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.
Catherine Chavanier (CDC Habitat): “Social dialogue on AI facilitates its deployment”
In February, CDC Habitat (10,500 employees) signed a two-year framework agreement governing social dialogue on AI. Catherine Chavanier, HR Director of the subsidiary of CDC (Caisse des dépôts et...
20 March 2026
EU: Council adopts position on simplifying AI rules
The Council of the EU approved its position on 13 March regarding the “omnibus regulation” proposal, published last November by the Commission to simplify the AI Act. Confirming the...
- HR
- CSR
- News brief
20 March 2026
Germany: menopause issues finally gain corporate recognition
With 12 million women over 40 in the labour force, German companies and occupational health professionals are beginning to adopt support policies for those affected by menopause-related issues...
19 March 2026
Greece: hospitality sector signs first collective agreement aligned with National Social Pact
The hospitality sector (125,000 employees), one of Greece’s largest industries after retail, signed a new two-year collective agreement on 17 March. The text, effective from 1 April 2026...
19 March 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
France: CDC Habitat defines a framework and means for social dialogue on AI
In an agreement signed on 23 February with trade unions, the subsidiary of CDC (Caisse des dépôts et consignations) Habitat (10,800 employees) guarantees that AI solutions will only...
23 February 2026
2
France: La Poste to launch negotiations for an AI agreement
Following the lead of firms such as Axa, Syensqo globally, and more recently CDC Habitat, La Poste group management will open negotiations on an AI regulation agreement during the first half of...
5 March 2026
3
France: bioMérieux’s new disability agreement pivots towards mental health
The news. On 6 January 2026, bioMérieux—an in vitro diagnostics specialist employing 4,400 people in France—signed a new four-year agreement “relating to the employment...
4 March 2026
4
Germany: controversial collective bargaining compliance act adopted
On 26 February, the Bundestag approved the Tariftreuegesetz (collective bargaining compliance act), aimed at strengthening collective agreements and tackling social dumping by tying certain public...
26 February 2026
5
United Kingdom: launch of consultation on protection against detriment for industrial action
The British government launched a public consultation on 26 February regarding new protections for workers against "detriment" related to industrial action, scheduled to take effect in October...
12 March 2026
6
Germany: a wave of redundancy plans in the automotive sector
The latest financial results presented in early 2026 by major German car manufacturers show sharp declines. This collapse in profits has triggered the announcement or confirmation of massive job...
16 March 2026