Beacon AI is looking to transform aviation with an AI platform that makes flying safer, more efficient, and more capable. They need to build out their AWS foundation and LLM platform to support these goals.
Requirements
- Design, provision, and maintain AWS infrastructure using IaC tools such as AWS CDK or Terraform.
- Build CI/CD and testing for apps, infra, and ML pipelines using GitHub Actions, CodeBuild, and CodePipeline.
- Operate secure networking with VPCs, PrivateLink, and VPC endpoints. Manage IAM, KMS, Secrets Manager, and audit logging.
- Stand up and operate model endpoints using AWS Bedrock and/or SageMaker; evaluate when to use ECS/EKS, Lambda, or Batch for inference jobs.
- Build and maintain application services that call LLMs through clean APIs, with streaming, batching, and backoff strategies.
- Implement prompt and tool execution flows with LangChain or similar, including agent tools and function calling.
- Design chunking and embedding pipelines for documents, time series, and multimedia. Orchestrate with Step Functions or Airflow.
Responsibilities
- Design, provision, and maintain AWS infrastructure using IaC tools such as AWS CDK or Terraform.
- Build CI/CD and testing for apps, infra, and ML pipelines using GitHub Actions, CodeBuild, and CodePipeline.
- Operate secure networking with VPCs, PrivateLink, and VPC endpoints. Manage IAM, KMS, Secrets Manager, and audit logging.
- Stand up and operate model endpoints using AWS Bedrock and/or SageMaker; evaluate when to use ECS/EKS, Lambda, or Batch for inference jobs.
- Build and maintain application services that call LLMs through clean APIs, with streaming, batching, and backoff strategies.
- Implement prompt and tool execution flows with LangChain or similar, including agent tools and function calling.
- Design chunking and embedding pipelines for documents, time series, and multimedia. Orchestrate with Step Functions or Airflow.
Other
- This is a hybrid role and requires working from our San Carlos, CA office at least three days a week, with the option to work remotely the remaining days.
- At this time, due to United States Department of State regulations, we are only able to hire U.S. Persons.
- Applicants must be authorized to work in the United States without the need for visa sponsorship now or in the future.
- All work must be performed in the United States.
- Beacon AI provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.
