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
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.
Italy: decree-law adopted to increase workplace safety
On 28 October, the Italian cabinet adopted a decree-law on health and safety at work, aimed at preventing and reducing accidents. The text addresses both the powers and actions of supervisory...
4 November 2025
Romania: parents of children with disabilities granted up to eight days of remote work per month
On 9 October, the Romanian parliament adopted a bill aiming to bolster support for parents of children with disabilities up to the age of 18. The legislation, which came into force on 12 October...
4 November 2025
Carrefour and UNI Global Union renew global agreement on promoting social dialogue and diversity
On 17 October, Carrefour, one of the world’s largest retailers, with nearly 500,000 employees worldwide, and global union federation UNI Global Union renewed their global agreement on...
3 November 2025
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
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
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
2
Italy: decree-law adopted to increase workplace safety
On 28 October, the Italian cabinet adopted a decree-law on health and safety at work, aimed at preventing and reducing accidents. The text addresses both the powers and actions of supervisory...
4 November 2025
3
Italy: European pay transparency directive, a major step forward for businesses
Italy’s labour market continues to suffer from limited pay transparency and a persistent gender pay gap. The forthcoming implementation of the EU pay transparency directive — still awaiting...
14 October 2025
4
Netherlands: ING cites AI as it plans to cut around 950 jobs
Dutch bank ING has informed the employment agency UWV that it may cut around 950 jobs by 31 December 2026. In its notification on 20 October, the lender said the planned reductions stem partly...
30 October 2025
5
Romania: parents of children with disabilities granted up to eight days of remote work per month
On 9 October, the Romanian parliament adopted a bill aiming to bolster support for parents of children with disabilities up to the age of 18. The legislation, which came into force on 12 October...
4 November 2025
6
Germany: EU pay transparency directive to force companies to ‘get tough’
Germany introduced a pay transparency law in 2017, meaning companies are already somewhat familiar with the issue. However, the broader scope and stricter requirements of the EU directive, the...
24 October 2025