G-Re

Applied AI Engineer

G-Re
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2 hours ago
London, United KingdomSenior

Responsibilities

  • Build and operate production-ready LLM-powered systems, including retrieval and knowledge systems, multi-agent orchestration, evaluation, reliability, and context engineering.
  • Own high-impact AI projects from initial concept through production deployment.
  • Partner with quantitative research, engineering, risk, operations, and corporate-function teams to identify problems and deliver scalable solutions.
  • Scale promising prototypes and convert team-specific AI use cases into solutions adopted across the organization.
  • Evaluate AI-system accuracy, detect regressions, understand failure modes, and improve observability and reliability.

Requirements

  • Strong software engineering skills, particularly in Python, with an emphasis on clean, testable, production-quality code.
  • Hands-on experience building and operating LLM-powered systems in production, including agents, RAG pipelines, MCPs, tool use, and multi-step workflows.
  • Experience with context engineering, including retrieval strategies, prompt construction, information routing, and memory.
  • Experience using frameworks such as LangGraph, Pydantic AI, or similar tools, with sound judgment about when to use them.
  • Experience evaluating and observing AI systems, including measuring accuracy and detecting regressions.
  • Ability to adapt or fine-tune foundation models using approaches such as LoRA and DPO.
  • Comfort integrating with heterogeneous stacks such as C#, C++, JVM, gRPC, and Kubernetes.
  • Ability to work effectively across different domains and communicate clearly.
  • Preferred: contributions to open-source AI projects, technical writing, or conference talks.

Benefits

  • Highly competitive compensation plus an annual discretionary bonus.
  • Lunch provided via Just Eat for Business and a dedicated barista bar.
  • 35 days of annual leave.
  • 9% company pension contributions.
  • Informal dress code and excellent work/life balance.
  • Comprehensive healthcare and life assurance.
  • Cycle-to-work scheme.
  • Monthly company events.
  • Inclusive work environment with accommodations available for applicants with disabilities or special needs.

Tech Stack

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G-Re

About G-Re

1,001-5,000 employees
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