AI/ML Director
On-site · London, England, United Kingdom
Job Summary
Director of AI/ML within a Commercial and Investment Bank responsible for setting the vision and leading enterprise AI portfolio for multi-agent systems, guiding cross-functional teams, defining reference architectures, and delivering measurable business impact. Responsibilities include architecting autonomous AI agents, designing multi-agent systems with tool integration and memory, implementing RAG pipelines and semantic search, building agent tools and APIs, creating evaluation frameworks, performing prompt and context engineering, deploying scalable cloud-based AI services with observability, designing microservices-based architectures, collaborating with stakeholders on human-AI interfaces, data-informed capability enhancement, and mentoring team members. Qualifications emphasize MSc/PhD, extensive production AI experience, leadership of data science teams, Python and ML framework expertise, hands-on agentic framework experience, generative model familiarity, data preprocessing knowledge, cloud and container experience, and strong communication.
Required Qualifications
- MSc/PhD in Computer Science, Data Science, Machine Learning, or related field
- Significant proven experience building and deploying AI applications in large scale production environments
- Experience managing data science teams
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow, scikit-learn)
- Hands-on experience with agentic frameworks (LangChain, CrewAI, AutoGen, LangGraph, ADK)
- Experience with generative models (transformers, GANs/VAEs; diffusion models a plus)
- Strong understanding of data preprocessing, feature engineering, and evaluation techniques
- Familiarity with cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes)
- Strong communication skills for both technical and non-technical audiences
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