699 Posti di lavoro per Data Mining in Italia

Overview

Proxima è un gruppo di aziende con skill funzionali e tecnologiche innovative, che mettono a fattor comune la propria esperienza in un’offerta congiunta di sviluppo di soluzioni all’interno della nostra Software Factory. Offriamo consulenza e servizi di Application Management e Quality Assurance.

Data & Analytics Engineer

Milano o Verona – modalità ibrida (presenza in sede cliente). In alternativa, valutiamo anche collaborazione in full remote.

• Gestirai l’intero ciclo di vita di soluzioni software e analitiche, dal prototipo alla messa in produzione.
• Costruirai pipeline di elaborazione dati per alimentare dashboard aziendali, interfacciandoti con sistemi sorgenti interni ed esterni.
• Definirai, progetterai e svilupperai dashboard di visualizzazione in collaborazione con le diverse unità di business.
• Lavorerai in stretta collaborazione con il team di Data Engineering, riportando direttamente all’Head of Data Science & AI.
• Lavorerai con autonomia nelle diverse fasi progettuali, contribuendo attivamente all’organizzazione delle attività di team.

Mandatory

• Almeno 3 anni di esperienza nello sviluppo con Python (creazione di moduli e pacchetti, OOP, test unitari).
• Solida conoscenza delle principali librerie Python per analisi e visualizzazione dati: Pandas, Numpy, Scipy, Matplotlib, Seaborn, Scikit-learn, Statsmodels.
• Esperienza nell’utilizzo di SQLAlchemy, Alembic e database relazionali (PostgreSQL, MySQL).

Nice To Have

• Conoscenza di strumenti di visualizzazione come Power BI (preferito), Qlik o Tableau.
• Esperienza su architetture Cloud AWS e relativi servizi.

• R.A.L. commisurata alla seniority
• Buoni pasto (anche in modalità full remote)
• Assicurazione sanitaria con copertura integrativa

Percorsi di carriera

Abbiamo un articolato sistema di valutazione delle competenze e misurazione delle performance che consente al dipendente di crescere insieme a noi.

Formazione professionalizzante

Offriamo percorsi di formazione e di aggiornamento professionale con taglio tecnico/pratico su tematiche in ambito ICT.

Sconti e promozioni riservate

Abbiamo stabilito degli accordi con delle piattaforme per riservare ai nostri dipendenti scontistica e promozioni esclusive.

Il presente annuncio è rivolto a entrambi i sessi, ai sensi delle leggi 903/77 e 125/91, e a persone di tutte le età e tutte le nazionalità, ai sensi dei decreti legislativi 215/03 e 216/03.

• Mid-Senior level

• Full-time

• Information Technology

• IT Services and IT Consulting

Get AI-powered advice on this job and more exclusive features.

Direct message the job poster from Immobiliare.it

Immobiliare.it S.p.A. is an Italian group composed of companies specializing in Digital Tech services for the sale and rental of real estate, aimed at individuals, real estate professionals, banking institutions and financial sector operators.

Founded in 2005, Immobiliare.it, the No. 1 real estate portal in Italy, has expanded its offering with specialized portals such as Trovacasa.it, MioAffitto and LuxuryEstate.com, dedicated to luxury properties.

Immobiliare.it Insights, the company's proptech division, offers digital advisory, insights and data diligence services to banks, investors and appraisers. A leading player in Italy in the mortgage sector, the group includes Immobiliare.it Mutui, specializing in remote credit brokerage, Euroansa with a network of over 800 credit brokers throughout the country and Genio Diligence, a company focused on credit risk and fraud prevention for brokers and financial institutions. The group is also present in foreign markets in Spain (Pisos.com, Indomio.es and Enalquiler.com), Greece (Spitogatos.gr, Indomio.gr), Slovenia (Nekretnine.net) and Croatia (Crozilla.com and Indomio.hr).

We are looking for a Data Analytics Engineer to join our Marketing team.

