1 to 25 of 53 Permanent Use Case Jobs in Scotland

with the metals and minerals our customers deliver. So, we work side by side with mines across the globe to move less rock, use less energy, use water wisely, and create less waste. Together, we drive the shift to smart, efficient, and more sustainable mining. Make … assessments, track risks, and support audits and regulatory enquiries. Develop governance metrics and embed requirements into organisational policies and processes. AI Use Case Governance: Manage AI use case intake, approval, and monitoring processes ensuring governance controls are applied proportionate to risk. Facilitate escalation ...

culture that values your ideas and technical leadership. Job Responsibilities: Make data available for AI and analytics initiatives, working closely with use case owners to define requirements, manage product dependencies, and support agile routines that oversee cross-product data dependencies and prioritize delivery Collaborate with business, technology … awareness of data sensitivity Ability to review and validate AI-assisted outputs (e.g., code, model/design summaries or operational checklists) before use, escalating when uncertain and following data handling requirements Hands-on practical experience delivering system design, application development, testing, and operational stability Preferred Qualifications, Capabilities ...

guardrails), and implement automated evaluation to improve quality over time. Build and maintain data pipelines and processing workflows required for ML/GenAI use cases using cloud services. Apply MLOps practices across the lifecycle: experimentation, versioning, CI/CD, deployment, monitoring, and maintenance for models/prompts/ ...

guardrails), and implement automated evaluation to improve quality over time. Build and maintain data pipelines and processing workflows required for ML/GenAI use cases using cloud services. Apply MLOps practices across the lifecycle: experimentation, versioning, CI/CD, deployment, monitoring, and maintenance for models/prompts/ ...

client engagements, including campaign performance analysis, customer segmentation, and attribution modelling. Support the development and optimisation of agentic AI workflows for marketing use cases, including personalised content generation, audience segmentation, predictive lead scoring, and real‐time campaign analytics. Learn to identify opportunities where AI agents can automate ...

culture that values your ideas and technical skills. Job Responsibilities: Make data available for AI and analytics initiatives, working closely with use case owners to define requirements, manage product dependencies, and support agile routines that oversee cross-product data dependencies and prioritize delivery Collaborate with business, technology … awareness of data sensitivity Ability to review and validate AI-assisted outputs (e.g., code, model/design summaries or operational checklists) before use, escalating when uncertain and following data handling requirements Hands-on practical experience delivering system design, application development, testing, and operational stability Preferred Qualifications, Capabilities ...

leading metadata management platform, configuring asset types, relations, attributes, domains and workflows. Develop high-quality Python solutions for data modelling and governance use cases, using Pydantic for schema definition, validation, serialisation and API-ready data structures. Build reusable Python libraries and automation patterns supporting data ingestion, governance workflows ...

enabled systems in secure, enterprise environments. In this role, you will collaborate closely with engineering teams across our group to develop priority use cases, design and build services, and promote best practices for scalable, resilient, and secure AI adoption. You will also mentor engineers, contribute to firmwide standards ...

building and maintaining modern data platforms and collaborating with stakeholders across the business, you will enable trusted data access, support advanced analytical use cases and contribute to delivering meaningful business outcomes. To be successful as a Data Analyst, you must have the following essential skills: Strong Requirements Engineering ...

transformation. Key Responsibilities Develop and maintain global offerings and solutions spanning modules, industries, and horizontal capabilities. Define offering scope, value propositions, target personas, use cases, and success metrics. Partner with Value Engineering to embed industry accelerators, blueprints, and delivery methods into portfolio offerings. Maintain the global portfolio roadmap … service tiers for each portfolio offering. Collaborate with sales, finance, and regional leaders to ensure commercial viability. Develop GTM toolkits including: Use case packs 5. R&D/Innovation Leadership Drive R&D initiatives along with the R&D engineering team, focusing on: Automation Industry innovations Collaborate ...

roadmap items, surfacing risks and cross-team dependencies early Deliver capabilities that support metadata capture for lineage, data contracts, and data quality use cases Measure adoption and effectiveness using agreed success metrics, and adjust priorities based on insights Improve processes and tooling to adapt to evolving business needs ...

