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Niche platform and IaC skills reduce applicant competition compared to broad generalist roles.
Platform engineering skills transfer across industries but require specific cloud and tooling experience.
Extensive mandatory IaC, CI/CD, security, observability, and automation tool requirements raise filtering strictness.
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Automate configuration management and manage cloud-native infrastructure on AWS or Azure using Infrastructure as Code tools like Terraform and Ansible.
Design and maintain secure CI/CD pipelines with GitHub Actions, GitLab CI, or Azure DevOps, incorporating security best practices and observability tools such as Prometheus, Grafana, and Splunk.
Implement AI/ML integration including deploying machine learning models with MLOps, automating retraining and monitoring, and leveraging AI-driven anomaly detection and performance forecasting.
Proficiency in Infrastructure as Code: Terraform and Ansible with experience managing enterprise-scale Ansible playbooks.
Experience with CI/CD tools including GitHub Actions, GitLab CI, or Azure DevOps with a focus on security.
Strong scripting skills in Python, Bash, and PowerShell for automation and event-driven workflows (Airflow or Prefect).
Work Experience Required: Not explicitly mentioned in the JD.
Experienced in cloud-native architecture on AWS or Azure with deep understanding of cloud security and DevSecOps practices.
Skilled in automating infrastructure management, cost optimization, and performance analysis with AI/ML-driven auto-scaling and AIOps.
Capable of integrating security throughout the software development lifecycle and supporting auditability and compliance in ML and infrastructure pipelines.