10 of 10 ETL Jobs in Scotland

solutions aligned to their analytical needs Build modern Data Warehouse and Data Lake/Lakehouse solutions (primarily using Microsoft Fabric) Design and develop complex ETL/ELT pipelines Deliver secure, scalable, and high-performing data platforms and infrastructure Implement best practices across data architecture, performance, and security Produce clear technical ...

unreliable APIs, shifting requirements Cloud AI (AWS/Azure): Deploying AI solutions in production, including monitoring and reliability Data pipelines: Comfortable building and maintaining ETL/ELT pipelines connecting messy source systems to AI applications SQL: Solid querying and data modelling skills AI model management: MLFlow, Hugging Face, or equivalent ...

Risk Data Warehouse and regulatory reporting environments. Good understanding of Basel 3.1, SA-CCR, Credit Risk, and Murex-related data flows . Expertise in ETL architecture, data modelling, and large-scale data integration. Experience supporting critical production systems in financial services environments. Strong problem-solving and stakeholder management skills. Ability ...

Desirable Experience Experience with Primavera P6 or project scheduling environments Background in defence, infrastructure, or capital delivery programmes Familiarity with Power Query or similar ETL tools Experience embedding reporting within operational teams Exposure to programme controls or PMO environments ...

complex programmes Hands-on expertise with Spark, SQL and cloud data platforms Experience designing and building data pipelines, warehouses and lakes Strong understanding of ETL, data modelling and cloud architectures Excellent stakeholder management and communication skills What's on Offer Exposure to high-impact, enterprise-scale data programmes Strong emphasis ...

Ability to work independently and manage workloads in a structured project environment Desirable: Experience with Microsoft SQL Server and application server administration Exposure to ETL design and data architecture Knowledge of data protection and information security standards Experience working across complex, multi-site data environments Relevant certifications in Oracle ...

and implementing Microsoft Fabric architectures for enterprise clients. Strong consulting values and ability to interface effectively with senior stakeholders. Hands‐on experience with SQL, ETL/ELT pipelines, and BI/analytics tools. Deep understanding of the data lifecycle (ingestion, storage, processing, governance, consumption). Ability to link business objectives … Familiarity with BI and data exploration tools (Tableau, Power BI, Talend). Experience with data security, governance, and compliance frameworks. Expertise in large‐scale ETL/ELT pipeline implementation using custom and packaged tools. Experience & Qualifications • Minimum 7–10 years in data architecture, engineering, or consulting roles, with ...

CRM. Translate business requirements into data mapping specifications, aligning legacy data with Dynamics 365 structures. Execute and validate data loads using appropriate tools and ETL processes. Create and maintain Power BI reports and dashboards to support business insights. Collaborate with technical teams and stakeholders to support testing and ensure data … quality. Required Skills & Qualifications: Experience in a similar data-focused role, working on data migration, transformation, or ETL activities. Strong working knowledge of SQL Server and handling structured data. Experience with Dynamics 365 and Power BI. Familiarity with data mapping, cleansing, and validation processes. Understanding of Microsoft cloud technologies (Azure ...

utilities like gpload, pxf, and GP Spark for efficient data loading and integration. * Ensure database security, compliance, and adherence to best practices. * Knowledge about ETL processes and its implementation * Knowledge of SQL and complex query writing. * Implement monitoring solutions to proactively identify and resolve issues. * Develop scripts in Shell/… writing * Expertise in Shell/Python/Ansible scription knowledge * Expertise in Patroni for HADR and streaming replication Desirable skills/knowledge/experience: * ETL processes and its implementation * Building data ingestion pipelines with tools like Informatica, Talend etc * Cloud computing experience with AWS, Microsoft Azure, Google Cloud This ...

designing and maintaining Universes (semantic layer) Strong SQL skills with ability to work across complex datasets Experience with SAP Data Services (BODS) or similar ETL/data warehousing tools Data warehouse experience (data modelling, ETL processes, data integration) Ability to work across the full lifecycle - requirements through to delivery Desirable ...