What You Will Do

As a Data Analytics Engineer, you will contribute to the management of our marketing data platform. Your mission will be to architect, build, and manage the infrastructure and flows that allow the marketing team to turn data into a strategic asset. Your responsibilities will include:

• platform Architecture & Management: Design, build, and maintain a scalable and robust marketing data platform using cloud technologies (GCP, AWS) and modern open-source tools. You will be responsible for the entire data stack, from ingestion to analytics;
• data Pipeline Orchestration: Develop and manage resilient data pipelines. You will ensure data is ingested, modelled, and delivered reliably to power our marketing analytics and data products;
• data Product Development: Build and deploy end-to-end marketing data products. This involves integrating internal data with a wide array of external sources, such as market trends from Google searches, economic indicators, and competitive intelligence from platforms like Similarweb, data.ai, and Semrush. You will be responsible for proactively discovering and implementing the best methods to leverage data for providing value to the business.

Who you are:

• graduate in Engineering, Statistics, Economics, Mathematics, Physics;
• analytical mindset with a problem solving approach;
• curious and passionate about business, marketing and tech platforms;
• fluent in English and working knowledge of Italian.

Hard requirements:

• Python
• SQL

Nice to have:

• familiarity with GCP or AWS;
• experience with Data Modelling tools (dbt, SQLMesh, Dataform);
• familiarity with Airflow;
• knowledge of containerization and container orchestration (e.g: Docker, Kubernetes);
• basic knowledge of IaC (Terraform) and DevOps best practices.

About our team

Our team is responsible for all marketing activities of our Group: Immobiliare.it (Italy), Indomio.es (Spain), Immotop.lu (Luxembourg), Crozilla.com (Croatia) and LuxuryEstate (Global).

We focus mainly on:

• Performance Marketing : we design, create and manage campaigns with different business objectives (e.g. user acquisition and engagement, lead generation and brand awareness). We are one of the top advertisers in our markets, we collaborate with the best partners and our strong relationship with them allow us to develop ad-hoc projects and to access new features, products and technologies before they’re widely released;
• Analytics : our products generate hundreds of millions of events every day, by analysing these interactions we can learn about our customers and their experience, optimise marketing investments, uncover new opportunities, and support data-driven decision-making;
• Market and Competitor Insights : we study the real estate market and our industry to uncover emerging trends, discover business opportunities and forecast demand as accurately as possible to stay ahead of the curve;
• Projects : we drive growth, operational and technological improvements working cross-team and cross-competence (Tech, Product, Sales, PR & Content teams).

What we offer :

• a young and dynamic work environment;
• an opportunity in a fast-growing company;
• paid internship contract or fixed contract;
• ticket restaurants;
• free coffee and fresh fruit every day;
• break room with a foosball table;
• office located in the centre of Rome (Termini).

This announcement is addressed to people of any sex, pursuant to laws 903/77 and 125/91, and to people of all ages and all nationalities, pursuant to legislative decrees 215/03 and 216/03.

• Seniority level Entry level

• Employment type Full-time

• Job function Marketing and Information Technology
• Industries Internet Publishing, Internet Marketplace Platforms, and Data Infrastructure and Analytics

Referrals increase your chances of interviewing at Immobiliare.it by 2x

Rome, Latium, Italy $35,000.00-$40,000.00 2 months ago

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Overview

Proxima è un gruppo di aziende con skill funzionali e tecnologiche innovative, che mettono a fattor comune la propria esperienza in un’offerta congiunta di sviluppo di soluzioni all’interno della nostra Software Factory. Offriamo consulenza e servizi di Application Management e Quality Assurance.

Data & Analytics Engineer

Milano o Verona – modalità ibrida (presenza in sede cliente). In alternativa, valutiamo anche collaborazione in full remote.

• Gestirai l’intero ciclo di vita di soluzioni software e analitiche, dal prototipo alla messa in produzione.
• Costruirai pipeline di elaborazione dati per alimentare dashboard aziendali, interfacciandoti con sistemi sorgenti interni ed esterni.
• Definirai, progetterai e svilupperai dashboard di visualizzazione in collaborazione con le diverse unità di business.
• Lavorerai in stretta collaborazione con il team di Data Engineering, riportando direttamente all’Head of Data Science & AI.
• Opererai con autonomia nelle diverse fasi progettuali, contribuendo attivamente all’organizzazione delle attività di team.

