Sara Chaouki
Data journalistExpertise
Datajournaliste chez mind depuis fin 2020, ma double formation en data science et en journalisme me permet de naviguer avec aisance entre la collecte, la visualisation et la mise en récit des données. Je développe des scrappers et des bots pour aspirer et mettre à jour des données publiques en continu, et je conçois des outils qui permettent à nos lecteurs d'explorer de larges volumes d'informations. Je suis également spécialisée dans l'utilisation de l'IA générative pour synthétiser des données textuelles complexes et en extraire les informations clés pour nos analyses, en particulier sur des sujets RSE tels que les accords d'entreprise.
Most read articles by Sara Chaouki
mind RH analysis – Initial findings from CSRD social indicators
In 2025, for the first time, the universal registration documents of major European companies contain the sustainability reporting required by the EU Corporate Sustainability Reporting Directive...
31 October 2025
mind RH analysis – Agreements focused on older workers more common in France but still heavily focused on end-of-career arrangements
At a time when a bill on the employment of experienced workers is about to be adopted in France, mind RH has analysed French company agreements on the employment of older workers that have been...
17 July 2025
mind RH study – Parental leave allowances still not compliant with EU directive in all member states
Six EU member states amended their legislation between July 2024 and March 2025 to encourage more parents, especially fathers, to take parental leave. To this end, Cyprus, Ireland and Italy have...
22 May 2025
mind RH analysis: Pay rises shrink at France’s large companies
In France, compulsory annual salary negotiations are being disrupted by the growing number of redundancy plans. As inflation returns to normal levels, mind RH sought to ascertain the impact of the...
16 April 2025
Latest articles by Sara Chaouki
mind RH analysis – Initial findings from CSRD social indicators
In 2025, for the first time, the universal registration documents of major European companies contain the sustainability reporting required by the EU Corporate Sustainability Reporting Directive...
31 October 2025
mind RH analysis – Agreements focused on older workers more common in France but still heavily focused on end-of-career arrangements
At a time when a bill on the employment of experienced workers is about to be adopted in France, mind RH has analysed French company agreements on the employment of older workers that have been...
17 July 2025
mind RH study – Parental leave allowances still not compliant with EU directive in all member states
Six EU member states amended their legislation between July 2024 and March 2025 to encourage more parents, especially fathers, to take parental leave. To this end, Cyprus, Ireland and Italy have...
22 May 2025
mind RH analysis: Pay rises shrink at France’s large companies
In France, compulsory annual salary negotiations are being disrupted by the growing number of redundancy plans. As inflation returns to normal levels, mind RH sought to ascertain the impact of the...
16 April 2025
France: occupational sectors forced to adapt to transitions
The latest statistics available on all France's occupational sectors (branches professionnelles), which mind RH has analysed for the third time, show persistent disparities in terms of pay, gender...
17 October 2024
mind RH study – Annual minimum wage rises hold steady in the EU despite falling inflation
Even as inflation rates slowly declined compared to 2023 in most European Union countries, the average level of minimum wage increases has remained more or less the same over the past year. Five...
11 July 2024
mind RH study – French large groups have not cut back on the frequency of teleworking since 2020
In recent months, the first generation of post-lockdown agreements on telework have come up for renegotiation. More than four years after the start of the Covid-19 pandemic, are companies...
6 June 2024
[mind RH study] EU: why the pay transparency directive may not be enough to close the pay gap
By 2026, all European Union countries will have to transpose the directive on pay transparency. While all countries have a legal requirement for equal pay, the gap between the wages paid to men...
4 December 2023
Paternity leave: application varies significantly between countries
Many countries now offer paid paternity leave, especially with such an allowance having become compulsory in the European Union, under the bloc's work-life balance directive, since 2 August 2022...
24 April 2023
Transnational company agreements: older workers the great forgotten of negotiations
At a time when most Western countries are seeking to increase the legal retirement age – to reduce pension scheme deficits or, in some cases, to address skill shortages – mind RH has taken a...
20 January 2023
What you absolutely must read this week
The essential content of the week selected by the editorial team.
France: sectors feel economic slowdown to differing degrees
The latest data on France’s occupational sectors (branches professionnelles), covering the year 2023, show how employment trends are shaping workplace dynamics. After a more favourable period for...
19 December 2025
United Kingdom: Parliament finally passes Employment Rights Bill
The UK Labour government's flagship reform of employment rights was passed by both houses on 16 December after a turbulent parliamentary process. The bill introduces numerous changes to labour...
18 December 2025
EU: social partners in telecoms sign joint statement on AI
On 16 December, the social partners in Europe's telecommunications sector unveiled a joint statement on artificial intelligence. They propose an action plan for skills and commit to raising...
18 December 2025
EU: MEPs demand directive on algorithmic management
Members of the European Parliament have called for a directive on algorithmic management. Such legislation would introduce obligations for companies to inform employees, assess health and safety...
17 December 2025
Most viewed articles of the month on mind HR
What readers clicked on the most last month.
What readers clicked on the most last month.
1
EU: Commission launches consultation with social partners on quality jobs
On 4 December, the European Commission launched the first phase of consultation with social partners with a view to a European directive on jobs, which is scheduled for the end of 2026. It could...
4 December 2025
2
EDF bans alcohol on all its sites
From 1 January 2026, French energy giant EDF (180,000 employees) will prohibit alcohol consumption at all internal and external corporate events, from social gatherings to seminars. The policy...
26 November 2025
3
United Kingdom: government scraps plan to introduce ‘day one’ protection against unfair dismissal
The UK government announced on 27 November, in a statement, that it would not be introducing the right to challenge unfair dismissal (without cause) from the first day of employment in its...
3 December 2025
4
Poland: bill adopted to amend definition of psychological harassment
On 27 November, the Polish cabinet adopted a draft amendment to the labour code aimed at simplifying the definition of psychological harassment at work, or “mobbing” (Article 94 3)...
4 December 2025
5
EU: MEPs demand directive on algorithmic management
Members of the European Parliament have called for a directive on algorithmic management. Such legislation would introduce obligations for companies to inform employees, assess health and safety...
17 December 2025
6
Austria: European rules on wage transparency expected to cause a cultural shock
With the gender pay gap in Austria being the second largest in the European Union (18.3%), the Austrian government has promised to introduce a bill next spring to transpose the European directive...
27 November 2025