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System Engineer – CI/CD & MLOps Specialist
Infinite Computer Solutions · San Jose
Descripcion del puesto
About the role
You will design, build, and manage robust CI/CD pipelines and infrastructure automation for data processing and machine‑learning model deployment. Working closely with data engineers and data scientists, you will streamline complex data workflows and implement DataOps/MLOps best practices in cloud environments.
Key responsibilities
- Develop and maintain CI/CD pipelines tailored for data and ML workloads.
- Implement Infrastructure as Code (IaC) using Terraform, CloudFormation, Ansible, etc.
- Provision and manage data‑intensive infrastructure on AWS, Azure, or GCP.
- Containerize data pipelines and ML models with Docker and orchestrate them using Kubernetes.
- Collaborate with cross‑functional teams to translate MLOps requirements into technical solutions.
- Set up monitoring, logging, and alerting for data platforms and ML systems.
Required profile
- Hands‑on experience with CI/CD for data and ML pipelines.
- Strong knowledge of IaC principles and cloud data services.
- Ability to work with container technologies and orchestration tools.
- Effective communication skills for cross‑team collaboration.
Required skills
- CI/CD, IaC
- Terraform, CloudFormation, Ansible
- AWS, Azure, GCP
- S3, Glue, Redshift, EMR, SageMaker, Azure Data Factory, Synapse, Dataflow, BigQuery, AI Platform
- Docker, Kubernetes
- Python
- Prometheus, Grafana, ELK Stack, CloudWatch, Datadog
- Apache Airflow, Kubeflow Pipelines
- Spark, Kafka
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Publicado hace 2 meses
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Infinite Computer Solutions
San Jose