Machine Learning Pipeline Architect
Há 4 dias
The Senior MLOps Engineer will be responsible for designing, implementing, and managing robust MLOps pipelines for deploying, monitoring, and maintaining machine learning models in production environments.
This role involves collaborating with cross-functional teams to ensure seamless integration of ML models into existing systems and processes. The ideal candidate will have strong experience in MLOps or a related field, proficiency in deploying and managing machine learning models using tools like Kubernetes, Docker, and orchestration platforms, and solid programming skills in languages like Python.
Job Responsibilities:
- Design and implement MLOps pipelines for deploying, monitoring, and maintaining machine learning models.
- Collaborate with cross-functional teams to integrate ML models into existing systems and processes.
- Continuously improve CI/CD processes to automate model training, evaluation, and deployment.
- Implement and maintain monitoring solutions to track model performance, data quality, and system reliability.
- Troubleshoot and resolve issues related to machine learning infrastructure and pipelines.
Required Skills and Qualifications:
- Bachelor's degree or higher in Computer Science, Engineering, or a related field.
- Strong experience in MLOps or a related field.
- Proficiency in deploying and managing machine learning models using tools like Kubernetes, Docker, and orchestration platforms.
- Strong programming skills in languages like Python, and experience with version control systems.
- Solid understanding of containerization, virtualization, and infrastructure as code principles.
Benefits:
As a member of our team, you will have the opportunity to work on cutting-edge technology and collaborate with talented professionals from around the world. We offer a dynamic and supportive work environment that fosters growth and development.
Others:
At our company, we believe that each of us has the power to make an impact. We put our team members at the center of everything we do and are looking for individuals who share our passion for innovation and excellence.
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