1 to 25 of 34 Metadata Jobs in Scotland

access history, and data classification.Streaming and CDC patterns (Kafka, Kinesis, Snowpipe Streaming) and event-driven architectures for near real-time use cases.Data governance and metadata management (catalogs, lineage, MDM, data quality frameworks) with familiarity in regulatory regimes (e.g., GDPR/CCPA/HIPAA/PCI-DSS/SOX).Proficiency ...

accuracy, and integrity across platforms. Data Governance & Compliance Partner with business and technology leaders to establish data governance policies and procedures. Define data standards, metadata management practices, and master data management strategies. Ensure compliance with data privacy, security, and regulatory requirements. Support audit and risk management activities related to data ...

cases, assess feasibility, and technical designs. Establish monitoring, testing, version control, deployment and support practices for data and AI solutions. Improve data quality, lineage, metadata, documentation and ownership in line with company data governance requirements. Evaluate emerging data and AI technologies through controlled pilots, documenting benefits, risks, costs and recommendations. ...

with Product, Business and Data Owners to translate business concepts, KPIs and regulatory requirements into clear, well governed data structures. Embed data quality, lineage, metadata and lifecycle management into all designs, aligned to data governance, privacy and regulatory obligations. Provide architectural assurance across change initiatives, balancing speed of delivery with ...

transformation knowledge Data warehouse and lakehouse architecture Batch, event driven and analytical data patterns APIs, integration and orchestration Logical, physical and semantic data design Metadata, catalogue and lineage implementation Data security, privacy and access control patterns DevOps/DataOps, CI/CD and infrastructure as code awareness Strong understanding ...

transformation knowledge • Data warehouse and lakehouse architecture • Batch, event driven and analytical data patterns • APIs, integration and orchestration • Logical, physical and semantic data design • Metadata, catalogue and lineage implementation • Data security, privacy and access control patterns • DevOps/DataOps, CI/CD and infrastructure as code awareness • Strong understanding ...

Strong technical understanding of modern data environments, with desirable experience across: Azure, Databricks, Lakehouse, MDM, Customer Data Platforms, APIs & Event-Driven Integration, Data Quality, Metadata & Lineage, ETL/ELT, Data Migration. You do not need to be a hands-on architect, but must have sufficient technical depth to challenge architecture ...

building an AI-native data intelligence system that gives agents reliable, governed access to enterprise context. This system helps agents retrieve the right data, metadata, definitions, lineage, quality signals, and institutional knowledge without every agent builder having to maintain their own brittle context files. The principle is simple: the context ...

Data Vault, dimensional modelling). Experience with modern data transformation approaches — familiarity with analytics engineering principles is beneficial. Deep understanding of data platforms, orchestration, metadata management, CI/CD and architectural components such as DevOps. Demonstrable experience architecting solutions using medallion architectures, including curated gold-layer models designed for analytics … consumption. Strong knowledge of unity catalog (or similar), data governance, lineage, cataloguing and metadata-driven design. Awareness of cloud economics, cost optimisation strategies and designing solutions that balance performance with value. Familiarity with infrastructure as code to ensure architectural consistency and deployment scalability. Able to inspire, guide and elevate cross ...

deployment of new functionality. Information Management • Ensure Autodesk Forma operates in accordance with ISO 19650 principles and organisational information management standards. • Develop and maintain metadata, naming conventions and folder structures. • Support implementation of information requirements and project governance controls. • Monitor compliance with approved information management processes. Workflow and Process Development ...

with agreed tolerance. Lead data preparation and quality - establish an ownership model for data within scope of the project, aligning to corporate retention and metadata requirements where available and defining project specific requirements as necessary. Lead targeted data cleansing, estimating the size and scale of cleansing and the specific resources ...

identification to resolution, improving client experience and driving operational efficiencyDemonstrate control environment improvements and reduction in toil through common tooling and frameworks; uplift the metadata (semantic layer) of existing data to support AI and Natural Language Query (NLQ) usage, accelerate adoption of Mesh data architecture, reduce consumer friction, and deliver … data management using modern tools and environments (Python, R, SQL, Spark, DataBricks, cloud platforms)Understanding of data lineage concepts and experience with lineage analysis, metadata management, and data cataloguingDemonstrated experience using enterprise-authorized AI capabilities within the work environment to support data engineering workflows with strong validation habits and awareness ...

resolution, improving client experience and driving operational efficiency Demonstrate control environment improvements and reduction in toil through common tooling and frameworks; uplift the metadata (semantic layer) of existing data to support AI and Natural Language Query (NLQ) usage, accelerate adoption of Mesh data architecture, reduce consumer friction, and deliver data … data management using modern tools and environments (Python, R, SQL, Spark, DataBricks, cloud platforms) Understanding of data lineage concepts and experience with lineage analysis, metadata management, and data cataloguing Excellent communication skills with the ability to convey complex technical concepts to diverse audiences, including executive leadership Experience with data quality ...

