Senior MLOps Architect - Scalable ML Platforms & CI/CD

Programmers.io; Detroit (MI); Vor Ort; USD 150.000 - 190.000; Vollzeit

Zusammenfassung

Programmers.io seeks an experienced MLOps Architect to design scalable ML platforms and production-grade ML/AI solutions. You will lead end-to-end ML model lifecycle, CI/CD pipelines, and cloud-native architectures using AWS/Azure/GCP.

Extensive collaboration with cross-functional teams and a focus on security, governance, and reliability are essential. The role requires hands-on experience with Docker, Kubernetes, MLflow, Kubeflow, and modern ML frameworks, plus strong cloud knowledge across

Qualifikationen

• 8+ years in software/cloud/ML engineering with strong MLOps experience.
• Hands-on with MLOps architecture and ML lifecycle management.
• Experience with Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn).
• Strong Docker, Kubernetes, and CI/CD experience.
• Experience with MLflow, Kubeflow, SageMaker, Azure ML, or Vertex AI.
• Knowledge of AWS, Azure, or GCP.

Aufgaben

• Design and architect scalable MLOps platforms and ML infrastructure.
• Build end-to-end ML model lifecycle from development to monitoring.
• Develop CI/CD/CT pipelines for ML models and data workflows.
• Implement model versioning, experiment tracking, and automated deployment.
• Create ML solutions using AWS, Azure, or GCP cloud platforms.
• Work with Docker and Kubernetes for containerized ML workloads.
• Implement model monitoring, drift detection, and production observability.
• Integrate data pipelines with ML training and inference workflows.
• Establish security, governance, scalability, and reliability standards.
• Collaborate with Data Scientists, ML Engineers, Data Engineers, DevOps, and Architecture teams.
• Troubleshoot production ML systems and optimize deployment processes.

Kenntnisse

MLOps

ML lifecycle

Python

Docker

Kubernetes

CI/CD

Cloud platforms

Git/Jenkins

Terraform

Model monitoring

Tools

TensorFlow

PyTorch

Scikit-learn

MLflow

Kubeflow

SageMaker

Azure ML

Vertex AI

Jobbeschreibung

Programmers.io seeks an experienced MLOps Architect to design scalable ML platforms and production-grade ML/AI solutions. You will lead end-to-end ML model lifecycle, CI/CD pipelines, and cloud-native architectures using AWS/Azure/GCP.

Extensive collaboration with cross-functional teams and a focus on security, governance, and reliability are essential. The role requires hands-on experience with Docker, Kubernetes, MLflow, Kubeflow, and modern ML frameworks, plus strong cloud knowledge across