Software Engineer, Cloud Infrastructure (Multiple Seniority Levels)

Tasks

• Build CI CD pipelines for apps and ML pipelines
• Build RAG pipelines with chunking embedding and retrieval
• Build ingestion processing pipelines with Glue and Lake Formation
• Build knowledge bases and data syncs
• Create offline and online evaluation harnesses
• Design provision and maintain AWS infrastructure
• Implement PII detection redaction and access controls
• Implement guardrails rate limits and provider routing
• Implement streaming batching and backoff for LLM calls
• Instrument telemetry with CloudWatch and OpenTelemetry
• Manage IoT edge deployment and secure messaging
• Operate secure networking with VPC and IAM
• Operate vector search and tune recall latency and cost
• Optimize storage and data movement with S3 and Glacier
• Orchestrate workflows with Step Functions or Airflow
• Stand up and operate LLM inference endpoints
• Tune retrieval context caching and inference performance

Perks/Benefits

• 401k
• Healthcare coverage
• PTO
• Paid Company Holidays
• Phone stipend
• Wellness stipend

Skills/Tech-stack

AWS | AWS CDK | AWS CloudWatch | AWS IAM | AWS KMS | AWS Lambda | AWS Secrets | AWS Secrets Manager | AWS Step Functions | Access Control | Airflow | Amazon Athena | Amazon Bedrock | Amazon ECS | Amazon EKS | Amazon S3 | Amazon SQS | Amazon SageMaker | Amazon VPC | Aurora PostgreSQL | Autoscaling | Bedrock Guardrails | CI/CD | CodeBuild | CodePipeline | EventBridge | GitHub Actions | Glue | Lake Formation | Langchain | OpenSearch | OpenSearch Serverless | OpenTelemetry | PGVector | PII Redaction | Pinecone | Quantization | RAG | Redis | Secrets Manager | Step Functions | Terraform | Vector Databases