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.
UK: trade unions now have a statutory right of access to workplaces
The news. Since 30 October, British trade unions (certified as independent) have been able to gain physical access to the premises of businesses with more than 21 employees in order to meet staff...
2 November 2026
Spain: metal industry employers cut sick pay top-ups
To curb absenteeism, Spanish social partners in the metal sector are introducing new clauses into regional collective agreements to reduce the top-up payments made by employers during sick leave...
2 November 2026
Spain: new rules on working time reduction for caring responsibilities
The news. On 21 October, the Spanish government published a Royal Decree-Law, which came into force on 23 October, facilitating working time adjustments for employees who need to care for a...
29 October 2026
France: following the post-Covid boom, large companies scale back on remote working
In the post-pandemic context, large French groups multiplied generous remote working agreements before reversing the trend from 2024 onwards. What is the extent of this phenomenon? mind RH...
29 October 2026
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
Ireland: minimum wage increase of 5,6% from 1 January 2027
The info. The Irish government has included a minimum wage increase of 79 cents in its Budget 2027, in line with recommendations from the Low Pay Commission. The rate will rise from €14.15...
13 October 2026
2
Denmark: government prepares implementation of pay transparency in March 2027
The news. On 8 October, the Danish executive submitted the bill transposing the European Pay Transparency Directive to the national Parliament. The text stems from an agreement between trade...
12 October 2026
3
EU: social partners put the Commission in the crossfire over quality jobs
The news. The second phase of social partner consultation on quality jobs ended on 28 September. A mandatory prerequisite for a social initiative in accordance with the Treaty on the Functioning...
5 October 2026
4
China: draft bill to strengthen platform workers’ rights
On 8 October, the Chinese government published a draft bill open for consultation aimed at providing minimum guarantees to non-employee platform workers in terms of pay and working conditions. The...
23 October 2026
5
Is a global wage freeze at Volkswagen possible?
The existence of an option to implement a global wage freeze until 2030 has been confirmed by the management of the German group Volkswagen, which nevertheless provides no details and refers to...
20 October 2026
6
France: paid leave for victims of sexual and domestic violence finally adopted
The news. On 13 October, the French National Assembly unanimously approved, among voting members, the “comprehensive bill” aimed at protecting victims of sexual and gender-based...
14 October 2026