Data Warehouse Contract Job Trends in Glasgow

Data Warehousing
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Data Warehouse skills. It covers contract job vacancies from the 6 months leading up to 14 February 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Feb 2026
Same period 2025 Same period 2024
Rank 42 70 73
Rank change year-on-year +28 +3 +2
Contract jobs citing Data Warehouse 33 12 9
As % of all contract jobs in Glasgow 4.59% 1.49% 0.98%
As % of the Database & Business Intelligence category 17.74% 7.50% 5.29%
Number of daily rates quoted 26 9 9
10th Percentile £339 £145 £413
25th Percentile £381 £313 £488
Median daily rate (50th Percentile) £449 £337 £500
Median % change year-on-year +33.09% -32.60% +12.11%
75th Percentile £513 £393 £675
90th Percentile £575 £399 -
Scotland median daily rate £450 £425 £475
% change year-on-year +5.88% -10.53% +2.37%
Number of hourly rates quoted 0 2 0
Median hourly rate - £19.59 -
Scotland median hourly rate £64.00 £19.59 -
% change year-on-year +226.70% - -

All Database & BI Skills
Glasgow

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 Glasgow.

Contract vacancies with a requirement for database or business intelligence skills 186 160 170
As % of all contract IT jobs advertised in Glasgow 25.87% 19.80% 18.48%
Number of daily rates quoted 126 107 123
10th Percentile £313 £319 £315
25th Percentile £358 £363 £400
Median daily rate (50th Percentile) £442 £438 £475
Median % change year-on-year +1.09% -7.89% -5.00%
75th Percentile £525 £498 £535
90th Percentile £570 £589 £675
Scotland median daily rate £450 £465 £482
% change year-on-year -3.23% -3.43% -1.38%
Number of hourly rates quoted 2 3 1
10th Percentile £36.50 - -
25th Percentile £38.75 - £51.25
Median hourly rate £42.50 £19.59 £52.50
Median % change year-on-year +116.95% -62.69% +50.00%
75th Percentile £46.25 £23.67 £53.75
90th Percentile £48.50 £26.12 -
Scotland median hourly rate £52.50 £23.05 £21.64
% change year-on-year +127.82% +6.49% -27.87%

Data Warehouse
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of contract IT job postings citing Data Warehouse relative to all contract IT jobs advertised in Glasgow.

Data Warehouse job vacancy trend in Glasgow

Data Warehouse
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Data Warehouse.

Contractor daily rate distribution trend for jobs in Glasgow citing Data Warehouse

Data Warehouse
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Data Warehouse in Glasgow over the 6 months to 14 February 2026.

Daily rate histogram for Data Warehouse in Glasgow

Data Warehouse
Hourly Rate Trend in Glasgow

Contractor hourly rate distribution trend for jobs in Glasgow citing Data Warehouse.

Contractor hourly rate distribution trend for jobs in Glasgow citing Data Warehouse