• Mandatory: Almeno 3 anni di esperienza nello sviluppo con Python (creazione di moduli e pacchetti, OOP, test unitari).
• Solida conoscenza delle principali librerie Python per analisi e visualizzazione dati: Pandas, Numpy, Scipy, Matplotlib, Seaborn, Scikit-learn, Statsmodels.
• Esperienza nell’utilizzo di SQLAlchemy, Alembic e database relazionali (PostgreSQL, MySQL).
• Nice to have: Conoscenza di strumenti di visualizzazione come Power BI (preferito), Qlik o Tableau.
• Esperienza su architetture Cloud AWS e relativi servizi.

• R.A.L. commisurata alla seniority
• Buoni pasto (anche in modalità full remote)
• Assicurazione sanitaria con copertura integrativa

• Percorsi di carriera
• Formazione professionalizzante
• Sconti e promozioni riservate

Innovation Team è una società di Ricerche e Analytics che opera principalmente per clienti del settore finanziario e assicurativo, supportandoli attraverso attività di monitoraggio del posizionamento competitivo, benchmarking, modelli previsionali e survey.

Dal 2019 siamo parte del gruppo Cerved, la più grande Data Information Company italiana, che ci proietta verso nuovi ambiziosi scenari di crescita e verso lo sviluppo in nuovi settori.

La risorsa, inserita nel team analytics, supporterà nelle attività di:

1. Gestione dei database attraverso elaborazioni complesse
2. Costruzione di modelli predittivi
3. Costruzione di indicatori
4. Messa a punto di sistemi di controllo dati

Requisiti:

• Laurea in matematica, economia, scienze statistiche o attuariali.
• Ottima conoscenza dei principali applicativi Office (Excel, Word, PowerPoint).
• Gradita conoscenza di software statistici come SAS, Python, R, SPSS, SQL, MySQL.

Caratteristiche personali:

• Capacità analitiche e organizzative
• Doti comunicative e curiosità
• Spirito di iniziativa e disponibilità a seguire contemporaneamente più progetti

Overview

Join to apply for the Data Analytics Engineer role at Huspy

Get AI-powered advice on this job and more exclusive features.

The Story So Far : We’re Building a Global Brand in Real Estate

Huspy is one of the leading property technology companies in EMEA. Launched in 2020, we now operate in multiple cities across the UAE and Spain, expanding into Saudi Arabia and 3 more European markets by 2026. Today, we own the largest portion of the UAE mortgage market and are one of the fastest-growing players in every European city we’ve entered. We’ve raised over $140 million (Series A and Series B) from the world’s top investors, including Sequoia Capital and Balderton Capital, to reshape the homebuying journey through powerful technology and agent-first tools. We’ve built a SuperApp that empowers real estate agents and mortgage brokers, bringing cutting‑edge technology to one of the world’s most traditional industries. We’re transforming how property transactions happen — faster, smarter, and better for everyone. We’re not slowing down. The question is : will you be part of what’s next?

• Architect our Data's Future : Design, build, and own the transformation layer of our data stack using dbt and Snowflake, creating clean, reliable, and scalable data models that serve as the single source of truth.
• Guarantee Data Trust and Integrity : Develop automated reconciliation processes to validate that raw data coming from Kafka matches our core application portals, ensuring every number is trusted and establishing a verified Single Source of Truth for each dataset.
• Build a Self-Serve Platform : Empower business users and analysts by developing curated tables and connecting them to our BI tool, Looker, enabling true self-service analytics.
• Automate for Quality and Scale : Implement robust CI / CD pipelines and GitHub automations (e.g., required tests, SQL linting) that validate pull requests before merging, enforcing high standards and allowing the team to scale confidently.
• Implement Modern Data Governance : Develop and implement strategies for handling Personally Identifiable Information (PII) and manage the full data lifecycle (from ingestion to archival), ensuring our platform is secure, compliant, and cost-effective.
• Optimize for Scale and Cost : Develop a deep understanding of our Snowflake usage and AWS costs, implementing best practices to ensure our platform is as efficient as it is powerful.

• Proven Experience : 4+ years in an Analytics Engineering or a data modeling-heavy Data Engineering role.
• dbt is Your Superpower : Expert-level proficiency with dbt (Core or Cloud). You can speak fluently about macros, packages, testing, and project structure.
• SQL & Data Warehousing Master : Advanced SQL skills and deep experience with a cloud data warehouse like Snowflake (preferred).
• A Modeler's Mindset : Strong, demonstrated understanding of dimensional modeling concepts (e.g., Kimball methodology) and the ability to design data models that are both comprehensive and easy to understand.
• Pragmatic Programmer : Proficiency in Python for scripting, automation, and data pipeline development.
• Cloud Native : Hands-on experience with cloud platforms, preferably AWS.
• Excellent Communicator : You can translate complex technical concepts to non-technical stakeholders and understand how to turn business requirements into robust data models.

