drjobs Lead MLOps Engineer

Lead MLOps Engineer

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1 Vacancy
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Job Location drjobs

Dallas - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Job Title: Lead MLOps Engineer
Location: Dallas TX (Hybrid)
Duration: 6 months
Skills:
  • MLOps
  • CI/CD pipelines
  • AWS
  • Python
  • TensorFlow
  • Terraform
Key Responsibilities
  • Model Deployment & Serving
  • Deploy ML models into production environments using tools such as Docker Kubernetes and model serving frameworks (e.g. TensorFlow Serving TorchServe MLflow).
  • Implement CI/CD pipelines for ML workflows.
  • Pipeline Development & Automation
  • Build and maintain end-to-end machine learning pipelines for data ingestion preprocessing training validation deployment and monitoring.
  • Automate model retraining and versioning to ensure continuous improvement.
  • Monitoring & Maintenance
  • Set up monitoring and alerting systems for model performance data drift and infrastructure health.
  • Troubleshoot and resolve model degradation issues in production.
  • Collaboration & Integration
  • Collaborate with data scientists to transition models from experimentation to production-ready systems.
  • Work with DevOps and cloud teams to ensure ML workloads are scalable and cost-efficient.
  • Security & Compliance
  • Ensure compliance with data governance security and privacy regulations.
  • Manage role-based access control (RBAC) for ML infrastructure.

Employment Type

Full-time

Company Industry

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