Software Engineer, Cloud Infrastructure (Multiple Seniority Levels)
Tasks
- Build and maintain CI CD for apps and ML pipelines
- Build and maintain LLM application services
- Build and maintain knowledge bases and data syncs
- Build data ingestion and processing pipelines
- Create evaluation harnesses for prompts and retrievers
- Deploy and operate LLM model endpoints
- Design and provision AWS infrastructure using IaC
- Design chunking and embedding pipelines for RAG
- Implement prompt and tool execution workflows
- Implement safety privacy and compliance controls
- Instrument observability with telemetry and dashboards
- Integrate retrieval services into user facing features
- Manage IoT edge deployment and messaging
- Operate secure networking with VPC and IAM
- Operate vector search and tune retrieval performance
- Optimize retrieval context caching and inference performance
Perks/Benefits
Skills/Tech-stack
AWS | AWS CDK | Access Control | Airflow | Athena | Audit Logging | Aurora PostgreSQL | Autoscaling | Bedrock | Bedrock Guardrails | CI/CD | CloudWatch | CloudWatch Budgets | CodeBuild | CodePipeline | ECS | EKS | Event Driven | Event Ingestion | Event ingestion pipelines | Event-driven architecture | EventBridge | GitHub Actions | Glacier | Glue | Human-in-the-loop | IAM | Ingestion pipelines | KMS | Knowledge bases | Lake Formation | Lambda | Langchain | Model Serving | OpenSearch | OpenSearch Serverless | OpenTelemetry | PGVector | PII Detection | PII Redaction | Pinecone | PrivateLink | Python | Quantization | RAG | Rate Limiting | Redis | S3 | SQS | SageMaker | Secrets Manager | Step Functions | Terraform | The Loop | VPC | VPC Endpoint | Vector Search
Education
N/A
Regions
Countries
States
Cities
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