1 to 25 of 27 ETL Jobs in Scotland

database platforms Cloud Architecture: Experience with Azure data services (Azure Data Factory, Azure Synapse, Azure Data Lake) Data Governance: Understanding of data quality, data lineage, and metadata management principles. ETL/ELT Processes: Experience designing and implementing data integration workflows. Business Intelligence: Knowledge of reporting and analytics platforms (Power BI, SSRS, or similar) Data Warehousing: Experience with dimensional modelling and More ❯

with strategic goals About the Candidate The ideal candidate will possess the following: Experience as a Data/Integration Engineer or similar role Understanding of data warehousing, ELT/ETL processes, and data modelling Knowledge of Cloud-native development (Azure, Snowflake, dbt) Agile methodologies and collaboration to drive Innovation and continuous improvement Excellent communication skills and ability to work with More ❯

gap between data engineering and 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 to non-technical users If this More ❯

gap between data engineering and 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 to non-technical users If this More ❯

members through technical guidance. Collaborate with stakeholders to deliver user-centric solutions. About the Candidate The ideal candidate will possess the following: Strong understanding of data warehousing, ELT/ETL processes, and data modelling. Proficiency in Azure, Snowflake, and DBT. Experience in application modernisation and migration. Ability to produce clean, testable, maintainable code. CI/CD pipeline implementation and test More ❯

experience in a cloud environment (AWS, Azure, or GCP). Strong understanding of ML libraries such as scikit-learn, TensorFlow, or MLflow. Solid background in data modelling, ELT/ETL processes, and analytics best practices. If youre ready to make an impact in a growing tech company and bring your MLOps expertise to the table GET IN TOUCH today! Bright More ❯

experience in a cloud environment (AWS, Azure, or GCP). • Strong understanding of ML libraries such as scikit-learn, TensorFlow, or MLflow. • Solid background in data modelling, ELT/ETL processes, and analytics best practices. If you’re ready to make an impact in a growing tech company and bring your MLOps expertise to the table — GET IN TOUCH today More ❯

days per week on-site), contributing to key data initiatives that support risk and analytics functions across the business. Key Responsibilities: Design, build, and optimise scalable data pipelines and ETL solutions. Work with complex datasets to enable data-driven insights and reporting. Collaborate closely with data scientists, analysts, and business stakeholders to deliver robust data solutions. Support the migration and More ❯

architecture frameworks (TOGAF, Zachman, etc.) Strategic experience with cloud platforms (GCP, AWS, Azure), hybrid hosting, and modern architectures Strong background in API design, microservices, modular applications, and data strategies (ETL, modelling, governance) Knowledge of cybersecurity, technology sustainability, and digital transformation in complex environments Experience in payments, retail banking, and large-scale change Leadership & Strategic Influence Proven ability to set architectural More ❯

the Candidate: Achieved Architecture Certification e.g. TOGAF or BCS (Desirable). Understand modern application, data and security architectures with a focus on Microsoft technologies and Corporate systems integration, including ETL, APIs, Azure Data Pipelines, Data Product Architectures, Identity & Access Management, Zero Trust, AI and Cloud-based technologies. Work with autonomy. Demonstrate self-leadership and ability to own and drive results More ❯

as Logic Apps, Function Apps, Service Bus, Event Grid, Event Hub, and API Management. Experience with RESTful APIs, JSON, and integration patterns (eg, pub/sub, request/response, ETL). Understanding of DevOps practices and tools (Azure DevOps, GitHub, CI/CD). Knowledge of security and identity management in Azure (eg, OAuth2, Managed Identities, RBAC). Understanding of More ❯

data and validate by profiling in a data environment Understand data structures and data model (dimensional & relational) concepts like Star schema or Fact & Dimension tables, to design and develop ETL patterns/mechanisms to ingest, analyse, validate, normalize and cleanse data Understand and produce ‘Source to Target mapping’ (STTM) documents, containing data structures, business & data transformation logics Liaise with data More ❯

AWS services. The ideal candidate will have a solid background in data engineering, Python development, and cloud-native architecture. YOUR PROFILE Design, develop, and maintain robust data pipelines and ETL workflows using AWS services. • Implement scalable data processing solutions using PySpark and AWS Glue. • Build and manage infrastructure as code using CloudFormation. • Develop and deploy serverless applications using AWS Lambda More ❯

shaping the organisation's BI landscape, ensuring data integrity, clarity, and accessibility while supporting innovative data solutions. We are seeking a candidate with a solid understanding of data manipulation and ETL processes, along with expertise in SQL, to deliver insightful business intelligence solutions that … align with organisational goals. Responsibilities Design, develop, and optimise BI solutions using Power BI, Tableau, or Fabric to meet business requirements. Develop and maintain ETL workflows to extract, transform, and load data from diverse sources. Utilise SQL for data querying, data modelling, and ensuring data accuracy and consistency. Collaborate with stakeholders to gather requirements and translate them into effective data … reporting. Qualifications Proven experience working in BI and data manipulation roles, with a strong focus on Power BI and SQL. Excellent knowledge of data extraction, transformation, and loading processes (ETL). Strong understanding of data visualisation tools such as Power BI, Tableau, or Fabric. Experience designing scalable, high-performance BI solutions. Ability to communicate technical concepts clearly to non-technical More ❯

with Microsoft Fabric as the preferred option * Experience with modern data warehousing * Strong data modelling skills across relational and NoSQL * Experience with governance, metadata, master data and integration including ETL ELT and API based approaches NO SPONSORSHIP can be offered for this role. if that sounds of interest to you then please apply, or reach out to for more information. More ❯

