3 дня назад
Staff Software Engineer (AI/Cloud Infrastructure)
224 000 - 260 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer (AI/Cloud Infrastructure): Building and operating AWS infrastructure, LLM platforms, RAG data systems, and IoT services for safety-critical aviation applications with an accent on scalability, security, reliability, and production operations. Focus on designing inference and retrieval pipelines, evaluating model quality, optimizing performance and cost, and implementing privacy, compliance, and resilience controls.
Location: Hybrid role based in San Carlos, California, with at least 3 days per week onsite and remote work on the remaining days. All work must be performed in the United States.
Salary: $224,000–$260,000 annual base salary at L6, plus equity.
Company
builds AI-powered aviation systems focused on making flying safer, more efficient, and more capable, with partnerships across airlines and the Department of Defense.
What you will do
- Design, provision, and operate secure AWS infrastructure using infrastructure-as-code tools such as AWS CDK and Terraform.
- Build CI/CD, testing, data ingestion, and ML pipelines for applications, infrastructure, and model services.
- Build and operate LLM platforms with Bedrock, SageMaker, ECS/EKS, Lambda, and Batch, including streaming, batching, and resilient API services.
- Design RAG pipelines, vector search, knowledge bases, embeddings, and data synchronization across S3, Aurora, DynamoDB, OpenSearch, pgvector, and Pinecone.
- Create evaluation, observability, cost governance, safety, privacy, and compliance systems for production AI services.
- Manage IoT edge infrastructure, troubleshoot cloud and ML services, and partner with product and application engineering teams on user-facing features.
Requirements
- U.S. Person status is required, and candidates must already be authorized to work in the United States.
- Onsite presence in San Carlos is required at least 3 days per week.
- 9+ years of experience working with serverless or container platforms on AWS.
- Production experience with LLM-powered applications, RAG design, prompt versioning, and LangChain or similar orchestration frameworks.
- Strong AWS experience across VPC, IAM, KMS, CloudWatch, S3, ECS/EKS, Lambda, Step Functions, Bedrock, and SageMaker, plus Python data engineering skills.
- Experience with vector databases, OpenSearch or pgvector at scale, security controls, quantitative evaluations, A/B testing, and production metrics.
Nice to have
- Experience with IoT AWS services, edge deployments, secure messaging, device identity, and over-the-air updates.
- Familiarity with GPU workloads, Triton Inference Server, TensorRT-LLM, and large-scale data processing tools.
- Experience with Bedrock Guardrails, Knowledge Bases, custom policy engines, or safety-critical aviation data.
- DevOps or DevSecOps experience automating CI/CD for ML and application services.
Culture & Benefits
- Small, focused teams own what they build and operate with minimal silos and processes.
- Healthcare coverage includes 100% of employee medical premiums and 25% of dependent premiums.
- Three weeks of paid time off and 13 or more paid company holidays.
- 401(k) plan available; there is currently no employer match.
- Full-time employees are eligible for equity and compensation benchmarked using professional salary data.
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