credentials, and applicability within existing systems and information landscapes. Design and assess end-to-end solution architectures for enterprise-scale platforms, including data and metadata models, master/reference data usage, persistence and data migration. Identify opportunities to eliminate or automate remediation of recurring issues to improve operational stability … tools such as C4 or MagicDraw. Knowledge of core Solution Architecture capabilities: Micrososervice deployment patterns, Cloud Resiliency, Data Persistence, Data Streaming, Data Quality and Metadata Management. Knowledge of data architecture options including ODS, Data Lake, Data Catalog (DCAT), Data Warehousing, OLTP, and OLAP, and the treatment of data ...

credentials, and applicability within existing systems and information landscapes. Design and assess end-to-end solution architectures for enterprise-scale platforms, including data and metadata models, master/reference data usage, persistence and data migration. Identify opportunities to eliminate or automate remediation of recurring issues to improve operational stability … tools such as C4 or MagicDraw. Knowledge of core Solution Architecture capabilities: Micrososervice deployment patterns, Cloud Resiliency, Data Persistence, Data Streaming, Data Quality and Metadata Management. Knowledge of data architecture options including ODS, Data Lake, Data Catalog (DCAT), Data Warehousing, OLTP, and OLAP, and the treatment of data ...

Boot, Angular and Python, focusing on on-prem and multi-cloud environments, security and performance. You will collaborate across teams to build AI-driven, metadata-enabled solutions and robust ETL pipelines, while aligning with #J-18808-Ljbffr ...

projects Strong working knowledge of SAS products and their applications Strong knowledge of production-grade Retrieval-Augmented Generation systems, including document ingestion, parsing, chunking, metadata management, embeddings, vector indexing, retrieval, reranking, grounding, evaluation, and observability. Experience in GenAI and its applications to real-world industry. Strong understanding of product security ...

configuration management, EBOM/MBOM alignment, variant management, ECR/ECO, and product compliance.* Strong data and information management skills (product structures, classification, metadata, master data, data quality) and familiarity with integration patterns (PLM–ERP–MES–ALM).* Experience supporting PLM selection, implementation and adoption, including requirements definition ...

resolution, improving client experience and driving operational efficiency Demonstrate control environment improvements and reduction in toil through common tooling and frameworks; uplift the metadata (semantic layer) of existing data to support AI and Natural Language Query (NLQ) usage, accelerate adoption of Mesh data architecture, reduce consumer friction, and deliver data … data management using modern tools and environments (Python, R, SQL, Spark, DataBricks, cloud platforms) Understanding of data lineage concepts and experience with lineage analysis, metadata management, and data cataloguing Demonstrated experience using enterprise-authorized AI capabilities within the work environment to support data engineering workflows with strong validation habits ...

preferably experienced with the Oracle stack, to join their team. You will be responsible for designing and developing a database for managing observing site metadata, using an Oracle database, as well as designing and optimising SQL/PLSQL and Apex applications. You will be working closely with other developers ...

throughout the software development lifecycle, with a particular focus on user interface and application layer development, as well as integration with Optos' image and metadata delivery platform. Working within an Agile environment, you will collaborate closely with Product Management, Software Development and DevOps teams to deliver high-quality, reliable software ...

National Data Manager to join the Scotland national hub. You will lead data management, coordinate data sharing pipelines, monitor data quality, and ensure consistent metadata and digital specimen delivery to the DiSSCo‐UK portal and GBIF. Collaborating with curators, IT teams and partner institutes across universities and museums, you will ...

accelerate decisions. Data Product & Domain Expertise Define capabilities that make data and content easier to discover, understand, access, integrate, and reuse. Gather requirements covering metadata, taxonomy, lineage, ownership, entitlements, search, onboarding, and data quality. Define requirements for mastered data, including identifier design and lifecycle, validation, matching, mapping, hierarchies, and cross … working with Agile engineering teams and tools such as Jira and Confluence, with confidence using SQL or similar analytical tools. Knowledge of data products, metadata, identifiers, mastered data, data quality, and the lifecycle of data across systems. Understanding of APIs, data models, integrations, and the requirements needed to build reliable ...

organisations establish effective data governance frameworks, processes and controls. Support the definition of information-handling models across heterogeneous data environments. Address data quality, ownership, metadata and master-data challenges. Contribute to capacity planning and architectural decision-making across multiple data-storage technologies. Help clients develop sustainable approaches to managing data … technical leadership capabilities. They should have: Professional experience within the UK Healthcare or Public Sector. Strong technical expertise across data modelling, data analysis, metadata management, data transformation, data migration and master data. A proven track record of providing technical leadership across data projects and programmes. Experience providing architecture assurance, mentoring ...

culture of continuous improvement within the Team. They will support the implementation of strategic goals and research exercises involving repository content and metadata, including within the UK Research Excellence Framework (REF) and within the wider open research ecosystem. The delivery of expert advice and guidance to key stakeholders on best ...