Data Warehouse Contracts in Edinburgh

Data Warehousing
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Warehouse skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Warehouse over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 37 61 92
Rank change year-on-year +24 +31 +8
Contract jobs citing Data Warehouse 30 11 20
As % of all contract jobs advertised in Edinburgh 4.80% 1.35% 1.53%
As % of the Database & Business Intelligence category 20.83% 7.53% 6.47%
Number of daily rates quoted 17 5 17
10th Percentile £413 £414 £414
25th Percentile £416 £416 £446
Median daily rate (50th Percentile) £450 £445 £475
Median % change year-on-year +1.12% -6.32% -5.00%
75th Percentile £488 £475 £550
90th Percentile £600 £513 £626
Scotland median daily rate £435 £475 £495
% change year-on-year -8.42% -4.04% -2.22%

All Database and Business Intelligence Skills
Edinburgh

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Edinburgh.

Contract vacancies with a requirement for database or business intelligence skills 144 146 309
As % of all contract IT jobs advertised in Edinburgh 23.04% 17.91% 23.71%
Number of daily rates quoted 83 106 256
10th Percentile £413 £381 £402
25th Percentile £450 £431 £439
Median daily rate (50th Percentile) £500 £497 £489
Median % change year-on-year +0.60% +1.64% -2.20%
75th Percentile £538 £575 £544
90th Percentile £612 £669 £625
Scotland median daily rate £471 £475 £495
% change year-on-year -0.95% -4.04% +4.21%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £26.32 - -
Median hourly rate £27.35 - -
75th Percentile £28.38 - -
90th Percentile - - -
Scotland median hourly rate £26.50 £37.07 £35.00
% change year-on-year -28.51% +5.91% +34.62%

Data Warehouse
Job Vacancy Trend in Edinburgh

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Warehouse in Edinburgh

Data Warehouse
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Data Warehouse in Edinburgh.

Daily rate trend for Data Warehouse in Edinburgh

Data Warehouse
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Warehouse in Edinburgh over the 6 months to 1 May 2025.

Daily rate histogram for Data Warehouse in Edinburgh

Data Warehouse
Contractor Hourly Rate Trend in Edinburgh

3-month moving average hourly rates quoted in jobs citing Data Warehouse in Edinburgh.