Data Warehouse
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 7 (21.21%) Apache Spark
2 6 (18.18%) Apache
2 6 (18.18%) Apache Airflow
Cloud Services
1 17 (51.52%) AWS
2 16 (48.48%) Azure
3 15 (45.45%) Snowflake
4 11 (33.33%) Serverless
5 8 (24.24%) Power Platform
6 5 (15.15%) Azure Synapse Analytics
7 4 (12.12%) Amazon S3
7 4 (12.12%) AWS CloudFormation
7 4 (12.12%) AWS Lambda
7 4 (12.12%) Microsoft Purview
8 3 (9.09%) Azure Data Factory
9 2 (6.06%) Amazon ECS
9 2 (6.06%) Amazon SageMaker
9 2 (6.06%) Amazon SQS
9 2 (6.06%) AWS CloudTrail
9 2 (6.06%) AWS Step Functions
9 2 (6.06%) Azure Pipelines
9 2 (6.06%) Dynamics 365
9 2 (6.06%) Virtual Private Cloud
10 1 (3.03%) IaaS
Database & Business Intelligence
1 14 (42.42%) Data Lake
2 9 (27.27%) PostgreSQL
3 8 (24.24%) Power BI
4 4 (12.12%) Amazon Athena
4 4 (12.12%) Big Data
4 4 (12.12%) Hadoop
4 4 (12.12%) Metadata
4 4 (12.12%) NoSQL
4 4 (12.12%) RDBMS
4 4 (12.12%) Relational Database
5 2 (6.06%) Amazon Aurora
5 2 (6.06%) Amazon Redshift
5 2 (6.06%) Azure SQL Database
5 2 (6.06%) Delta Lake
5 2 (6.06%) SQL Server
5 2 (6.06%) SQL Server Reporting Services
5 2 (6.06%) Tableau
Development Applications
1 9 (27.27%) Git
2 4 (12.12%) GitLab
3 2 (6.06%) Bitbucket
3 2 (6.06%) Jenkins
3 2 (6.06%) MLflow
4 1 (3.03%) JIRA
General
1 9 (27.27%) Finance
2 8 (24.24%) Social Skills
3 5 (15.15%) Banking
4 4 (12.12%) Analytical Skills
5 3 (9.09%) Influencing Skills
6 2 (6.06%) Investment Banking
6 2 (6.06%) Public Sector
Job Titles
1 18 (54.55%) Data Engineer
2 9 (27.27%) Architect
2 9 (27.27%) Data Architect
3 7 (21.21%) Lead
4 5 (15.15%) Python Data Engineer
4 5 (15.15%) Python Engineer
4 5 (15.15%) Snowflake Architect
5 3 (9.09%) Lead Data Engineer
5 3 (9.09%) Senior
5 3 (9.09%) Solutions Architect
6 2 (6.06%) AWS Architect
6 2 (6.06%) AWS Data Architect
6 2 (6.06%) Snowflake Data Engineer
6 2 (6.06%) Snowflake Engineer
6 2 (6.06%) Technical Leader
7 1 (3.03%) AWS Solution Architect
7 1 (3.03%) Cloud Engineer
7 1 (3.03%) Database Engineer
7 1 (3.03%) Senior Ab Initio Developer
7 1 (3.03%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (33.33%) PySpark
2 6 (18.18%) REST
3 5 (15.15%) NumPy
3 5 (15.15%) Pandas
4 2 (6.06%) Node.js
4 2 (6.06%) RESTful
4 2 (6.06%) SOAP
5 1 (3.03%) Kafka
5 1 (3.03%) RabbitMQ
Miscellaneous
1 9 (27.27%) Distributed Systems
2 8 (24.24%) Cloud Native
3 7 (21.21%) Hybrid Cloud
4 5 (15.15%) Algorithms
5 1 (3.03%) Data Fabric
5 1 (3.03%) Product Ownership
Operating Systems
1 5 (15.15%) Linux
2 1 (3.03%) Unix
Processes & Methodologies
1 17 (51.52%) Problem-Solving
2 15 (45.45%) Data Pipeline
2 15 (45.45%) Migration
3 13 (39.39%) Data Modelling
4 12 (36.36%) ETL
4 12 (36.36%) Machine Learning
5 10 (30.30%) Data Security
5 10 (30.30%) DevOps
6 9 (27.27%) AI
6 9 (27.27%) CI/CD
6 9 (27.27%) Data Engineering
7 8 (24.24%) Agile
7 8 (24.24%) Analytics
7 8 (24.24%) Business Intelligence
7 8 (24.24%) Data Integration
7 8 (24.24%) Performance Optimisation
7 8 (24.24%) Performance Tuning
8 7 (21.21%) Cost Management
8 7 (21.21%) High Availability
8 7 (21.21%) Infrastructure as Code
Programming Languages
1 26 (78.79%) Python
2 13 (39.39%) SQL
3 4 (12.12%) Java
3 4 (12.12%) PL/SQL
4 2 (6.06%) Shell Script
4 2 (6.06%) T-SQL
Qualifications
1 2 (6.06%) AWS Certification
1 2 (6.06%) AWS Certified Solutions Architect
1 2 (6.06%) Security Cleared
Quality Assurance & Compliance
1 3 (9.09%) Accessibility
1 3 (9.09%) Data Quality
2 2 (6.06%) GDPR
2 2 (6.06%) QA
Systems Management
1 9 (27.27%) Terraform
2 7 (21.21%) Ansible
Vendors
1 13 (39.39%) Databricks
2 7 (21.21%) Greenplum
3 3 (9.09%) Cloudera
3 3 (9.09%) Microsoft
3 3 (9.09%) ServiceNow
4 2 (6.06%) MobileIron
5 1 (3.03%) Ab Initio
5 1 (3.03%) IBM