• Experience building and maintaining BI layers in tools like Looker (LookML).
• Experience working with event streaming data from Kafka.
• Familiarity with data governance tools.
• A keen eye for cost optimization in a cloud data warehouse environment.

Seniority level

• Associate

Employment type

• Full-time

Job function

• Information Technology

We look forward to your application.

Social network you want to login/join with:

Immobiliare.it S.p.A. is an Italian group composed of companies specializing in Digital Tech services for the sale and rental of real estate, aimed at individuals, real estate professionals, banking institutions and financial sector operators.

Founded in 2005, Immobiliare.it, the No. 1 real estate portal in Italy, has expanded its offering with specialized portals such as Trovacasa.it, MioAffitto and LuxuryEstate.com, dedicated to luxury properties.

Immobiliare.it Insights, the company's proptech division, offers digital advisory, insights and data diligence services to banks, investors and appraisers. A leading player in Italy in the mortgage sector, the group includes Immobiliare.it Mutui, specializing in remote credit brokerage, Euroansa with a network of over 800 credit brokers throughout the country and Genio Diligence, a company focused on credit risk and fraud prevention for brokers and financial institutions. The group is also present in foreign markets in Spain (Pisos.com, Indomio.es and Enalquiler.com), Greece (Spitogatos.gr, Indomio.gr), Slovenia (Nekretnine.net) and Croatia (Crozilla.com and Indomio.hr).

We are looking for a Data Analytics Engineer to join our Marketing team.

What You Will Do

As a Data Analytics Engineer, you will contribute to the management of our marketing data platform. Your mission will be to architect, build, and manage the infrastructure and flows that allow the marketing team to turn data into a strategic asset. Your responsibilities will include:

• platform Architecture & Management: Design, build, and maintain a scalable and robust marketing data platform using cloud technologies (GCP, AWS) and modern open-source tools. You will be responsible for the entire data stack, from ingestion to analytics;
• data Pipeline Orchestration: Develop and manage resilient data pipelines. You will ensure data is ingested, modelled, and delivered reliably to power our marketing analytics and data products;
• data Product Development: Build and deploy end-to-end marketing data products. This involves integrating internal data with a wide array of external sources, such as market trends from Google searches, economic indicators, and competitive intelligence from platforms like Similarweb, data.ai, and Semrush. You will be responsible for proactively discovering and implementing the best methods to leverage data for providing value to the business.

Who you are:

• graduate in Engineering, Statistics, Economics, Mathematics, Physics;
• analytical mindset with a problem solving approach;
• curious and passionate about business, marketing and tech platforms;
• fluent in English and working knowledge of Italian.

Hard requirements:

• Python
• SQL

Nice to have:

• familiarity with GCP or AWS;
• experience with Data Modelling tools (dbt, SQLMesh, Dataform);
• familiarity with Airflow;
• knowledge of containerization and container orchestration (e.g: Docker, Kubernetes);
• basic knowledge of IaC (Terraform) and DevOps best practices.

About our team

Our team is responsible for all marketing activities of our Group: Immobiliare.it (Italy), Indomio.es (Spain), Immotop.lu (Luxembourg), Crozilla.com (Croatia) and LuxuryEstate (Global).

We focus mainly on:

• Performance Marketing : we design, create and manage campaigns with different business objectives (e.g. user acquisition and engagement, lead generation and brand awareness). We are one of the top advertisers in our markets, we collaborate with the best partners and our strong relationship with them allow us to develop ad-hoc projects and to access new features, products and technologies before they’re widely released;
• Analytics : our products generate hundreds of millions of events every day, by analysing these interactions we can learn about our customers and their experience, optimise marketing investments, uncover new opportunities, and support data-driven decision-making;
• Market and Competitor Insights : we study the real estate market and our industry to uncover emerging trends, discover business opportunities and forecast demand as accurately as possible to stay ahead of the curve;
• Projects : we drive growth, operational and technological improvements working cross-team and cross-competence (Tech, Product, Sales, PR & Content teams).

