Software Engineer, Cloud Infrastructure (Multiple Seniority Levels)
Tasks
- Build CI CD for apps infra and ML pipelines
- Build LLM application services with streaming and batching
- Build ingestion processing pipelines and data catalogs
- Create offline and online eval harnesses
- Design chunking and embedding pipelines
- Design provision and maintain AWS infrastructure
- Implement guardrails and rate limits
- Implement prompt and tool execution flows
- Instrument telemetry with CloudWatch and OpenTelemetry
- Integrate retrieval services into user facing features
- Manage IoT deployments and secure device messaging
- Operate secure networking with VPC and IAM
- Operate vector search and knowledge bases
- Optimize inference with autoscaling
- Stand up and operate model endpoints
- Tune retrieval quality context and caching
Perks/Benefits
Skills/Tech-stack
AWS | AWS CDK | AWS CodeBuild | AWS CodePipeline | AWS Secrets | AWS Secrets Manager | Access Control | Airflow | Amazon Bedrock | Amazon SageMaker | Athena | Audit Logging | Aurora PostgreSQL | Autoscaling | Bedrock Knowledge Bases | CI/CD | Caching | CloudWatch | ECS | EKS | Event Driven | Event-driven architecture | EventBridge | GitHub Actions | Glue | Guardrails | Human-in-the-loop | IAM | KMS | Knowledge bases | Lake Formation | Lambda | Langchain | OpenSearch | OpenSearch Serverless | OpenTelemetry | PGVector | PII Detection | Pinecone | PrivateLink | Python | Quantization | Rate Limiting | Redis | S3 | SQS | Secrets Manager | Step Functions | Terraform | The Loop | VPC | VPC Endpoints | Vector Database
Education
N/A
Regions
Countries
States
Cities
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