MLOps Engineer: On-Site Cloud Pipelines

Placements24; Chihuahua; Vor Ort; MXN 420.000 - 660.000; Vollzeit

Benefits dieser Stelle

Health and dental insurance

Retirement savings plan

Paid vacation and holidays

Zusammenfassung

Placements24 is seeking an experienced MLOps Engineer to join our Ciudad Juárez team on-site. You will design, build, and maintain CI/CD pipelines for ML models and manage the infrastructure to train and serve them in production.

You will work closely with data scientists and software engineers to ensure scalable, reliable AI deployments, implement monitoring, and stay current with MLOps best practices. The role emphasizes collaboration in an on-site team environment.

Qualifikationen

• Bachelor's degree in Computer Science, Engineering, or a related field.
• 3+ years of experience in DevOps or MLOps roles.
• Proven experience in building and managing CI/CD pipelines (e.g., Jenkins, GitLab CI, GitHub Actions).
• Strong experience with cloud platforms (AWS, Azure, or GCP) and containerization technologies (Docker, Kubernetes).
• Familiarity with scripting languages (e.g., Python, Bash).
• Understanding of machine learning concepts and workflows.
• Experience with infrastructure as code tools (e.g., Terraform, Ansible) is a plus.
• Excellent problem-solving and debugging skills.
• Strong collaboration and communication skills for an on-site team environment.

Aufgaben

• Design, build, and maintain CI/CD pipelines for machine learning models.
• Automate the deployment, monitoring, and management of ML models in production environments.
• Develop and manage infrastructure for training and serving ML models, utilizing cloud platforms (e.g., AWS, Azure, GCP).
• Implement monitoring and alerting systems to track model performance and system health.
• Collaborate with data scientists to optimize models for production deployment.
• Ensure the security, scalability, and reliability of ML infrastructure.
• Troubleshoot and resolve issues related to ML pipelines and production systems.
• Stay up-to-date with the latest MLOps tools, technologies, and best practices.

Kenntnisse

CI/CD pipelines

Cloud platforms

Containerization

Scripting

Infrastructure as Code

ML concepts

CI/CD tooling

On-site collaboration

Ausbildung

Bachelor's degree in CS/Engineering or related field

Tools

Jenkins

GitLab CI

GitHub Actions

Docker

Kubernetes

Terraform

Ansible

Jobbeschreibung

Placements24 is seeking an experienced MLOps Engineer to join our Ciudad Juárez team on-site. You will design, build, and maintain CI/CD pipelines for ML models and manage the infrastructure to train and serve them in production.

You will work closely with data scientists and software engineers to ensure scalable, reliable AI deployments, implement monitoring, and stay current with MLOps best practices. The role emphasizes collaboration in an on-site team environment.