Data Warehouse Contracts in Scotland

Data Warehousing
UK > Scotland

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 101 115 99
Rank change year-on-year +14 -16 +10
Contract jobs citing Data Warehouse 24 45 70
As % of all contract jobs advertised in Scotland 1.12% 1.66% 2.05%
As % of the Database & Business Intelligence category 6.17% 7.76% 12.17%
Number of daily rates quoted 18 35 40
10th Percentile £395 £413 £415
25th Percentile £438 £448 £459
Median daily rate (50th Percentile) £475 £490 £506
Median % change year-on-year -3.06% -3.21% +19.12%
75th Percentile £528 £544 £653
90th Percentile £675 £628 £750
UK median daily rate £537 £550 £550
% change year-on-year -2.41% - +10.00%
Number of hourly rates quoted 0 1 0
Median hourly rate - £35.00 -
UK median hourly rate £50.50 £64.00 £43.42
% change year-on-year -21.09% +47.41% +66.98%

All Database and Business Intelligence Skills
Scotland

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 389 580 575
As % of all contract IT jobs advertised in Scotland 18.08% 21.46% 16.84%
Number of daily rates quoted 294 450 409
10th Percentile £324 £400 £362
25th Percentile £400 £431 £413
Median daily rate (50th Percentile) £475 £490 £481
Median % change year-on-year -3.06% +1.87% +13.18%
75th Percentile £538 £550 £550
90th Percentile £642 £650 £625
UK median daily rate £525 £545 £545
% change year-on-year -3.67% - +9.00%
Number of hourly rates quoted 2 7 5
10th Percentile £24.60 £19.83 £15.73
25th Percentile £29.04 £27.94 £17.50
Median hourly rate £37.07 £35.00 £26.00
Median % change year-on-year +5.91% +34.62% -35.00%
75th Percentile £45.72 £67.66 £36.50
90th Percentile £50.54 £69.25 £43.40
UK median hourly rate £40.00 £60.00 £46.00
% change year-on-year -33.33% +30.43% +73.58%

Data Warehouse
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Warehouse in Scotland

Data Warehouse
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Data Warehouse in Scotland

Data Warehouse
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Data Warehouse in Scotland over the 6 months to 16 May 2024.

Daily rate histogram for Data Warehouse in Scotland

Data Warehouse
Contractor Hourly Rate Trend in Scotland

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

Hourly rate trend for Data Warehouse in Scotland

Data Warehouse
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the Scotland region over the 6 months to 16 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +26 11 £445 -6.32% 7
Glasgow +5 11 £488 +1.04% 6
Lanarkshire - 1 £460 - 2
Data Warehouse
UK

Data Warehouse
Co-occurring Skills and Capabilities in Scotland 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 1 (4.17%) Apache Spark
Cloud Services
1 7 (29.17%) AWS
2 6 (25.00%) AWS CloudFormation
2 6 (25.00%) AWS CodePipeline
3 5 (20.83%) Azure
4 4 (16.67%) Amazon S3
4 4 (16.67%) AWS Lambda
4 4 (16.67%) Serverless
5 3 (12.50%) Amazon SageMaker
5 3 (12.50%) OpenShift
5 3 (12.50%) Power Platform
6 2 (8.33%) GCP
7 1 (4.17%) Azure Data Factory
7 1 (4.17%) Azure Synapse Analytics
7 1 (4.17%) SaaS
7 1 (4.17%) Snowflake
Database & Business Intelligence
1 6 (25.00%) PostgreSQL
2 5 (20.83%) SQL Server
3 4 (16.67%) Big Data
3 4 (16.67%) Parquet
3 4 (16.67%) Relational Database
4 3 (12.50%) Amazon RDS
4 3 (12.50%) Data Lake
4 3 (12.50%) Power BI
4 3 (12.50%) Star Schema
5 2 (8.33%) Oracle Reports
6 1 (4.17%) GIS
6 1 (4.17%) Oracle Database
Development Applications
1 6 (25.00%) GitLab
2 2 (8.33%) ER Studio
3 1 (4.17%) Git
3 1 (4.17%) JIRA
General
1 11 (45.83%) Finance
2 4 (16.67%) Financial Institution
3 3 (12.50%) Public Sector
4 2 (8.33%) Social Skills
5 1 (4.17%) Analytical Skills
5 1 (4.17%) Legal
Job Titles
1 9 (37.50%) Data Engineer
2 6 (25.00%) Developer
3 3 (12.50%) Python Developer
4 2 (8.33%) Analyst
4 2 (8.33%) Data Analyst
4 2 (8.33%) Data Modeller
4 2 (8.33%) Finance Modeller
4 2 (8.33%) Lead
5 1 (4.17%) Audit Analyst
5 1 (4.17%) Data Scientist
5 1 (4.17%) Project Manager
5 1 (4.17%) Technical Manager
5 1 (4.17%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 6 (25.00%) AWS CDK
1 6 (25.00%) REST
2 5 (20.83%) PySpark
3 4 (16.67%) Apache Avro
3 4 (16.67%) PostGIS
4 1 (4.17%) Kafka
Miscellaneous
1 4 (16.67%) Distributed Computing
2 1 (4.17%) Data Protection Act
2 1 (4.17%) Legacy Systems
Operating Systems
1 2 (8.33%) Unix
Processes & Methodologies
1 10 (41.67%) Agile
1 10 (41.67%) Data Modelling
2 8 (33.33%) DevOps
2 8 (33.33%) ETL
3 5 (20.83%) CI/CD
3 5 (20.83%) Data Integration
3 5 (20.83%) Migration
4 4 (16.67%) Data Transformation
4 4 (16.67%) Machine Learning
4 4 (16.67%) Software Engineering
5 3 (12.50%) Artificial Intelligence
5 3 (12.50%) Business Intelligence
5 3 (12.50%) Data Migration
5 3 (12.50%) Inclusive Design
5 3 (12.50%) Kanban
5 3 (12.50%) Natural Language Processing
5 3 (12.50%) Requirements Analysis
5 3 (12.50%) Scrum
5 3 (12.50%) User Acceptance Testing
6 2 (8.33%) Unit Testing
Programming Languages
1 16 (66.67%) Python
2 14 (58.33%) SQL
3 4 (16.67%) C#
3 4 (16.67%) Java
4 3 (12.50%) Shell Script
5 2 (8.33%) PL/SQL
6 1 (4.17%) Bash
Qualifications
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
2 1 (4.17%) Accessibility
2 1 (4.17%) Disclosure Scotland
System Software
1 6 (25.00%) Docker
Systems Management
1 2 (8.33%) Grafana
Vendors
1 5 (20.83%) Databricks
2 4 (16.67%) AVEVA
3 3 (12.50%) Oracle
4 2 (8.33%) IDERA
5 1 (4.17%) CA Agile Central
5 1 (4.17%) Cognos
5 1 (4.17%) Google