AI Engineer
Flow Traders
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Benefits offered by this job
Job summary
Flow Traders is seeking an AI Engineer to design, build, and scale enterprise-grade AI agents and automation workflows. You will work end-to-end across design, development, deployment, and production operation with strong governance and measurable business impact.
You will implement multi-step AI systems, deploy on cloud platforms, and ensure secure, auditable actions with robust monitoring and evaluation.
Qualifications
- > Strong Python skills and hands-on experience with LLM-based applications.
- > Experience with agent frameworks such as LangChain, LangGraph, AutoGen, or CrewAI.
- > Proficiency in API development, microservices, and tool orchestration.
- > Knowledge of vector databases, RAG pipelines, and prompt engineering.
- > Experience with cloud platforms (AWS, Azure, or GCP).
- > Docker and Kubernetes experience; CI/CD and observability tooling.
- > Ability to design goal-driven AI systems and multi-step reasoning workflows.
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 and lifecycle management
- Own the agent release lifecycle with versioning, staged rollouts, and canary releases
- Integrate agents with internal data platforms, APIs, and services
- Implement RAG pipelines and vector databases
- Build evaluation frameworks for accuracy, task completion, and reliability
- Monitor agent behavior and production performance
- Implement safeguards against hallucinations and data leakage
- Translate workflows from Trading, Risk, Compliance, Finance, and Operations into automation
Skills
Tools
Job description
Flow Traders are looking for an AI Engineer who wants to work on one of the most exciting engineering challenges at the firm right now. As an AI Engineer on the team, you will design, build, and scale enterprise-grade AI agents and automation workflows across the organization. The focus is on translating real business problems into autonomous agent-driven solutions that integrate reliably with our internal systems, data platforms, and tools.
You will work across the full agent lifecycle: from design and development through deployment, evaluation, and production operation, with a strong emphasis on governance, observability, and measurable business impact.
What you will do:
- 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 that other teams can build on
- 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 and config versioning, staged rollouts, and canary releases
- Integrate agents with our 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 fallback mechanisms, error handling, cost controls, and usage guardrails
- Ensure agents operate within our security policies, data access constraints, and regulatory frameworks
- Maintain audit trails and explainability of agent actions
- Deliver solutions covering investigation workflows, reporting, reconciliation, and decision support
- Implement safeguards against hallucinations, unsafe actions, and data leakage
- Translate workflows from Trading, Risk, Compliance, Finance, and Operations into agent-driven automation
What you need to succeed:
- 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
- Experience with cloud platforms (AWS, Azure, or GCP)
- Containerization (Docker) and basic orchestration (Kubernetes)
- CI/CD pipelines, production deployment, and observability tooling
- Ability to design goal‑driven AI systems rather than static models
- Experience building multi‑step reasoning workflows
- Ability to implement evaluation pipelines and production guardrails
- Awareness of cost, latency, and performance trade‑offs in LLM systems
What we offer: At Flow Traders, we create the conditions for hard‑working, high‑performing people to do their best work. From a thorough onboarding and ongoing access to Flow Academy, to latest technology and a collaborative, non‑hierarchical culture, we give you the tools, ownership, and support to move fast and drive outcomes. We keep a close‑knit, small‑company feel while offering competitive salary, annual discretionary profit share, and comprehensive benefits, so talent can grow here, and stay here. See our benefits below:
- Flow Academy and opportunities to attend domain‑related conferences
- Daily catered lunch, great coffee, and a fully stocked kitchen and snack bar
- In‑house Bar and Lounge with arcade, table tennis, billiards, and game consoles
- Company boat
- In‑house gym and sessions with our nutritionist or personal trainer
- Bi‑weekly massages
- Annual company trip and a variety of events throughout the year, such as the New Years Event
- Global rotations across our offices worldwide
- and more
Flow Traders does not accept unsolicited resumes from any professional staffing or search firms. All resumes, and any other information identifying potential candidates, submitted to any employee at Flow Traders via‑email, the Internet or directly without a valid and signed search agreement will be deemed free to contact by Flow Traders without any restrictions and no placement fee of any kind will be paid in the event the candidate is hired by Flow Traders.
You can view the hiring process for our graduate roles at the link below
No matter where you’re based, we offer great perks and benefits.
Remuneration package comprised of a base salary and a discretionary variable component.
Dedicated academy with endless personal and functional development opportunities.
Annual company trip, holiday parties, family and sports events. There is something for everyone!
Volunteer programs for employees and charity support initiatives through the Flow Traders Foundation.
Remuneration package comprised of a base salary and a discretionary variable component.
Dedicated academy with endless personal and functional development opportunities.
Annual company trip, holiday parties, family and sports events. There is something for everyone!
Volunteer programs for employees and charity support initiatives through the Flow Traders Foundation.
Opportunities to work in different locations to support personal growth within the company and develop your career.
Vibrant working environments, furnished with lounges, bars, gaming areas and offering lunches and coffee.
Active lifestyle promoted by offering sports, healthy food and wellbeing programs.
Informal working environment, with a focus on direct and open communication, entrepreneurial spirit and a driven atmosphere.
Opportunities to work in different locations to support personal growth within the company and develop your career.
Vibrant working environments, furnished with lounges, bars, gaming areas and offering lunches and coffee.
Active lifestyle promoted by offering sports, healthy food and wellbeing programs.
Informal working environment, with a focus on direct and open communication, entrepreneurial spirit and a driven atmosphere.
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