As a Director of AI/ML within the Commercial and Investment Bank, you will set the vision and lead the enterprise portfolio for agentic AI that automates and optimizes complex business workflows at scale. You will guide cross-functional teams and strategic partners to define reference architectures and delivery roadmaps for multi-agent systems—leveraging LLMs, retrieval-augmented generation, and modern agent frameworks—while instituting governance, safety, and reliability standards and tracking measurable business outcomes.
Job responsibilities
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 and couching team members
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.
Preferred qualifications
Experience fine-tuning small language models (SLMs) with LoRA, QLoRA, DoRA; quantization and distillation a plus.
Familiarity with prompt optimization frameworks (AutoPrompt, DSPy) and building evaluation suites.
Experience with distributed computing, data sharding, and performance optimization.
Hands-on with AWS AI deployment services (SageMaker, Bedrock) and workflow orchestration.
Demonstrated experience in financial services, particularly investment banking operations.
AI/ML Director • LONDON, LONDON, United Kingdom
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