We are looking for a Senior professional with a hybrid profile, capable of transitioning between model development (MLE) and platform/infrastructure engineering (MLOps). Our team handles the entire model lifecycle, from conception to production support. Here, you will work directly with **distributed systems**, design scalable architectures, manage cloud infrastructure, and support the team in creating auxiliary tools. It is an environment with a high degree of technical autonomy and room for innovation (including the start of new projects with LLMs). **Responsibilities and attributes** * Design, build, and maintain complex and distributed systems for the complete Machine Learning lifecycle (from ingestion to production monitoring); * Implement and evolve our MLOps architecture, including concepts of Feature Store, Model Serving, and automated CI/CD pipelines; * Manage and apply cloud infrastructure for team projects using Infrastructure as Code (IaC) practices; * Develop auxiliary tools and internal frameworks to optimize team workflows; * Ensure the application of best practices in software development (testing, clean code, sustainable architecture); * Act in partnership with business areas (Products, Customer Success, and Sales/Marketing) to translate commercial needs into viable technical solutions. **Requirements and qualifications** * Solid experience as a Machine Learning Engineer (MLE) or MLOps in production environments; * **Mandatory knowledge in Distributed Systems** and scalable architectures; * Advanced proficiency in the **Python** language and software engineering best practices; * Practical experience with massive or parallel processing tools, such as **Spark** and/or **Dask**; * Experience with cloud computing (Main stack: **AWS**, but knowledge of GCP or Azure is fully accepted); * Practical knowledge in infrastructure management using **Terraform**; * Experience with containerization (**Docker**); * Experience with the lifecycle and deployment of traditional models (Regression and Classification). **Desirable:** * Practical knowledge in **Kubernetes (K8s)**; * Experience with messaging/streaming (**Kafka**) and asynchronous processing patterns; * Knowledge of workflow orchestration tools, preferably **Prefect** (Airflow, Kubeflow, or similar are also valid); * Enthusiasm or initial experience in putting **LLMs / GenAI** into production; * Knowledge of other languages for system maintenance or performance/data flow optimization (such as **Java, Rust, C/C\+\+** or **GPU** computing); * Advanced English (reading, writing, and technical documentation). **Additional information** * Food allowance and/or Meal voucher; * Sesi and Sesc agreement, offering access to health, well\-being, and leisure services; * Partnership with Educational Institutions, with exclusive discounts on courses and educational programs; * Possibility of growth within the company and participation in strategic projects; * Opportunity to work for a company in the market in full expansion. Extractta was born with the purpose of transforming technology into real results for companies in various segments. Throughout our journey, we have consolidated ourselves as an innovation and technology consultancy that unites strategy, people, and digital solutions to support organizations in their growth and transformation challenges. We operate in different fronts, from innovation and digital transformation to project and operations management, supporting companies to achieve exceptional results through efficiency, process intelligence, and continuous adaptation. We also stand out for specialized consulting that helps our partners evolve in digital culture, communication, data, and new technologies, in addition to establishing global partnerships that allow us to bring the best solutions to our clients' ecosystem, all with a specialized team! At Extractta, we believe the differentiator lies in people. Therefore, we invest in a collaborative, innovative, and open environment where each talent has space to learn, grow, and be part of challenging projects that truly transform businesses. If you are looking for a company in constant evolution, passionate about technology, and that values the development of its employees, your place may be here. Join Extractta and come build the future with us.
João Silva
Indeed · HR
João Silva
Indeed · HR