including role‐based experiences, standard work digitization, and adoption across sites Lead identification, prioritization, and delivery of high‐value AI and advanced analytics use cases for the shop floor (e.g., predictive maintenance, anomaly detection, quality insights, loss intelligence) Partner with OT/IT/Digital teams to integrate ...

host and support MDM workloads and supporting components. Collaborate with data architects and modelers to review and optimize data models for MDM use cases. Configure and maintain Informatica MDM Hub, C360, and R360 components for mastering party, product, or reference data. Establish and enforce data quality principles, validation ...

host and support MDM workloads and supporting components. Collaborate with data architects and modelers to review and optimize data models for MDM use cases. Configure and maintain Informatica MDM Hub, C360, and R360 components for mastering party, product, or reference data. Establish and enforce data quality principles, validation ...

Kafka Connect and working with schemas through AVRO and Confluent Schema Registry. Experience applying Flink SQL or Table API to support stream processing use cases. You may be assessed on the key critical skills relevant for success in role, such as risk and controls, change and transformation, business ...

eligible you must have lived in the UK for at least 5 consecutive years. Responsibilities Advise customers on Microsoft Copilot strategy, use cases, business value and adoption across Microsoft 365 and related services. Assess Copilot readiness, including licensing, identity, Microsoft 365 apps, network readiness, data security, information governance … prioritise and document Copilot scenarios across common business functions. Engineer Copilot agentic solutions using Copilot Agent Builder and Copilot Studio, including use case identification, discovery, solution design, build, test and handover. Run customer ideation workshops, discovery sessions and stakeholder briefings to capture Copilot use cases ...

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 … apply them to solve real world customer problems As an AI LLM Architecture Associate 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 to refine and deliver ...

growth, efficiency and customer value. Help define and build PwC's AI proposition within the Consumer Goods and front-office space, developing innovative use cases, shaping market offerings and bringing AI-enabled solutions to clients. Champion the adoption of AI tools and ways of working across project teams ...

/ML solutions, delivering trusted tools for advisors and clients across international markets. Responsibilities include end-to-end delivery of AI/ML use cases, building agentic AI and LLM-powered products, establishing Responsible AI controls, and collaborating with IPB business stakeholders. #J-18808-Ljbffr ...

technical pioneering. You will lead the deployment of BIM, Reality Capture, and advanced Data Management systems, while actively developing bespoke AI automation use cases targeting underground cabling, overhead line (OHL) design, and substation automation. Your mission is to position United Infrastructure at the absolute forefront of digital innovation ...

should have: Architecting and implementing ServiceNow platform and HR Service Delivery solutions at enterprise scale. Experience designing and implementing end to end use cases with Workday. Supporting infrastructure such as Workday, Entra, Microsoft Graph, Microsoft 365 (Teams, Copilot) at a working knowledge level. Some other highly valued skills ...

within financial services Practical understanding of at least one reporting regime (e.g. EMIR, MiFIR, SFTR, HKMA) Proficiency in drafting requirements, use cases, and test scenarios Familiarity with trade lifecycle flows across Equities, Fixed Income, and Derivatives Knowledge of control processes, reconciliation, and exception management in reporting Bonus Points ...

automated testing, code reviews, observability, and resilient, secure service design Partner with Corporate Technology AI, product, and data science colleagues to translate concrete use cases into working, measurable capabilities Contribute to design discussions and agile ceremonies, and actively mentor teammates to raise the engineering bar across the team … documentation) with demonstrated ability to critically evaluate, validate, and refine AI‐generated outputs for correctness, performance, and security Understanding of responsible AI use in engineering workflows, including data sensitivity considerations, secure handling of inputs/outputs, and adherence to resiliency and security expectations; ability to guide peers ...

production-grade services with measurable client impact. You will lead end-to-end design, build, and delivery of priority IPB AI/ML use cases, focusing on agentic AI, guardrails, governance, and production readiness across international markets. #J-18808-Ljbffr ...

identify opportunities and feed them into the AI & Automation Accelerator team, who will rapidly discover, prototype, and validate high-potential AI and automation use cases in partnership with business teams. Unsuccessful experiments will be retired with lessons learned or pivoted to an updated solution. Successful experiments will ...