Machine Learning Operations Specialist
hace 4 días
MLOps Engineer Role Summary
VASS Mexico seeks a skilled MLOps Engineer to join our team. As a key member, you will collaborate with stakeholders to understand business requirements and align machine learning initiatives with overall goals.
Key Responsibilities:
- Collaborate with business stakeholders, data scientists, and software engineers to understand their requirements and align machine learning initiatives.
- Work on solutions that integrate with existing enterprise systems, databases, and APIs, ensuring smooth data flow.
- Define and implement robust processes for deploying machine learning models into production environments.
- Establish monitoring mechanisms to track model performance, identify anomalies, and trigger retraining or updates.
- Identify potential risks and challenges related to machine learning operations and propose mitigation strategies.
- Continuously evaluate and optimize the machine learning operations infrastructure and processes.
- Build and support data flows for moving or sourcing data sets for training.
Requirements:
- Proficient in Python, with knowledge of C# and Java, and background knowledge of scripting languages.
- Strong knowledge of machine learning concepts, frameworks, and technologies.
- Experience with MLOps tools and practices, such as CI/CD, Docker, Kubernetes, and MLflow.
- Experience with SQL and NoSQL databases, and designing and deploying machine learning models in cloud environments.
- Proficiency in using K8s for deploying models, inference workloads, and applications.
- Demonstrated expertise in architecting scalable and secure machine learning infrastructure.
About VASS Mexico:
VASS Mexico is a dynamic company that is constantly growing. We offer a great work environment, flexible hours, and various health and wellness initiatives. Our teams make it possible for us to achieve our goals, and we are proud to be an Equal Opportunity Employer.
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