Cloud Infrastructure Engineer for Airline Solutions
hace 1 mes
Key Responsibilities
- Collaborate closely with the Machine Learning Engineering team to deploy and manage Machine Learning models through the development of robust ML pipelines.
- Establish and implement Site Reliability Engineering (SRE) metrics.
- Oversee the administration and monitoring of team platforms.
- Ensure the infrastructure operates effectively and efficiently.
- Monitor and manage our applications to ensure optimal performance.
- Act as the primary advocate for best practices and operationalization necessary for model deployment and interaction within a scalable production environment.
- Foster a technical culture that promotes data product development through DevOps, SRE, and MLOps methodologies.
Required Qualifications
- A minimum of 3 years of experience in roles such as Software Engineer, DevOps Engineer, SRE, or ML Engineer.
- Proficiency in Python programming.
- Experience working within UNIX/LINUX environments.
- Skilled in creating Continuous Integration/Continuous Deployment (CI/CD) pipelines.
- Familiarity with Docker for containerization.
- Experience in deploying, managing, and scaling AI models and applications in production settings utilizing DevOps principles.
- Proficient in version control using GIT.
- Good command of spoken English.
- Experience with cloud service platforms, preferably Google Cloud Platform (GCP).
- Strong communication skills and ability to work collaboratively.
Preferred Qualifications
- Experience with Kubernetes for container orchestration.
- Background in designing and implementing automated testing frameworks.
- Knowledge of observability and monitoring practices.
- Understanding of the full lifecycle of Machine Learning models.
- Experience with Infrastructure as Code, particularly with Terraform.
- Familiarity with Jenkins for automation.
- Aptitude for identifying potential improvements, challenges, and solutions in architectural design.
- Experience with monitoring tools such as Grafana, Datadog, or Nagios.
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