Offer summary

Qualifications:

Experience in developing and implementing MLOps solutions., Advanced knowledge of Python and ML frameworks such as TensorFlow, PyTorch, or Scikit-learn., Familiarity with cloud platforms (AWS, GCP, Azure) and infrastructure tools like Terraform or CloudFormation., Understanding of DevOps concepts and best practices in software development..

Key responsabilities:

Design, develop, and maintain ML pipelines for training, validating, deploying, and monitoring models in production.

Implement CI/CD practices for Machine Learning workflows.

Collaborate with data scientists and software engineers to optimize models and deployment processes.

Continuously monitor and improve the performance of models in production.

Job description

Job opportunity only available for LATAM residents

Responsibilities:

Design, develop, and maintain ML pipelines for training, validating, deploying, and monitoring models in production.
Implement CI/CD practices for Machine Learning workflows.
Manage cloud or on-premise infrastructure to support ML models in production.
Collaborate with data scientists and software engineers to optimize models and deployment processes.
Continuously monitor and improve the performance of models in production.
Ensure security and governance of ML models.
Manage containers and orchestration using tools like Docker and Kubernetes.
Implement versioning and traceability tools for models.

Requirements:

Experience in developing and implementing MLOps solutions.
Advanced knowledge of Python and ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
Experience with orchestration tools like Airflow, Kubeflow, or MLflow.
Familiarity with cloud platforms (AWS, GCP, Azure) and infrastructure tools like Terraform or CloudFormation.
Experience in continuous integration and deployment (CI/CD) applied to ML.
Ability to work with SQL and NoSQL databases.
Experience with monitoring and logging tools like Prometheus, Grafana, or ELK Stack.
Understanding of DevOps concepts and best practices in software development.

What do we offer?