MLOps Engineer
Buscamos um especialista em MLOps para implantar, otimizar e gerenciar modelos de ML e garantir a documentação do projeto. Requer mais de 5 anos em funções relevantes e proficiência em plataformas de nuvem e frameworks de ML.
- Senior (5+ years)
- Remote
Job Responsibilities:
- Deploy and operationalize MLOps
- Implement model optimization, evaluation, training, and retraining
- Manage model workflows, version tracking, and data archival
- Monitor model performance and drift
- Create benchmarks and metrics to improve services
- Execute best practices and POCs for model operations
- Design scalable MLOps frameworks based on client needs
- Provide technical solutions for sales team RFPs
- Maintain vendor relationships and project documentation
Requirements:
- 5+ years in Software Engineering, DevOps, or Data Science/ML
- 2+ year in MLOps
- Familiar with AWS, Azure, or GCP
- Experience with Docker, Kubernetes, QA, data pipelines, and storage technologies
- Proficient in ML frameworks (PyTorch, TensorFlow)
- Knowledge of version control, CI/CD tools, and infrastructure automation
- Experience with testing, monitoring, and logging tools
- Strong teamwork and communication skills