vacancy advertised by an employer and a person who may be right for it.

Jobs Matchmaking helps shorten that distance. It gives employers a broader view of relevant talent and gives candidates another way to discover opportunities that fit their experience. The technology does not decide where someone should work. It creates a moment in which both sides can decide whether a conversation is worth starting.

Because sometimes the right match is already there. It just needs to be found.