Maintain and upgrade Java and Spring Boot services (Java 21 upgrades, dependency management, monitoring and alerting) Investigate and support replacement of bulk processing services Troubleshoot across AWS-based components, ETL pipelines, relational and NoSQL databases Contribute to disaster recovery assurance activities Apply collaborative engineering practices, including pairing, mobbing, TDD and contract testing Participate in Agile ceremonies and continuous improvement activities More ❯

process. Strong specialist experience across several of the following areas: • Cloud services (SaaS, PaaS) (AWS preferred) • Enterprise integration patterns and tooling (MuleSoft preferred) • Enterprise data, analytics and information management, ETL knowledge • High volume transactional online systems • Security and identify management • Service and micro-service architecture • Knowledge of continuous integration tools and techniques • Design and/or development of applications using More ❯

Salesforce Marketing Cloud (Email Studio, Journey Builder, Automation Studio, Audience Builder). Strong knowledge of Salesforce Sales Cloud, Service Cloud , and integration patterns. Proficiency in APIs, data flows, and ETL processes . Experience with AMPscript, SQL , and Marketing Cloud scripting languages. Salesforce certifications (e.g., Marketing Cloud Consultant , Application Architect , System Architect ) highly desirable. Excellent communication and stakeholder management skills. Please More ❯

Salesforce Marketing Cloud (Email Studio, Journey Builder, Automation Studio, Audience Builder). Strong knowledge of Salesforce Sales Cloud, Service Cloud , and integration patterns. Proficiency in APIs, data flows, and ETL processes . Experience with AMPscript, SQL , and Marketing Cloud scripting languages. Salesforce certifications (e.g., Marketing Cloud Consultant , Application Architect , System Architect ) highly desirable. Excellent communication and stakeholder management skills. Please More ❯

proficiency in SQL for data querying, processing and performance tuning. Familiarity with Financial Services, preferably trading and the ability to ensure compliance throughout. Understanding of data warehousing, ELT/ETL processes, and data modelling. Experience using scheduling tools and in supporting applications running on Windows. A proactive mindset with a focus on service and customer impact. Performs consistently in time … to work different shift patterns/be on an on-call rota Desirable Skills Exposure to DevOps practices and tools (CI/CD, automation). Familiarity with Data/ETL tools such Microsoft Azure and Microsoft Fabric. Knowledge of Cloud-native development: Azure, Snowflake, ADF (Azure Data Factory) and DBT (Data Build Tool) for modular SQL development. Autosys scheduling and … Ab Initio for ETL and batch processing as well as Markit EDM. Understanding of MQ (IBM MQ, ACE) for message-based integrations or equivalent Understanding of Active Directory, Networks and Powershell Scripting or equivalent. We are proud to be a Disability Confident Committed employer. If you have a disability and would like to apply to one of our UK roles More ❯

of all data systems and services to ensure best performance, and alignment with business requirements. This will include, but not be limited to enterprise data archiving, data platforming, data ETL, data analytics and reporting technologies and associated infrastructure involved in the provision of all data services across the estate. Currently Police Scotland have guidance in place that allows appropriate roles … Expert knowledge of the development and administration of relational and NoSQL database Systems and Data Warehousing, Business Intelligence concepts and best practices. Expert in architecting, designing, developing and testing ETL solutions. Good working knowledge with data governance principles, data privacy regulations (e.g. GDPR), and data security best practices. Special Aptitudes Desirable Experience with geospatial data preparation and related tools. Knowledge More ❯

week into the office Pension scheme Career progression opportunities City centre parking What you will be doing: Developing and maintaining data integrations between internal and client systems. Building reliable ETL processes to manage and transform large data sets. Working closely with clients and internal teams to support smooth onboarding and data flows. Contributing to the ongoing development of our SaaS … and enjoys finding elegant technical solutions. You’ll bring: Strong C#/.Net Core and SQL skills. Experience working with REST APIs , JSON, and data pipelines. An understanding of ETL processes and data transformation. The ability to collaborate across technical and non-technical teams. Experience with Azure Knowledge of Power BI is a nice to have APPLY NOW via the More ❯

week into the office Pension scheme Career progression opportunities City centre parking What you will be doing: Developing and maintaining data integrations between internal and client systems. Building reliable ETL processes to manage and transform large data sets. Working closely with clients and internal teams to support smooth onboarding and data flows. Contributing to the ongoing development of our SaaS … clearly, and enjoys finding elegant technical solutions. Youll bring: Strong C#/.Net Core and SQL skills. Experience working with REST APIs , JSON, and data pipelines. An understanding of ETL processes and data transformation. The ability to collaborate across technical and non-technical teams. Experience with Azure Knowledge of Power BI is a nice to have APPLY NOW via the More ❯

such as Pandas, NumPy, PySpark, etc. You will also have a number of years hands-on experience with cloud services, especially Databricks, for building and managing scalable data pipelines. ETL process expertise is essential. Proficiency in working with Snowflake or similar cloud-based data warehousing solutions is also essential. Experience in data development and solutions in highly complex data environments … with large data volumes is also required. You will be responsible for collaborating with cross-functional teams to understand data requirements, and design efficient, scalable, and reliable ETL processes using Python and Databricks. You will also develop and deploy ETL jobs that extract data from various sources, transforming them to meet business needs. Please apply ASAP if this is of More ❯

Knowledge and Skills: • Person requires a minimum of 7 years of experience developing Oracle SQL and PL/SQL. • Person requires a minimum of 5 years of experience developing ETL or ETL solutions. • Person requires a minimum of 5 years of work experience in Oracle Forms. • Person requires a minimum of 2 years of work experience in Pro*C. • Candidates More ❯