The job market in France is undergoing a period of rapid changes. With the rise of artificial intelligence tools in candidate screening, new salary transparency obligations, and the increasing value placed on transferable skills, the rules of the game are changing for candidates.
Job search platforms no longer just aggregate job postings: they are becoming intermediaries whose operations need to be understood before being used.
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Salary Transparency on Job Offers: What Platforms Will Need to Display
A major regulatory change will alter how job offers are written and published on job boards. Companies will need to clearly indicate the compensation or a salary range as soon as the offer is published. The phrase “salary according to profile,” still prevalent, will be prohibited.
Another point that directly affects candidates is the ban on asking for current or past salary during the recruitment process. This salary transparency measure will apply from the announcement stage, thus on the platforms themselves.
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For a candidate, the consequence is tangible. Comparing similar positions on a dedicated platform will become more reliable, as salary ranges will be visible. Job searching becomes clearer, and the time spent applying “blindly” regarding salary decreases. Those who wish to access jobs on Avenir Express can already filter postings by sector and type of contract, which will further facilitate sorting when salary ranges are systematically displayed.
Artificial Intelligence and Candidate Screening: Rights Candidates Are Unaware Of
The majority of recruitment platforms now use algorithms to rank, score, or pre-filter applications. This use of artificial intelligence in recruitment is classified as “high risk” by the European AI Act. The GDPR already strictly regulates these practices.
Three rights exist for any candidate whose application undergoes automated processing:
- The right to know that an algorithm is involved in the examination of the application, which requires clear information from the platform or employer.
- The right to demand a real human review in case of an unfavorable decision, not just an automatic acknowledgment of receipt.
- The right to contest a refusal resulting from automatic scoring by requesting the criteria used by the system.
A recruitment decision cannot be fully automated without the possibility of contestation. In practice, few candidates exercise these rights, often due to a lack of awareness. When using a platform that offers automatic matching between your profile and job offers, it is useful to check if the platform explicitly mentions the use of AI in its terms of use.
Algorithmic Scoring and CV: Adapting Your Application Without Cheating
Automated screening systems work by matching the keywords in the job offer with those in the CV. A candidate whose document includes the exact terms from the announcement (job title, technical skills, tools mastered) passes through the filters more easily. This does not mean one should inflate their profile, but that the wording of the CV is as important as its content.
Adapting each application to the targeted offer takes time. Platforms that allow multiple versions of CVs or customization of a profile by sector provide a real advantage in this regard.
Transferable Skills and Online Job Search: An Increasingly Decisive Criterion
French recruiters are increasingly valuing transferable skills, meaning skills applicable from one sector to another. Project management, communication, mastery of digital tools, customer service: these skills appear in a wide variety of job offers.
For a candidate in career transition or at the start of their career, focusing on transferable skills significantly broadens the range of accessible offers. Platforms that integrate a search by skills (and not just by job title) facilitate this approach. Rather than searching for “HR assistant,” a candidate with experience in administrative management and human resources can explore project coordination, service support, or team management positions.
What Platforms Do Not Yet Measure
Field feedback varies on the ability of algorithms to accurately assess soft skills and atypical career paths. A candidate who has held several jobs in different sectors may be poorly ranked by a system that favors linear coherence in career paths. The available data do not allow us to conclude that current platforms treat unconventional profiles fairly.
This is a limitation to keep in mind: a platform is a tool for connection, not a judge of the value of a career path. Complementing online searches with direct approaches (spontaneous applications, professional networking, sector forums) remains a relevant strategy.
Concrete Criteria for Choosing a Job Platform Suitable for Your Profile
Not all platforms are equal depending on the candidate’s profile. A few criteria allow for a quick sorting before dispersing applications:
- Sector specialization: a platform oriented towards startups does not offer the same positions as a site focused on public service companies or in-demand professions.
- The quality of search filters: being able to sort by contract type, precise location, experience level, and salary range saves considerable time.
- Transparency about the use of AI: a platform that explains how it processes applications inspires more trust than an opaque system.
- The ability to track application progress: knowing if a CV has been viewed or if an application is under review prevents unnecessary follow-ups.
Focusing efforts on two or three well-chosen platforms yields better results than signing up on ten sites without customizing applications. The time saved from dispersion can be reinvested in tailoring each CV and cover letter to the targeted offer.
The landscape of job platforms is evolving under the combined effects of regulation and automation. Candidates who take the time to understand how these tools work, what rights they have against algorithms, and how to formulate their skills to pass filters gain a tangible advantage. The speed of the search depends less on the number of offers consulted than on the precision with which one targets the right ones.