Senior AI Engineer (FDE)
Core
Embed with enterprise clients in financial services, energy, and government to define business outcomes and deliver rapid, production-grade agentic AI solutions.
Role type
Senior Forward Deployed AI Engineer (IC)
Builds
Production-grade agentic AI systems, RAG pipelines, and LLM-powered assistants integrated into enterprise platforms.
Domain
Cloud architecture, Generative AI, and regulated industries (financial services, energy, government).
Deliverable
production ML models
Required skills
Python, SQL, LLM development, RAG pipelines, multi-agent orchestration, Amazon Bedrock, Amazon SageMaker, model fine-tuning, vector retrieval, API integration, responsible AI design (explainability, bias testing, human-in-the-loop).
Preferred skills
Forward Deployed/embedded consulting experience, SageMaker Pipelines, Vector databases, Graph RAG, Agent orchestration frameworks, Model risk management, AI platform building.
Technologies
Anthropic, AWS, Amazon Bedrock, Amazon SageMaker, Python, SQL.
Responsibilities
Embed with clients to define success metrics and deliver rapid prototypes; Design and build agentic AI systems using LLMs and RAG; Work hands-on with AWS services for model development and lifecycle management; Deploy end-to-end AI solutions into enterprise platforms; Build responsible AI with compliance to APRA, ASIC, and CPS 230/234.
Seniority
Senior, hands-on IC