What we offer :

• a young and dynamic work environment;
• an opportunity in a fast-growing company;
• paid internship contract or fixed contract;
• ticket restaurants;
• free coffee and fresh fruit every day;
• break room with a foosball table;
• office located in the centre of Rome (Termini).

This announcement is addressed to people of any sex, pursuant to laws 903/77 and 125/91, and to people of all ages and all nationalities, pursuant to legislative decrees 215/03 and 216/03.

Social network you want to login/join with:

Immobiliare.it S.p.A. is an Italian group composed of companies specializing in Digital Tech services for the sale and rental of real estate, aimed at individuals, real estate professionals, banking institutions and financial sector operators.

Founded in 2005, Immobiliare.it, the No. 1 real estate portal in Italy, has expanded its offering with specialized portals such as Trovacasa.it, MioAffitto and LuxuryEstate.com, dedicated to luxury properties.

Immobiliare.it Insights, the company's proptech division, offers digital advisory, insights and data diligence services to banks, investors and appraisers. A leading player in Italy in the mortgage sector, the group includes Immobiliare.it Mutui, specializing in remote credit brokerage, Euroansa with a network of over 800 credit brokers throughout the country and Genio Diligence, a company focused on credit risk and fraud prevention for brokers and financial institutions. The group is also present in foreign markets in Spain (Pisos.com, Indomio.es and Enalquiler.com), Greece (Spitogatos.gr, Indomio.gr), Slovenia (Nekretnine.net) and Croatia (Crozilla.com and Indomio.hr).

We are looking for a Data Analytics Engineer to join our Marketing team.

What You Will Do

As a Data Analytics Engineer, you will contribute to the management of our marketing data platform. Your mission will be to architect, build, and manage the infrastructure and flows that allow the marketing team to turn data into a strategic asset. Your responsibilities will include:

• platform Architecture & Management: Design, build, and maintain a scalable and robust marketing data platform using cloud technologies (GCP, AWS) and modern open-source tools. You will be responsible for the entire data stack, from ingestion to analytics;
• data Pipeline Orchestration: Develop and manage resilient data pipelines. You will ensure data is ingested, modelled, and delivered reliably to power our marketing analytics and data products;
• data Product Development: Build and deploy end-to-end marketing data products. This involves integrating internal data with a wide array of external sources, such as market trends from Google searches, economic indicators, and competitive intelligence from platforms like Similarweb, data.ai, and Semrush. You will be responsible for proactively discovering and implementing the best methods to leverage data for providing value to the business.

Who you are:

• graduate in Engineering, Statistics, Economics, Mathematics, Physics;
• analytical mindset with a problem solving approach;
• curious and passionate about business, marketing and tech platforms;
• fluent in English and working knowledge of Italian.

Hard requirements:

• Python
• SQL

Nice to have:

• familiarity with GCP or AWS;
• experience with Data Modelling tools (dbt, SQLMesh, Dataform);
• familiarity with Airflow;
• knowledge of containerization and container orchestration (e.g: Docker, Kubernetes);
• basic knowledge of IaC (Terraform) and DevOps best practices.

About our team

Our team is responsible for all marketing activities of our Group: Immobiliare.it (Italy), Indomio.es (Spain), Immotop.lu (Luxembourg), Crozilla.com (Croatia) and LuxuryEstate (Global).

We focus mainly on:

• Performance Marketing : we design, create and manage campaigns with different business objectives (e.g. user acquisition and engagement, lead generation and brand awareness). We are one of the top advertisers in our markets, we collaborate with the best partners and our strong relationship with them allow us to develop ad-hoc projects and to access new features, products and technologies before they’re widely released;
• Analytics : our products generate hundreds of millions of events every day, by analysing these interactions we can learn about our customers and their experience, optimise marketing investments, uncover new opportunities, and support data-driven decision-making;
• Market and Competitor Insights : we study the real estate market and our industry to uncover emerging trends, discover business opportunities and forecast demand as accurately as possible to stay ahead of the curve;
• Projects : we drive growth, operational and technological improvements working cross-team and cross-competence (Tech, Product, Sales, PR & Content teams).

What we offer :

• a young and dynamic work environment;
• an opportunity in a fast-growing company;
• paid internship contract or fixed contract;
• ticket restaurants;
• free coffee and fresh fruit every day;
• break room with a foosball table;
• office located in the centre of Rome (Termini).

