Forward Deployed AI Architect (GenAI, AWS)
San Francisco Bay Area, California
USD 180K-209K (estimate) Senior-level Full Time
Tasks
- Build data pipelines for AI workloads
- Build evaluation harness before feature
- Deliver operator job for first weeks
- Deploy containerized services on AWS
- Drive adoption with business stakeholders
- Embed with customer operators
- Implement retrieval and structured extraction pipelines
- Own delivery outcomes against business KPIs
- Redesign business function from first principles
- Ship production GenAI systems
- Write production backend services
Perks/Benefits
- 401k matching
- Dental insurance
- Health insurance
- Remote-friendly culture
- Unlimited vacation policy
- Vision insurance
Skills/Tech-stack
AWS CDK | AWS ECS | AWS Neptune | Agentic SDLC | Agentic Workflows | Amazon Web Services | Anthropic Agentic SDLC | CI/CD | Claude Code | CloudFormation | Containerization | Data Pipelines | Data extraction | Deterministic Evaluation | Evaluation Harness | Fine Tuning | Graph Databases | Inference Optimization | Infrastructure as Code | Kubernetes | LLM | MLOps | MLflow | Model Distillation | Neo4j | Non Deterministic Evaluation | Observability | PyTorch | Python | Retrieval-Augmented Generation | SageMaker | Structured data | Structured data extraction | Terraform | TypeScript | Web Services | “as-code”
Education
N/A
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer | Software Engineer
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