Enterprise AI Agent Architect for Multi-Agent Automation

P2P; Amsterdam; On-site; EUR 90,000 - 150,000; Full time

Benefits offered by this job

Flow Academy

Daily catered lunch

In-house gym

Company boat

Annual company trip

Global rotations

Job summary

Flow Traders is seeking an AI Engineer to design, build, and scale enterprise-scale AI agents and automation workflows across the organization. You will translate business problems into autonomous agent-driven solutions that interface with internal data platforms, tools, and services.

The role covers the full agent lifecycle from design to production, with emphasis on governance, observability, and measurable business impact.

Qualifications

• Strong programming skills in Python.
• Hands-on experience with LLM-based applications and agent systems.
• Familiarity with agent frameworks such as LangChain, LangGraph, AutoGen, or CrewAI.
• Experience with API development, microservices, and tool orchestration.
• Knowledge of vector databases, RAG pipelines, and prompt engineering.

Responsibilities

• Design and implement AI agents capable of planning, reasoning, and executing multi-step workflows.
• Build single-agent and multi-agent architectures for enterprise use cases
• Develop reusable agent patterns and templates for other teams
• Deploy agents on managed platforms (Anthropic, Azure OpenAI, GCP Vertex AI)
• Configure secure execution environments, lifecycle management, and session handling
• Design Human-in-the-loop escalations and approval gates for high value actions
• Own the agent release lifecycle: prompt/versioning, staged rollouts, canary releases
• Integrate agents with internal data platforms, APIs, and services
• Implement RAG pipelines, vector databases, and structured knowledge layers
• Build evaluation frameworks measuring accuracy, task completion, and reliability
• Monitor agent behavior and performance in production
• Implement safeguards against hallucinations, unsafe actions, and data leakage
• Translate workflows from Trading, Risk, Compliance, Finance, and Operations into agent-driven automation

Skills

Python programming

LLM-based apps

Agent systems

Multi-step reasoning

Observability tooling

Tools

LangChain

LangGraph

AutoGen

CrewAI

Docker

Kubernetes

Job description

Flow Traders is seeking an AI Engineer to design, build, and scale enterprise-scale AI agents and automation workflows across the organization. You will translate business problems into autonomous agent-driven solutions that interface with internal data platforms, tools, and services.

The role covers the full agent lifecycle from design to production, with emphasis on governance, observability, and measurable business impact.