Hourly rate trend for Data Warehouse in Edinburgh

Data Warehouse
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (26.67%) Confluence
2 3 (10.00%) Apache Airflow
2 3 (10.00%) SharePoint
3 1 (3.33%) Apache Spark
3 1 (3.33%) SAS
Applications
1 8 (26.67%) MS Visio
2 1 (3.33%) Microsoft Excel
Cloud Services
1 21 (70.00%) AWS
2 11 (36.67%) Amazon S3
3 8 (26.67%) AWS Lambda
3 8 (26.67%) Serverless
4 6 (20.00%) AWS CloudFormation
4 6 (20.00%) Azure
5 5 (16.67%) AWS CodePipeline
5 5 (16.67%) OpenShift
5 5 (16.67%) Power Platform
6 4 (13.33%) AWS Step Functions
6 4 (13.33%) Snowflake
7 3 (10.00%) Amazon EMR
8 2 (6.67%) Amazon EC2
8 2 (6.67%) GCP
9 1 (3.33%) Azure Data Factory
9 1 (3.33%) Azure DevOps
9 1 (3.33%) Azure Synapse Analytics
9 1 (3.33%) Cloud Computing
9 1 (3.33%) SaaS
Database & Business Intelligence
1 8 (26.67%) Amazon RDS
1 8 (26.67%) PostgreSQL
2 6 (20.00%) Oracle Database
3 5 (16.67%) Power BI
4 4 (13.33%) Amazon Redshift
5 3 (10.00%) SQL Server
6 2 (6.67%) Amazon Athena
6 2 (6.67%) Azure SQL Database
6 2 (6.67%) Data Lake
6 2 (6.67%) Oracle Reports
6 2 (6.67%) PowerCenter
7 1 (3.33%) Big Data
7 1 (3.33%) GIS
7 1 (3.33%) Star Schema
Development Applications
1 9 (30.00%) GitLab
2 8 (26.67%) JIRA
3 1 (3.33%) ER Studio
General
1 13 (43.33%) Public Sector
2 9 (30.00%) Social Skills
3 8 (26.67%) Finance
4 7 (23.33%) Banking
5 4 (13.33%) Analytical Skills
6 1 (3.33%) Organisational Skills
6 1 (3.33%) Retail
6 1 (3.33%) Retail Banking
Job Titles
1 12 (40.00%) Analyst
2 11 (36.67%) Data Engineer
3 7 (23.33%) Data Analyst
4 5 (16.67%) Business Analyst
5 3 (10.00%) Business Data Analyst
5 3 (10.00%) ETL Analyst
5 3 (10.00%) Re-Platforming Analyst
5 3 (10.00%) Technical Analyst
6 2 (6.67%) Architect
6 2 (6.67%) Cloud Architect
6 2 (6.67%) Cloud Engineer
7 1 (3.33%) AWS Architect
7 1 (3.33%) AWS Engineer
7 1 (3.33%) Data Analytics Engineer
7 1 (3.33%) Data Modeller
7 1 (3.33%) Designer
7 1 (3.33%) Lead Designer
7 1 (3.33%) Release Manager
7 1 (3.33%) Release Train Manager
7 1 (3.33%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 6 (20.00%) AWS CDK
2 5 (16.67%) REST
3 3 (10.00%) PostGIS
4 1 (3.33%) .NET
4 1 (3.33%) PySpark
Miscellaneous
1 6 (20.00%) Legacy Systems
2 2 (6.67%) Cloud Native
3 1 (3.33%) Data Protection Act
3 1 (3.33%) NHS
3 1 (3.33%) Team-Oriented Environment
3 1 (3.33%) Video\Live Streaming
Processes & Methodologies
1 21 (70.00%) ETL
2 12 (40.00%) Migration
3 11 (36.67%) Data Integration
3 11 (36.67%) Data Transformation
3 11 (36.67%) DevOps
3 11 (36.67%) Translating Business Requirements
4 10 (33.33%) Analytics
4 10 (33.33%) Data Migration
5 8 (26.67%) Business Analysis
5 8 (26.67%) Data Modelling
5 8 (26.67%) Data Pipeline
6 7 (23.33%) Data Analysis
7 6 (20.00%) Agile
7 6 (20.00%) Business Intelligence
7 6 (20.00%) CI/CD
7 6 (20.00%) Data Engineering
7 6 (20.00%) Data Governance
7 6 (20.00%) Stakeholder Management
8 5 (16.67%) Data Science
8 5 (16.67%) Requirements Gathering
Programming Languages
1 17 (56.67%) SQL
2 11 (36.67%) Python
3 2 (6.67%) T-SQL
4 1 (3.33%) PL/SQL
Qualifications
1 12 (40.00%) Degree
2 5 (16.67%) Computer Science Degree
3 4 (13.33%) AWS Certification
4 3 (10.00%) AWS Certified Solutions Architect
5 1 (3.33%) Azure Certification
5 1 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 12 (40.00%) Data Quality
2 6 (20.00%) QA
3 5 (16.67%) Disclosure Scotland
4 2 (6.67%) Accessibility
System Software
1 6 (20.00%) Docker
Systems Management
1 3 (10.00%) Grafana
Vendors
1 6 (20.00%) Oracle
2 4 (13.33%) Microsoft
3 3 (10.00%) Databricks
3 3 (10.00%) Informatica
3 3 (10.00%) Teradata
4 1 (3.33%) Google
4 1 (3.33%) IDERA
4 1 (3.33%) Pega
4 1 (3.33%) TSYS