Machine Learning Systems Architect

Há 2 dias


Votorantim, Brasil Bebeeai Tempo inteiro

About the RoleWe are seeking a highly skilled Machine Learning Systems Architect to join our team.As a key member of our software engineering team, you will design, develop, and deploy scalable, production-ready machine learning systems and end-to-end pipelines on AWS.Key ResponsibilitiesDesign and DeploymentCreate robust data pipelines and orchestration workflows to support ML systems at scale.Implement and optimize ML models (supervised, unsupervised, deep learning, NLP, recommendation systems) with a focus on performance, accuracy, and reliability.Build and maintain robust ML infrastructure — including data ingestion, model training, deployment, serving, monitoring, and lifecycle management — using AWS services.Collaboration and LeadershipPartner with data scientists, software engineers, and product teams to define requirements, select algorithms, and deliver impactful ML solutions.Lead the data preparation and feature engineering process, ensuring data quality, integrity, and scalability across large datasets.Provide technical leadership and mentorship to junior engineers, guiding best practices throughout the ML lifecycle.Tech ExpertiseExpert proficiency in Python and ML frameworks such as TensorFlow, PyTorch, and scikit-learn.Proficiency with TypeScript for building ML-integrated backend services and automation workflows.Familiarity with platforms such as MLflow, Kubeflow, or Amazon SageMaker for model lifecycle management.Additional RequirementsBachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field.7+ years of professional experience designing, building, and deploying machine learning models in production environments.Strong hands-on experience with AWS for ML workflows (data pipelines, model training, deployment, and monitoring).Preferred QualificationsExperience with large language models (LLMs), retrieval-augmented generation (RAG) pipelines, or agentic AI systems.Expertise in deep learning, NLP, time-series forecasting, or computer vision.BenefitsMacbook Purchase SupportWellbeing Support



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