8 of 8 Use Case Jobs in Bristol

forecasting, optimization support, and conflict detection. Teaching & Learning: content summarization, tutoring assistants, accessibility tools, and feedback synthesis respecting academic integrity. Student Support & Wellbeing: intelligent case routing, early warning signals, and proactive nudges designed with strong ethics and safeguarding. Research Administration: grant discovery, compliance support, and metadata enrichment. Coordinate integrations … Finance (ERP), and identity platforms (e.g., Azure AD). Govern AI responsibly Implement a practical AI governance framework that includes a use case register, risk scoring, impact assessments, model documentation, and audit trails. Ensure compliance with GDPR, accessibility standards (e.g., WCAG), information security policies, and emerging ...

practices Experience working with cloud platforms (AWS, GCP, or Azure) Nice to Have Experience with fraud, risk, credit, AML, pricing, or customer analytics use cases Familiarity with MLOps tools (MLflow, Kubeflow, Airflow, etc.) Docker and Kubernetes experience Exposure to model governance, explainability, or regulatory frameworks Contract Details ...

Design, build, and deploy scalable ML and AI solutions for production environments. Lead model development, evaluation, and optimization across supervised and unsupervised learning use cases. Collaborate with backend and frontend teams to integrate AI features into products. Guide architectural decisions around data pipelines, model serving, and infrastructure. Mentor ...

boundaryless opportunities that can drive your career in new and exciting ways In our team you will learn: How to help clients to use AI/ML technologies to solve business challenges How to design, deploy and run high quality AI/ML solutions across a range … academia and how to apply them to solve real world customer problems As an AI LLM Architecture Manager, you will: Design use-case and platform technology architectures to solve key business challenges using reference and cutting-edge technologies and architectural patterns Work in multi-disciplinary teams ...

evaluation frameworks across performance, robustness, safety, and bias Own deployment: GPU optimization, latency reduction, scaling policies Shape early product direction, experiment with new use cases, and build AI-powered experiences from zero Explore frontier techniques: retrieval-augmented training, mixture-of-experts, distillation, multi-agent orchestration, multimodal models What ...

senior leadership team, you will: Take ownership of the internal AI agenda and acceleration roadmap Define and prioritise high-impact AI use cases across the business Help shape and package AI-enabled services built on HubSpot's platform Create clear implementation blueprints that can be delivered repeatedly ...

inform strategic and operational decision making. Explore existing and new data using a range of analytical tools and techniques, whilst ensuring you use data ethically and appropriately. Lead and participate in data analysis initiatives and support foundation work to implement plans for the delivery of new data services … Experience: To be successful in this role you will need to have the following experience: Have a broad knowledge of data analysis techniques, use cases and potential impact, as well as the tools and technologies Have extensive experience in scoping, designing and delivering data analytical outputs and products ...

permissions Coordinate and support application updates for hosted customers Maintain clear audit trails aligned with data protection and anonymisation requirements Data, SQL & Documentation Use SQL to investigate data issues, validate records, and support root-cause analysis Understand data anonymisation principles and secure handling of customer information Produce structured … search tools Training Delivery Deliver remote and occasional onsite system training sessions Produce bespoke training materials tailored to customer workflows and use cases Support internal teams with technical and training documentation Ensure training content aligns with system changes and updates Required Experience Minimum 1 year experience ...