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15 minutes ago
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devops terraform github actions aws pythonπ Description
- Design, implement, and maintain platforms for ML models and AI agents.
- Develop and optimize CI/CD pipelines for AI/ML workflows.
- Collaborate with data scientists and engineers to productionize ML models.
- Ensure scalable, secure infrastructure with reliability and observability.
- Lead model governance, versioning, testing, and validation.
- Improve platform performance and mentor the team on MLOps standards.
π― Requirements
- 5β7 years of experience in MLOps, DevOps, software engineering, or related fields.
- Experience building and maintaining scalable ML infrastructure and pipelines.
- Expertise with cloud platforms (AWS, Azure, or GCP), especially managed AI/ML services.
- Proficiency with Docker, Kubernetes, and orchestration tools.
- ML lifecycle management, monitoring, versioning, and experiment tracking (MLflow, Kubeflow, Weights & Biases).
- Infra-as-code with Terraform and CI/CD automation (GitHub Actions, Jenkins).
π Benefits
- Health care options via Collective Health and Kaiser (CA/CO).
- 401k with employer matching.
- Generous vacation policy.
- Paid sick leave.
- Family-friendly benefits and parental leave.
- Wellness and mental health resources.
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