Forward Deployed AI Engineer

Responsibilities

• First 90 days — owning a meaningful component of a client-facing agent system, including its evals, and trusted in front of the client.
• 6 months — designing agent architectures independently, leading a workstream, and running the handover and knowledge-transfer track.
• 12 months — a reference point for others on the team, contributing to reusable assets, pre-sales and interviewing.
• Design and build production agentic AI systems. Multi-agent orchestration, tool and function calling, retrieval, planning and routing, human-in-the-loop checkpoints, state and checkpointing, guardrails, failure handling and recovery.
• Own evaluation and accuracy. Establish a baseline eval dataset at the start of the engagement, automate grading, and track groundedness, faithfulness and retrieval quality per tool, not just at the agent level. Be ready to defend accuracy numbers to a sceptical enterprise stakeholder.

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