This announcement is addressed to people of any sex, pursuant to laws 903/77 and 125/91, and to people of all ages and all nationalities, pursuant to legislative decrees 215/03 and 216/03.

Immobiliare.it S.p.A. is an Italian group composed of companies specializing in Digital Tech services for the sale and rental of real estate, aimed at individuals, real estate professionals, banking institutions and financial sector operators.

Founded in 2005, Immobiliare.it, the No. 1 real estate portal in Italy, has expanded its offering with specialized portals such as Trovacasa.it, MioAffitto and LuxuryEstate.com, dedicated to luxury properties.

Immobiliare.it Insights, the company's proptech division, offers digital advisory, insights and data diligence services to banks, investors and appraisers. A leading player in Italy in the mortgage sector, the group includes Immobiliare.it Mutui, specializing in remote credit brokerage, Euroansa with a network of over 800 credit brokers throughout the country and Genio Diligence, a company focused on credit risk and fraud prevention for brokers and financial institutions. The group is also present in foreign markets in Spain (Pisos.com, Indomio.es and Enalquiler.com), Greece (Spitogatos.gr, Indomio.gr), Slovenia (Nekretnine.net) and Croatia (Crozilla.com and Indomio.hr).

We are looking for a Data Analytics Engineer to join our Marketing team.

What You Will Do

As a Data Analytics Engineer, you will contribute to the management of our marketing data platform. Your mission will be to architect, build, and manage the infrastructure and flows that allow the marketing team to turn data into a strategic asset. Your responsibilities will include:

• platform Architecture & Management: Design, build, and maintain a scalable and robust marketing data platform using cloud technologies (GCP, AWS) and modern open-source tools. You will be responsible for the entire data stack, from ingestion to analytics;
• data Pipeline Orchestration: Develop and manage resilient data pipelines. You will ensure data is ingested, modelled, and delivered reliably to power our marketing analytics and data products;
• data Product Development: Build and deploy end-to-end marketing data products. This involves integrating internal data with a wide array of external sources, such as market trends from Google searches, economic indicators, and competitive intelligence from platforms like Similarweb, data.ai, and Semrush. You will be responsible for proactively discovering and implementing the best methods to leverage data for providing value to the business.

Who you are:

• graduate in Engineering, Statistics, Economics, Mathematics, Physics;
• analytical mindset with a problem solving approach;
• curious and passionate about business, marketing and tech platforms;
• fluent in English and working knowledge of Italian.

Hard requirements:

• Python
• SQL

Nice to have:

• familiarity with GCP or AWS;
• experience with Data Modelling tools (dbt, SQLMesh, Dataform);
• familiarity with Airflow;
• knowledge of containerization and container orchestration (e.g: Docker, Kubernetes);
• basic knowledge of IaC (Terraform) and DevOps best practices.

About our team

Our team is responsible for all marketing activities of our Group: Immobiliare.it (Italy), Indomio.es (Spain), Immotop.lu (Luxembourg), Crozilla.com (Croatia) and LuxuryEstate (Global).

We focus mainly on:

• Performance Marketing : we design, create and manage campaigns with different business objectives (e.g. user acquisition and engagement, lead generation and brand awareness). We are one of the top advertisers in our markets, we collaborate with the best partners and our strong relationship with them allow us to develop ad-hoc projects and to access new features, products and technologies before they’re widely released;
• Analytics : our products generate hundreds of millions of events every day, by analysing these interactions we can learn about our customers and their experience, optimise marketing investments, uncover new opportunities, and support data-driven decision-making;
• Market and Competitor Insights : we study the real estate market and our industry to uncover emerging trends, discover business opportunities and forecast demand as accurately as possible to stay ahead of the curve;
• Projects : we drive growth, operational and technological improvements working cross-team and cross-competence (Tech, Product, Sales, PR & Content teams).

What we offer :

• a young and dynamic work environment;
• an opportunity in a fast-growing company;
• paid internship contract or fixed contract;
• ticket restaurants;
• free coffee and fresh fruit every day;
• break room with a foosball table;
• office located in the centre of Rome (Termini).

This announcement is addressed to people of any sex, pursuant to laws 903/77 and 125/91, and to people of all ages and all nationalities, pursuant to legislative decrees 215/03 and 216/03.