ML Opns Lead Engineer
Engineering•Contract•9+ years•
Required Skills18 skills
Azure
AWS
Azure OpenAI
Bedrock
Anthropic Claude
OpenAI API
Terraform
ARM
Bicep
CloudFormation
AWS CDK
Docker
Kubernetes
Grafana
Prometheus
App Insights
Log Analytics
Azure Monitor
Job Description
<ul><li>✨ Design, deploy, and manage cloud-based infrastructures leveraging Azure and AWS services.</li><li>✨ Implement and optimize AI/ML pipelines, including training, deployment, retraining, monitoring, and drift detection.</li><li>✨ Work with Generative AI platforms (Azure OpenAI, Bedrock, Anthropic Claude, OpenAI API, LlamaCloud, LangChain).</li><li>✨ Apply AI red teaming, prompt security scans, jailbreak risk mitigation, and token usage optimization.</li><li>✨ Set up and maintain CI/CD pipelines using Azure DevOps or AWS CodePipeline.</li><li>✨ Implement infrastructure-as-code (IaC) using Terraform, ARM/Bicep, CloudFormation, AWS CDK.</li><li>✨ Build and manage containerized applications using Docker and Kubernetes.</li><li>✨ Design and configure networking, DNS, VPNs, VNets, and load balancing.</li><li>✨ Apply advanced security, IAM, RBAC, Azure Policies, AWS SCPs, audit logging.</li><li>✨ Support database services across OLTP/OLAP including Cosmos DB, DynamoDB, RDS, Aurora, Redshift, SQL.</li><li>✨ Integrate observability tools such as Grafana, Prometheus, App Insights, Log Analytics, Azure Monitor.</li><li>✨ Work with stakeholders to ensure business-aligned AI/ML deployments.</li><li>✨ Conduct unit testing and integration testing as part of CI/CD.</li></ul>- ✨ Design, deploy, and manage cloud-based infrastructures leveraging Azure and AWS services.
- ✨ Implement and optimize AI/ML pipelines, including training, deployment, retraining, monitoring, and drift detection.
- ✨ Work with Generative AI platforms (Azure OpenAI, Bedrock, Anthropic Claude, OpenAI API, LlamaCloud, LangChain).
- ✨ Apply AI red teaming, prompt security scans, jailbreak risk mitigation, and token usage optimization.
- ✨ Set up and maintain CI/CD pipelines using Azure DevOps or AWS CodePipeline.
- ✨ Implement infrastructure-as-code (IaC) using Terraform, ARM/Bicep, CloudFormation, AWS CDK.
- ✨ Build and manage containerized applications using Docker and Kubernetes.
- ✨ Design and configure networking, DNS, VPNs, VNets, and load balancing.
- ✨ Apply advanced security, IAM, RBAC, Azure Policies, AWS SCPs, audit logging.
- ✨ Support database services across OLTP/OLAP including Cosmos DB, DynamoDB, RDS, Aurora, Redshift, SQL.
- ✨ Integrate observability tools such as Grafana, Prometheus, App Insights, Log Analytics, Azure Monitor.
- ✨ Work with stakeholders to ensure business-aligned AI/ML deployments.
- ✨ Conduct unit testing and integration testing as part of CI/CD.
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