Data Engineer

1 dia atrás

Poços de Caldas, Brasil Heartcentrix Solutions Tempo inteiro

We are seeking a highly skilled Python Data Engineer with an AI/ML focus to join our client's growing data & analytics team in Brazil. This role is ideal for someone who loves building scalable data pipelines, operationalizing machine learning workflows, and partnering closely with data scientists to bring models into production.You will design, develop, and maintain data infrastructure that powers AI-driven insights across the organization, including data models and pipelines that run through Snowflake. This is a fully remote position working with cross-functional product, engineering, and analytics teams.Key ResponsibilitiesBuild, optimize, and maintain ETL/ELT pipelines using Python, modern data engineering frameworks, and Snowflake as a central data warehouse.Architect and manage data workflows, ensuring accuracy, scalability, and reliability.Work closely with data scientists to deploy, monitor, and tune machine learning models.Develop feature engineering pipelines, preprocessing workflows, and model-serving APIs.Integrate data from various sources (APIs, databases, cloud storage, streaming platforms).Implement MLOps best practices including versioning, CI/CD for ML, and automated retraining workflows.Optimize data storage, compute usage, and performance within Snowflake and cloud-native tools (AWS, GCP, or Azure).Create and maintain documentation, data catalogs, and operational guides.Monitor data system performance and recommend improvements.Required Skills & Experience3–7+ years of experience as a Data Engineer, Python Engineer, or similar backend/data role.Strong proficiency in Python, including building production-grade data pipelines.Experience with Snowflake—data modeling, Snowpipe, tasks, streams, stored procedures, and performance optimization.Experience with AI/ML workflows: feature engineering, inference pipelines, or deploying models.Proficiency in SQL and relational databases (PostgreSQL, MySQL, SQL Server).Hands-on experience with at least one cloud platform (AWS, GCP, or Azure).Experience using data orchestration tools like Airflow, Prefect, or Dagster.Familiarity with MLOps tools such as MLflow, Kubeflow, SageMaker, Vertex AI, or similar.Strong understanding of data modeling, data warehousing, and distributed systems.Preferred QualificationsExperience with Spark, Databricks, or other big-data processing tools.Experience ingesting and transforming data at scale on Snowflake, including optimization of virtual warehouses.Familiarity with Kafka, Kinesis, or other streaming platforms.Understanding of CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins, etc.).Exposure to deep learning frameworks (TensorFlow, PyTorch).Experience working with Brazilian clients or LATAM distributed engineering teams.

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