18 of 18 Use Case Jobs in Oxford

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 ...

room for key conversations, providing honest advice, managing expectations and helping clients make good decisions about where and how to use AI. What your day to day might look like Getting to the heart of the problem Meeting with stakeholders who may not be clear on what they … whether a GenAI solution is useful and cost effective Fine tuning and optimising models so they perform well for the use case and budget Designing agentic workflows where they genuinely improve outcomes rather than add complexity Helping clients understand what GenAI can and cannot do in practice ...

learning, and cloud-based compute infrastructure. What You'll Be Doing Designing, developing, and maintaining modules within several custom software platforms Supporting engineering use cases in areas like: Component and turbine design Material composition optimisation Additive manufacturing workflow automation Statistical quality control and production monitoring Wrapping internal ...

data engineering, ensuring our stack scales with the business. Design, maintain, and evolve robust data pipelines and architecture to support low latency batch use cases. Oversee the implementation of data models and frameworks that support analytics, and business intelligence. Drive engineering best practices across testing, monitoring, version control ...

unfilled due to a shortage of job-ready candidates (STEM Learning). Portfolio-Led Learning: Build up to 5 real-world projects, including use cases such as fraud detection, forex analysis, and sales forecasting. UK-Based Credibility: Training delivered by a UK-based technology firm, aligned with current ...

level Salesforce Field Service transformation with the autonomy to lead real delivery. You'll work with experienced peers, world-class clients, and interesting use cases that push your technical and leadership abilities. If you're passionate about solving real-world problems, guiding teams, and turning complex requirements into ...

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 ...

prompt engineering strategies for LLM-based features, including few-shot learning, chain-of-thought reasoning, and retrieval-augmented generation Optimize models for specific use cases and performance requirements Design and optimize database schemas for relational database Collaborate with stakeholders to translate business requirements into technical solutions What ...

extend internal SDKs. Integrate simulation tools with the compiler pipeline and cloud services. Collaborate with scientists and external partners to meet real-world use cases. Qualifications: Ph.D. in Computer Science (focus on quantum computation, architecture, compilers) or equivalent experience. Strong software development skills, particularly in Python ...

/run (incident, change, problem, threat hunting, vulnerability triage). Policy standards (macro/meso/micro), tagging taxonomy, and naming conventions. Security use cases and evidence chain procedures (attack lifecycle mapping, triage steps). Dashboards & reports (logging, KPIs, capacity, coverage, exceptions). Day‐2 materials: runbooks, tuning ...

systems via REST, SOAP, and Azure Services. What's desirable: A solid understanding of the latest Dynamics 365 AI capabilities and real-world use cases. If you're a Dynamics 365 Architect looking to step into a leadership-focused role within a growing, forward-thinking organisation ...

Assist in testing and validate Assist Malware Prevention tuning Assist threat assessment Assist logging and monitoring Assist operational metrics Assist in advance use cases to detect attacks Assist with Initial investigation using evidence chain Assist with Threat Scenario Development Assist with Logging and Monitoring Assist with Product upgrades ...

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 ...

collaboratively with the team to ensure project deadlines are met. Design, prototype, and deploy Generative AI models (LLMs, Transformers, Diffusion models) for enterprise use cases. Build and fine-tune LLM-based applications (chatbots, summarization, document Q&A, report generation, code assistants, etc.). Apply prompt engineering, RAG (Retrieval … text, images, code). Apply data preprocessing, tokenization, and embedding generation techniques. Work with vector databases (Pinecone, Weaviate, FAISS, Chroma) for semantic retrieval use cases. Partner with business stakeholders to identify and shape AI use cases. Contribute to the creation of a strategic AI adoption roadmap ...

work closely with Senior and Lead Analysts, gaining hands-on experience investigating real-world incidents and understanding attacker behaviour. You'll use industry-leading platforms including Microsoft Sentinel, Google SecOps, Defender XDR, CrowdStrike Falcon, SentinelOne, and Cortex XSOAR/XSIAM to determine what has happened, how activity progressed … Participate in directed threat hunting activities. Suggest improvements to detections, dashboards, and SOC runbooks. Support testing and validation of new detection logic and use cases. Collaborate & Communicate Provide clear written updates to customers and internal stakeholders. Participate in structured shift handovers to ensure continuity within a 24/ ...

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). ...