13 of 13 ETL Jobs in Scotland

modern cloud data platforms (e.g. Microsoft Fabric, Databricks) Expertise with multiple data analytics tools (e.g. Power BI) Deep understanding of data wareho using concepts, ETL/ELT pipelines and dimensional modelling Proficiency in advanced programming languages (Python/PySpark, SQL) Experience in data pipeline orchestration (e.g. Airflow, Data Factory) Familiarity ...

design and deliver data solutions that meet real analytical needs Designing and building Data Warehouses, Data Lakes and Lakehouse architectures Developing complex and reliable ETL pipelines Designing secure, scalable and high-performance data infrastructure Ensuring solutions are well documented from both a design and support perspective Acting as a trusted ...

translate business requirements into robust technical architectures, ensuring best practices in data governance, security, and performance. Key Responsibilities Design and optimise data pipelines and ETL processes using Azure Data Factory and Databricks. Develop and maintain data models, transformations, and integrations across multiple systems. Collaborate with client teams to deliver high ...

evidence-ready reports. Key Skills Strong proficiency in Microsoft SQL Server, PowerApps, Power Automate, Power BI, Python, and SharePoint. Solid understanding of data engineering, ETL processes, DataIKU, and data integration. Experience in data governance or data-management roles (data quality, metadata, controls). Demonstrated project-management ability across complex technical ...

maintain end‐to‐end web applications—from intuitive front‐end interfaces to robust back‐end servers and APIs. Build and optimise data platforms and ETL/ELT pipelines supporting analytics and AI‐driven applications. Prepare and structure data for dashboards, reporting, and machine learning solutions. Collaborate with consultants, data scientists ...

and analytics for live energy assets. Key responsibilities Design, build, and maintain scalable data pipelines using Databricks (including Delta Live Tables). Develop robust ETL/ELT workflows ingesting data from operational, telemetry, and third-party systems. Optimise pipeline performance, reliability, and cost efficiency in cloud environments. Ensure data quality ...

strategic decision making. Required skills: Experienced in Data Engineering with strong knowledge of Data Architecture Advanced SQL for data manipulation and querying Experience with ETL tools in Azure Knowledge of BI tools such as Power BI, Tableau, or fabric Strong communication skills and the ability to explain technical concepts ...

layers, BI, and integration with core systems such as CRM, finance and operational platforms. • Hands-on knowledge of modern cloud data platforms, ELT/ETL pipelines and BI tooling, with an understanding of strong engineering practices. • Demonstrable experience designing and implementing data governance and data quality frameworks with measurable business ...

Oracle Analytics Cloud (OAC dashboards, DV, RPD/semantic modelling). Experience with Autonomous Data Warehouse (ADW) and Oracle Fusion data structures. Data modelling, ETL/ELT, SQL tuning and general analytics engineering skillset. Proven ability to collaborate with AI teams, data scientists or ML engineers in shared workloads. ...

when requirements change • Excellent problem-solving skills and attention to detail • A passion for live music Nice to Have: • Experience with data pipelines and ETL processes • Previous startup or early-stage company experience • Understanding of the live music industry • Experience as a sole or founding developer • Experience working with ...

Design, build, and maintain reliable, scalable data pipelines using Azure services Create and implement data integration solutions that support business goals Develop and manage ETL processes for data ingestion, transformation, and loading Work closely with data scientists, analysts, and business teams in an Agile/Scrum environment Take an active … WILL BRING TO THE ROLE Extensive experience building and running data platforms on Microsoft Azure Hands-on skills in data modelling, warehousing and ETL using Azure Data Factory and SQL Database Practical experience with Python, SQL coding and Azure data pipelines, plus exposure to modern data processing tools like Databricks ...

architecture decisions, and act as a trusted technical partner on complex data initiatives. Key responsibilities include: Designing and building scalable data platforms and ETL/ELT pipelines in Azure and AWS Implementing serverless, batch, and streaming data architectures Working hands-on with Spark, Python, Databricks, and SQL-based analytics platforms … Redshift, Lambda, and SQL-based analytics services Strong Python skills and experience using Apache Spark Hands-on experience with Databricks Experience designing and maintaining ETL/ELT pipelines Solid understanding of data modelling techniques Experience working in cross-functional teams on cloud-based data platforms Ability to work with SDKs ...

Real Time Monitoring and Predictive AI Key responsibilities: Design and maintain scalable data pipelines. Structure, transform, and optimize data in Snowflake. Implement multi-source ETL/ELT flows (ERP, APIs, files). Leverage the AWS environment, including S3, IAM, and various data services. Prepare data for Data Science teams and … services including S3, IAM, Glue, and Lambda. Languages: Advanced SQL and Python for data manipulation, automation, and ML integration. Data Engineering: Proven experience in ETL/ELT pipeline design. AI/ML Integration: Ability to prepare data for model training and deploy AI models into production workflows (batch or real ...