
Job searching in 2024 is no longer just about sending a CV and waiting for a response. Recruitment platforms now integrate matching algorithms and skills tests that filter applications before a human even reads them. Adapting your strategy to these mechanisms significantly changes the response rate you achieve.
Algorithmic matching: the invisible filter of your application

Most job sites and recruitment agencies today use automated pre-selection algorithms. Platforms like Welcome to the Jungle, Meteojob, or AssessFirst rely on compatibility scores calculated from the candidate’s profile, their results on personality tests, and keywords extracted from the CV.
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This system means that a well-written CV is no longer enough. The online profile must be 100% complete, the proposed tests must be taken, and the declared skills must match the terms used in the targeted job postings. An incomplete profile on these platforms will simply be ignored by the algorithm, regardless of the quality of actual experience.
For each job offer, review the job description and use the exact technical terms in your application. ATS (Applicant Tracking Systems) compare your CV to the keywords in the job posting. A CV tailored to each offer passes through filters better than a generic document, even if the latter is visually polished. Among the useful resources to centralize this approach, 123goemploi.com aggregates offers on which to structure your targeted applications.
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Recruiters and generative AI: what your cover letter reveals
The use of ChatGPT or Gemini to write CVs and cover letters has become widespread since 2023. Barometers from Randstad and Robert Walters indicate that recruiters now spot standardized formulations produced by these tools. Some adapt their interview questions to test the authenticity of the responses.
The trap is twofold. On one hand, a text entirely written by AI lacks specificity and resembles dozens of other applications. On the other hand, ignoring these tools means missing out on a real time-saving benefit in structure and proofreading.
The right approach is to use AI as a draft, never as a finished product. First, write your main arguments in your own words, then use a tool to check clarity or suggest a rephrasing. Always add a verifiable personal element: a project led, a result achieved, a concrete situation related to the targeted position. This is the detail that AI cannot invent and that the recruiter will remember.
LinkedIn and professional networking: going beyond mere online presence
Having an up-to-date LinkedIn profile remains a prerequisite. The difference lies in visible activity. Commenting on industry posts, sharing a technical experience, or reacting to industry news generates visibility that a simple static profile does not provide.
The professional network operates on a principle often underestimated: the majority of positions are filled before they are published online. Recruiters first reach out to their direct contacts, then expand. To access this hidden market, three concrete actions make a difference:
- Contacting hiring managers directly in targeted companies with a short message mentioning a specific skill related to their activity
- Participating in industry events (trade shows, webinars, meetups) where informal exchanges open doors that a standard application cannot
- Asking former colleagues or managers to recommend your profile on LinkedIn, which increases its visibility in recruiters’ searches
The effective outreach message
Generic messages like “I am open to opportunities” generate very few responses. An effective message consists of three sentences: what you do, why this company interests you, and an open question that invites conversation. No attachments, no CV in the first message.
Job interviews and rejections: turning every step into leverage
Preparing for an interview is not limited to reviewing the job description. Recruiters are increasingly asking behavioral questions to assess the authenticity of the candidate, especially since the rise of AI-assisted applications. Prepare three real professional situations that you can detail with the context, your action, and the result achieved.
Regarding handling rejections, one reflex changes the dynamics of the search:
- Responding to each rejection by thanking and asking for specific feedback on points to improve
- Keeping in touch with the recruiter for future opportunities within the same company
- Analyzing after five applications if a pattern emerges (same type of feedback, same blocking step) and adjusting the strategy accordingly
A rejection properly leveraged shortens the overall duration of the search. Candidates who request structured feedback progress faster than those who send applications without analysis.
The post-interview follow-up
Sending a short thank-you message within 24 hours after the interview remains a practice that distinguishes an application. This message can reference a point discussed during the exchange and confirm your interest. It is not about following up, but about naturally extending the conversation.
Job searching in 2024 relies less on the volume of applications sent than on the precision of each approach. A complete profile on matching platforms, applications tailored to algorithmic filters, and an activated network beyond a simple online profile form a coherent whole.
The last often overlooked lever remains consistency: dedicating a fixed time slot each day to these actions yields more reliable results than intensive searching in bursts.