AI Operational Risk Analyst
An AI Operational Risk Analyst identifies, quantifies, and mitigates the unique risks introduced by AI and machine learning system…
Skill Guide
Cloud Infrastructure Security (AWS, GCP, Azure) is the discipline of architecting, configuring, and continuously managing security controls across virtual networks, compute, storage, and identity services to protect data, workloads, and applications hosted in public cloud environments.
Scenario
You have a static website (HTML/CSS/JS) that needs to be hosted globally with HTTPS, but must not be publicly writable.
Scenario
Your company is launching a new microservice. You must deploy it on AWS ECS Fargate behind an Application Load Balancer with security best practices baked in.
Scenario
Your enterprise is migrating 50+ workloads to AWS and needs a secure, compliant, and scalable account structure with centralized security monitoring.
Core services for enforcing identity, access, and compliance at scale within each provider. Use them as the foundational control plane for all security decisions.
Integrate into CI/CD pipelines to automatically detect misconfigurations in Terraform, CloudFormation, or Kubernetes manifests before deployment. Essential for shift-left security.
Aggregate and analyze logs for threat detection and compliance. Use for real-time alerting on suspicious API calls (e.g., root login, security group changes) and forensics.
Continuously assess compute (EC2, VMs), containers, and serverless functions for vulnerabilities and misconfigurations. Provides a unified view of risk across multi-cloud.
Answer Strategy
Structure the answer using the NIST Incident Response Lifecycle (Preparation, Detection & Analysis, Containment, Eradication & Recovery, Post-Incident Activity). Sample: 'First, I'd verify the alert via CloudTrail logs to confirm the bucket name and IAM principal that made it public. For containment, I'd immediately revert the bucket policy and enable block public access at the account level. Eradication involves rotating any credentials that had access and assessing data exposure via S3 access logs. Recovery includes restoring from a known-good backup if data was tampered with. Post-mortem, I'd root-cause the misconfiguration-likely an overly permissive IAM policy or IaC template-and implement preventive controls like Service Control Policies (SCPs) and mandatory Checkov scans in the CI/CD pipeline.'
Answer Strategy
Test for depth in VPC design, security groups, and layered defense. Sample: 'I'd place the web tier in public subnets behind an ALB with a security group allowing only inbound 443 from the internet. The app tier in private subnets would have a security group allowing inbound traffic only from the web tier's security group on the application port (e.g., 8080). The database tier in isolated private subnets would allow inbound only from the app tier's security group on the DB port (e.g., 5432). For zero-trust, I'd enforce least-privilege IAM roles for each tier, use AWS PrivateLink for any AWS service access, and encrypt all traffic in transit with TLS. No tier would have a route to the internet except via a NAT gateway for patching, which is further restricted by network ACLs.'
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