OUR PEOPLE, TOGETHER, LEAD WITH CONSCIOUSNESS.
At Natura, we have the potential to drive meaningful transformations. This is made possible through the innovative products of Natura and Avon; the memorable experiences of Bluma's beauty services and our financial education platform, Emana Pay. Brands and services that are relevant to those who use them and recognized for our commitment to leading regenerative businesses.
Role Type
PermanentWhat will you be doing here?
Estamos contratando uma pessoa Analytics Engineer Sênior para estar a frente na construção, otimização de produtos de dados na plataforma de dados. O nosso ambiente é baseado em Databricks, e você será a ponte estratégica entre a Engenharia de Dados e a Análise de Dados.Seu principal objetivo será transformar dados brutos em produtos de dados com qualidade, performáticos (Arquitetura Medalhão), mais do que escrever código, você aplicará boas práticas de engenharia de dados para garantir que nossos times de BI e Ciência de Dados tenham informações precisas e escaláveis para a tomada de decisão.
What knowledge and experiences will you need to bring to share with our network?
Arquitetura e Desenvolvimento: Projetar, construir e manter pipelines de processamento de dados em batch e streaming utilizando Apache Spark (PySpark) e SQL dentro do ambiente Databricks.
Modelagem de Dados: Desenhar e implementar produtos de dados dimensionais para a camada de consumo (Gold/Marts), garantindo performance e regras de negócio claras.
Otimização e Tuning: Identificar gargalos, realizar troubleshooting e aplicar técnicas avançadas de performance tuning (otimização de queries, broadcast joins, particionamento e z-ordering em Delta Tables).
Boas Práticas e Qualidade: Seguir/trazer os processos de desenvolvimento de produtos de dados: versionamento de código (Git), CI/CD, testes automatizados e code reviews.
Governança: Estruturar catálogos de dados e metadados (Unity Catalog), garantindo e documentação clara.
Sólida experiência comprovada atuando como Analytics Engineer, Data Engineer ou função similar em nível Sênior.
Databricks: Domínio prático do ecossistema Databricks (Delta Lake, Workflows, Jobs) e profunda experiência com SQL, Spark.
Python: linguagem para desenvolvimento de pipelines robustos, scripts de automação e integração de APIs.
SQL Avançado: Capacidade de escrever, analisar e otimizar queries analíticas altamente complexas.
Modelagem de Dados: Forte entendimento conceitual e prático de modelagem (Star Schema, Snowflake) e arquitetura Medalhão (Bronze, Silver, Gold).
Engenharia de Software: Familiaridade com Git, boas práticas de Clean Code, esteiras de CI/CD e testes em pipelines de dados.
#LI-HA1
What will you find here?
We are more than just a workplace: we build and live the Well-Being Ecosystem daily, based on the harmonious relationship between each individual, their surroundings, and the environment they are part of. In addition to offering benefits focused on social, physical, financial, mental, and emotional well-being, we promote an environment of prosperity, belonging, and purpose, strengthening a solid network of support, expanded awareness, and respect for diversity, equity, and inclusion.
We are a movement that transforms the way of living and doing business across 14 countries in Latin America, always guided by consciousness.
Do you know someone at Natura?
If so, ask for their corporate email and use it to request a recommendation when applying for a position. It’s an excellent opportunity to strengthen your network and advance in our selection process!
Natura celebrates and embraces diversity in all its forms and pluralities.
We encourage #Women, #BlackPeople, #PeopleWithDisabilities, individuals from the #LGBTQIA+ community, #PregnantWomen, and people aged #50+ to apply for this position
Skills Required
- Solid proven experience as a Senior Analytics Engineer, Data Engineer, or in a similar senior-level role
- Practical mastery of the Databricks ecosystem, including Delta Lake, Workflows, and Jobs
- Deep experience with SQL and Apache Spark
- Python for robust pipeline development, automation scripts, and API integration
- Advanced SQL skills, including writing, analyzing, and optimizing complex analytical queries
- Strong practical and conceptual understanding of data modeling, including Star Schema, Snowflake, and Medallion architecture
- Familiarity with Git, Clean Code practices, CI/CD pipelines, and automated data-pipeline testing
What We Do
Natura is a Brazilian multinational and the leading beauty and personal care company in Latin America, recognized as a benchmark in Direct Sales. It offers beauty and well-being products with innovation, sustainability, and positive impact at their core.
