51 to 71 of 71 Use Case Jobs in Scotland

Passion for sales and talking to real humans bring energy Comfortable booking meetings and demos be personable Natural curiosity learn the product, the use cases, and ask questions Team player small company energy means helping where needed Culture Cool company with solid managers no corporate nonsense Fast growth ...

detailed requirements from a functional and non-functional perspective. - Elicit requirements using interviews, document analysis, requirements workshops, surveys, site visits, business process descriptions, use cases, scenarios, business analysis, and task and workflow analysis. - Develop Requirements Specifications to agreed templates. - Critically evaluate information gathered from multiple sources, reconcile conflicts … working closely with IT Suppliers who provide 3rd party solutions. - Experience of defining requirements and system configurations based on user requirements - Previous use of Use Cases and Sequence diagrams, User Stories - Previous knowledge of eliciting requirements using interviews, document analysis, requirements workshops, surveys, site visits, business ...

detailed requirements from a functional and non-functional perspective. - Elicit requirements using interviews, document analysis, requirements workshops, surveys, site visits, business process descriptions, use cases, scenarios, business analysis, and task and workflow analysis. - Develop Requirements Specifications to agreed templates. - Critically evaluate information gathered from multiple sources, reconcile conflicts … working closely with IT Suppliers who provide 3rd party solutions. - Experience of defining requirements and system configurations based on user requirements - Previous use of Use Cases and Sequence diagrams, User Stories - Previous knowledge of eliciting requirements using interviews, document analysis, requirements workshops, surveys, site visits, business ...

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 ...

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 ...

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 ...

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 ...

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 ...

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 ...

Science Trainer to deliver live, hands-on training sessions for aspiring and early-career professionals. The role involves mentoring learners through real-world use cases, guiding projects, and ensuring practical industry alignment. This is a contractual, remote engagement, ideal for professionals who enjoy teaching alongside their industry work. … Statistics & Probability Exploratory Data Analysis (EDA) Data Visualization (Matplotlib, Seaborn) Machine Learning (Supervised & Unsupervised) Model Evaluation & Optimization Guide learners through hands-on projects and case studies Support learners during doubt-resolution and interactive discussions Assist with resume, portfolio, and career guidance sessions Conduct mock interviews/technical evaluations when ...

Science Trainer to deliver live, hands-on training sessions for aspiring and early-career professionals. The role involves mentoring learners through real-world use cases, guiding projects, and ensuring practical industry alignment. This is a contractual, remote engagement, ideal for professionals who enjoy teaching alongside their industry work. … Statistics & Probability Exploratory Data Analysis (EDA) Data Visualization (Matplotlib, Seaborn) Machine Learning (Supervised & Unsupervised) Model Evaluation & Optimization Guide learners through hands-on projects and case studies Support learners during doubt-resolution and interactive discussions Assist with resume, portfolio, and career guidance sessions Conduct mock interviews/technical evaluations when ...

customers to define their AI and Data Strategy, aligning technology capabilities with business goals. Identify opportunities for AI adoption and co-create innovative use cases with clients. Articulate the business value of Data and AI through impactful storytelling and demonstrable prototypes. Pre-Sales & Solution Development Collaborate with sales … teams to shape AI-driven solutions for key opportunities. Design and present industry-specific AI use casesthat demonstrate measurable outcomes. Support proposal development, technical scoping, and solution presentations. Collaboration & Delivery Enablement Work closely with the AI Centre of Excellence & Execution(AI CoEE)to design and validate customer-specific ...

design aligns with both the application's needs and the end users' requirements. This role involves modeling APIs to address all potential use cases, delivering solutions that are high-quality and easily accessible to API consumers, with a particular emphasis on following Domain-Driven Design (DDD) principles. … discovery Responsible for ALL APIs to be published with supporting documentation to our strategic API discovery tools, including Exchange. Collaboration on QA test case generation to support efficient and timely testing of APIs Ongoing support to Engineering teams to resolving queries during PI lifecycle Work with SAPI/Platform ...

design aligns with both the application's needs and the end users' requirements. This role involves modeling APIs to address all potential use cases, delivering solutions that are high-quality and easily accessible to API consumers, with a particular emphasis on following Domain-Driven Design (DDD) principles. … discovery Responsible for ALL APIs to be published with supporting documentation to our strategic API discovery tools, including Exchange. Collaboration on QA test case generation to support efficient and timely testing of APIs Ongoing support to Engineering teams to resolving queries during PI lifecycle Work with SAPI/Platform ...

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/ ...

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 ...

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). ...