8 of 8 Use Case Jobs in Southampton

capabilities and benefits of our solution Requirements & Backlog Management Engage with internal stakeholders, partners, and customers to capture, refine, and prioritize AI use cases Translate complex AI concepts into clear epics, features, and user stories aligned with business value Maintain a transparent and prioritized backlog in JIRA Ensure ...

within the organization. Key Responsibilities • CI/CD Pipeline Development: Create and implement new, customized CI/CD pipelines tailored for specific project use cases, ensuring efficient, automated workflows • Pipeline Maintenance: Regularly update and maintain existing CI/CD pipelines to ensure they are efficient, secure ...

client app strategy and participate in the development of new app features Build a strong understanding of MK.IO Platform architecture, tools, and customer use cases Required Skills and Qualifications Bachelor’s degree in Computer Science, Engineering, Communications, Business, or equivalent practical experience 0 - 4 years of experience ...

SLOs, resilience, disaster recovery). Client-Facing Engineering & Stakeholder Management Run technical discovery with senior stakeholders to translate business needs into concrete Foundry use cases. Present architectures, trade-offs and risk assessments to both technical teams and C-suite. Provide technical guidance on integration with existing enterprise systems ...

UK. Key Responsibilities 1. Machine Learning Model Development Design, develop, train, and evaluate machine learning models for prediction, classification, recommendation, or automation use cases. Apply supervised, unsupervised, and deep learning techniques as appropriate. Perform feature engineering, model tuning, and validation to improve accuracy and performance. 2. Productionisation & Deployment … Ensure data quality, reproducibility, and versioning. 4. MLOps & Automation Implement MLOps practices including CI/CD for ML, model versioning, and experiment tracking. Use tools such as MLflow, Kubeflow, SageMaker, Vertex AI, or Azure ML. Automate model training, testing, deployment, and monitoring workflows. 5. Cloud & Infrastructure Build ...

well as any changes to the product and related processes. Lead testing efforts related to software development lifecycle (SDLC), including test plan and test case creation, test execution and documentation. Partner with project team to understand any changes to business processes and make changes to current test process … business process modeling, requirements gathering, data flow analysis) and tools Proven experience with creating systems requirements, architecture and design specifications Documenting requirements via use cases, user stories, or other industry-recognized methods Demonstrated skills in the areas of critical thinking and problem solving Adept at queries and business ...

MLflow, Azure, Docker, Kubernetes. Salary: Up to £100k Working Environment: Fully Remote in UK What you'll do Research, prototype, and deploy LLM use cases (Q&A, summarisation, document processing) Build and tune models using scikit-learn, PyTorch, TensorFlow/Keras, and XGBoost Create data pipelines for batch … streaming with Spark and Kafka Use Databricks and MLflow for experiments, deployment, and monitoring What you'll bring Hands-on Python for data science and ML Practical experience with LLM frameworks (e.g. LangChain) Familiar with Spark/Kafka and End-to-end pipeline experience Databricks, MLflow, Docker, Kubernetes ...

backup and recovery) defined by senior engineers. Client-Facing Engineering & Stakeholder Support Join technical discovery sessions to help translate business needs into Foundry use cases. Prepare and demo prototypes, data flows and applications to technical and business users. Support integration work with existing enterprise systems (data warehouses, APIs … troubleshooting. Experience dealing with Performance issues or optimisation tasks, Permissions and basic security models, Schema/ontology changes and their impact on downstream use cases, Integration problems and incident recovery in collaboration with senior staff. Some client-facing experience (e.g. workshops, demos, requirement sessions or design walkthroughs). ...