Scalable Machine Learning System Expert
Há 4 horas
We are seeking a seasoned professional to join our Data team as a key specialist in designing and deploying large-scale machine learning systems.
This mission-critical role involves owning the architecture, training, monitoring, and exposure of machine learning models in production environments. Your expertise will drive business growth through data-driven insights and innovative solutions.
Your day-to-day impact includes:
- Owning the design of scalable system architecture for machine learning model development and deployment;
- Designing, developing, and maintaining high-performance infrastructure for ML pipelines and APIs;
- Implementing and managing continuous integration and continuous deployment (CI/CD) pipelines for ML model updates and monitoring;
- Collaborating closely with cross-functional teams to ensure seamless integration of ML models into production environments;
- Ensuring compliance with security and privacy requirements, particularly in financial contexts;
- Troubleshooting and optimizing ML production systems for performance, reliability, and scalability;
- Sharing knowledge, mentoring, and supporting team members in best practices for MLOps, API development, and productionization of machine learning models.
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