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Job Description
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Job Summary: |
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Manage and optimize AWS infrastructure (EC2, VPC, Route 53, NAT Gateway, Auto Scaling, Kubernetes, EKS) for generative AI solutions, ensuring scalable, secure deployments with Terraform, n8n, and tools like Docker. |
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Key Requirements (8 Points): |
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1. Deploy LLMs on AWS Bedrock using boto3 for scalable inference. |
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2. Manage SageMaker pipelines for LLM fine-tuning with EKS/ECS and Auto Scaling. |
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3. Configure CI/CD with GitlabCI and Terraform. |
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4. Set up RAG infrastructure with AWS OpenSearch and langchain in VPCs. |
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5. Deploy AI agents (crewai/autogen) on AWS Lambda with n8n |
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6. Orchestrate deployments with Docker on Amazon ECS/EKS using Kubernetes. |
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7. Manage networking with Route 53 and NAT Gateway for secure access. |
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8. Monitor infrastructure with Amazon CloudWatch and wandb. |
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Must-Have Skills: |
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· 7+ years DevOps experience with AWS and AI workflows. |
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· Expertise in AWS Bedrock, SageMaker, EC2, VPC, Route 53, NAT Gateway, Auto Scaling, ECS/EKS, boto3. |
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· Proficiency in Terraform, Docker, Kubernetes, langchain, n8n workflows. |
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· Experience with CI/CD (CodePipeline/CodeBuild) and monitoring. |
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Preferred Skills: |
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· AWS certification (DevOps Engineer/Solutions Architect). |
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· Familiarity with llama-index, n8n templates |
Skills
LangChainLLMGenerative AIRAGAWSDockerKubernetesTerraformCI/CDLambdaEC2DevOpsNetworkingIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
About Company
Tredence is a leading data science and analytics company driving business impact through cutting-edge insights and solutions. With a focus on innovation and collaboration, Tredence empowers organizations to harness the power of data to make informed decisions and achieve strategic goals. Our talented team of data scientists, analysts, and consultants deliver transformative outcomes across industries, driving growth and competitive advantage. Join Tredence to embark on a rewarding career where you can contribute to solving complex business challenges and shaping the future of analytics. Explore exciting career opportunities and unlock your potential with Tredence today.
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