
AI-Driven Infrastructure Architect
3 days ago
Overview:
We are seeking a seasoned DevOps engineer to drive automation, platform reliability, and robust software delivery pipelines using both conventional practices and advanced AI/ML techniques in global enterprises.
Key Responsibilities:
- Design, deploy, and manage CI/CD pipelines and infrastructure automation, leveraging AI for efficiency.
- Implement infrastructure as code and environment provisioning, including AI-powered script and configuration generation.
- Monitor and optimize system reliability, availability, and security—using AI/ML for predictive alerts and intelligent scaling.
- Establish DevSecOps best practices, compliance controls, and MLOps (CI/CD for ML workflows).
- Troubleshoot complex infrastructure, deployment, and ML model serving issues.
Core Technical & AI/ML Skills:
- Deep experience with IaC tools (Terraform, Ansible, CloudFormation), scripting (Python, Bash), and AI-enhanced automation.
- Build and maintain CI/CD (Jenkins, GitLab CI, GitHub Actions, ArgoCD).
- Cloud infrastructure (AWS, Azure, GCP), container orchestration (Kubernetes, Docker).
- Logging, monitoring, and observability (Prometheus, Grafana, ELK/EFK), including AI-driven log analysis and incident prediction.
- Experience supporting MLOps: deploying ML workflows, ensuring model traceability and compliance.
- Use of AI assistants and workflow tools to script, manage incidents, and enforce security policies (OPA, Sentinel).
Soft Skills:
- Influential in driving DevOps culture change.
- Strong communicator across development, security, and business teams.
- Mentorship and process rigor, open-minded to AI-driven productivity improvements.
- High accountability, initiative, and a proactive approach to emerging technologies.
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