Job Summary: Develop, deploy, and continuously enhance scalable Machine Learning systems for advertising; monitor model performance in production; and automate data workflows. Key Highlights: 1. Drive transformation in a media and technology company 2. A diverse team passionate about innovation 3. Work with content, news, business, technology, and Brazilian identity Globo is built by people who want to do things differently, collaboratively, and shape the future. People across Brazil (and the world!) working with content, news, business, technology—and abundant Brazilian identity. Broadcast and subscription TV channels, digital products such as Globoplay, Cartola, G1, GE, Gshow, and other services are all united under one roof: Globo. New digital business models are being conceived and developed to bring us ever closer to users and their needs. These new business opportunities also present the chance—and challenge—of building new *data-driven* teams that place the consumer at the center of our decisions. **About the Team:** We are the Data team responsible for supporting the business team’s needs at Globo! Our team comprises data scientists, data engineers, data analysts, and audience segmentation specialists. Our mission is to apply intelligence to data to overcome business challenges. **Diversity:** We foster inclusive environments where everyone feels welcomed, valued, and respected. We strive to make Globo increasingly diverse—in representation and thought—learning from each other and stimulating creativity and innovation. **Work Model:** Hybrid — São Paulo/SP **Responsibilities and Duties** **Your Day-to-Day Will Include:** * Developing, deploying, and continuously enhancing scalable Machine Learning systems for various applications within Advertising; * Monitoring and maintaining model performance in production environments; * Automating data workflows and integrating datasets for internal consumption and delivery to client teams; * Working with large volumes of structured and unstructured data. **Requirements and Qualifications** **What You Need:** * Minimum 1+ years of experience in Machine Learning Engineering; * Bachelor’s degree in Computer Science, Engineering, Statistics, Mathematics, or related fields; * Proactive, creative, and flexible mindset; * Strong interpersonal communication skills; * Ability to collaborate effectively within multidisciplinary teams. **Experience With:** * Python and SQL programming languages; * Cloud tools, especially GCP (Google Cloud Platform); * Building data pipelines in cloud environments; * Implementing ML pipeline monitoring tools; * Parallel processing frameworks (primarily Apache Spark); * Pipeline orchestration tools, especially Airflow; * Version control (Git) and Agile methodologies. **Knowledge of:** * Basic DevOps practices; * Basic containerization concepts. **Additional Differentiators:** * Prior experience in the advertising industry; * Prior experience working with Google Cloud Platform tools; * Prior experience prototyping ML models; * Knowledge of statistical inference, especially hypothesis testing; * Familiarity with statistical models: regression and time series; * Knowledge of Bayesian inference. **Additional Information** **Why Join Globo:** Come build stories and technologies together with us. At Globo, the convergence of storytelling and technology drives a diverse, innovation-obsessed team. We have the opportunity to bring Brazilians closer together by creating new ways to connect with them. Here, everyone drives transformation. Our recruitment processes are fully remote. Want to learn more about what it’s like to work at Globo? Follow our daily life, challenges, and achievements on our social media: https://www.linkedin.com/company/globo https://www.instagram.com/vempraglobo https://www.youtube.com/c/VemPraGlobo/ Your personal data will be used solely for candidate selection purposes for open positions at Globo. Personal data collected during the recruitment process for candidates not selected at this time may be retained in our databases for consideration in future recruitment processes. All collected data will be handled according to strict information security standards and in full compliance with applicable privacy laws, including Law No. 13,709/18, and in accordance with our Privacy Policy available at: https://vempraglobo.g.globo/files/politica_de_privacidade.pdf By proceeding, you acknowledge and agree to your application being processed under these terms. Globo is built by people who want to do things differently, collaboratively, and shape the future. People across Brazil (and the world!) working with content, news, business, technology—all infused with abundant Brazilian identity and talent. Broadcast and subscription TV channels, digital products such as Globoplay, Cartola, G1, GE, Gshow, and other services are all unified in one place. **At Globo, the convergence of storytelling and technology drives a diverse, innovation-obsessed team.** **We have the opportunity to bring Brazilians closer together by creating new ways to connect with them.** **Here, everyone drives transformation.** Want to be part of this transformation too? #VemPraGlobo ;)