Dimensional Modelling Contracts with Hybrid/Remote/WFH Options

Dimensional Modelling
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Dimensional Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Dimensional Modelling over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 286 336 437
Rank change year-on-year +50 +101 +128
Contract jobs citing Dimensional Modelling 16 13 37
As % of all contract jobs with a WFH option 0.16% 0.085% 0.14%
As % of the Processes & Methodologies category 0.18% 0.097% 0.16%
Number of daily rates quoted 15 9 31
10th Percentile £437 £473 £475
25th Percentile £450 £475 £526
Median daily rate (50th Percentile) £488 £500 £550
Median % change year-on-year -2.50% -9.09% -3.30%
75th Percentile £556 £650 £588
90th Percentile £627 - £688
UK median daily rate £525 £525 £563
% change year-on-year - -6.67% -2.17%

All Process and Methodology Skills
Work from Home

Dimensional Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,017 13,465 23,106
As % of all contract jobs with a WFH option 91.06% 87.90% 89.81%
Number of daily rates quoted 6,189 8,984 16,334
10th Percentile £340 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 221 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.75 £25.25 £30.54
Median hourly rate £39.00 £43.00 £55.00
Median % change year-on-year -9.30% -21.82% +57.14%
75th Percentile £66.50 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.00
UK median hourly rate £29.00 £35.50 £36.42
% change year-on-year -18.31% -2.53% +45.69%

Dimensional Modelling
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Dimensional Modelling as a proportion of all IT jobs advertised.

Dimensional Modelling trend for jobs with Hybrid/Remote/WFH options

Dimensional Modelling
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Dimensional Modelling.

Dimensional Modelling daily rate for jobs with a WFH option

Dimensional Modelling
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Dimensional Modelling over the 6 months to 2 May 2025.

Dimensional Modelling daily rate histogram for jobs with a WFH option

Dimensional Modelling
Co-occurring Skills and Capabilities with WFH Options 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 (6.25%) Apache
1 1 (6.25%) Apache Airflow
1 1 (6.25%) Apache Spark
Applications
1 1 (6.25%) MS Visio
Business Applications
1 3 (18.75%) Sparx Enterprise Architect
Cloud Services
1 7 (43.75%) AWS
2 6 (37.50%) Azure
3 5 (31.25%) Azure Synapse Analytics
3 5 (31.25%) Power Platform
4 3 (18.75%) Snowflake
5 2 (12.50%) GitHub
5 2 (12.50%) GitHub Actions
6 1 (6.25%) Amazon CloudWatch
6 1 (6.25%) Amazon S3
6 1 (6.25%) AWS Lambda
6 1 (6.25%) Azure Data Factory
6 1 (6.25%) dbt
6 1 (6.25%) Dynamics 365
6 1 (6.25%) Serverless
Database & Business Intelligence
1 9 (56.25%) Data Warehouse
2 5 (31.25%) Power BI
3 4 (25.00%) Data Lake
4 3 (18.75%) Relational Database
5 2 (12.50%) Big Data
5 2 (12.50%) NoSQL
5 2 (12.50%) RDBMS
5 2 (12.50%) Tableau
6 1 (6.25%) Amazon RDS
6 1 (6.25%) Data Mining
6 1 (6.25%) Flink
6 1 (6.25%) InfluxDB
6 1 (6.25%) MySQL
6 1 (6.25%) Oracle Database
6 1 (6.25%) Snowflake Schema
6 1 (6.25%) SQL Server
6 1 (6.25%) Star Schema
Development Applications
1 5 (31.25%) ERwin
2 2 (12.50%) ER Studio
General
1 3 (18.75%) Finance
2 2 (12.50%) Analytical Skills
2 2 (12.50%) Legal
2 2 (12.50%) Public Sector
2 2 (12.50%) Social Skills
3 1 (6.25%) Documentation Skills
3 1 (6.25%) Local Government
3 1 (6.25%) Organisational Skills
Job Titles
1 7 (43.75%) Data Engineer
2 4 (25.00%) Azure Data Engineer
2 4 (25.00%) Azure Engineer
2 4 (25.00%) Data Modeller
3 3 (18.75%) Lead
4 2 (12.50%) Analyst
4 2 (12.50%) Architect
4 2 (12.50%) Data Analyst
4 2 (12.50%) Data Architect
4 2 (12.50%) Developer
4 2 (12.50%) Lead Data Engineer
4 2 (12.50%) Oracle Analyst
4 2 (12.50%) SQL Analyst
4 2 (12.50%) SQL Data Analyst
5 1 (6.25%) Ab Initio Developer
5 1 (6.25%) AWS Data Engineer
5 1 (6.25%) AWS Engineer
5 1 (6.25%) Azure Security Engineer
5 1 (6.25%) Business Intelligence Developer
5 1 (6.25%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (25.00%) PySpark
2 3 (18.75%) JSON
3 2 (12.50%) Jinja
Miscellaneous
1 1 (6.25%) Data Structures
1 1 (6.25%) Product Ownership
1 1 (6.25%) Smart City
1 1 (6.25%) Virtual Team
Processes & Methodologies
1 12 (75.00%) Data Modelling
2 9 (56.25%) Analytics
3 8 (50.00%) Business Intelligence
3 8 (50.00%) ETL
4 6 (37.50%) Data Engineering
5 5 (31.25%) Data Science
5 5 (31.25%) Logical Data Model
5 5 (31.25%) Physical Data Model
6 4 (25.00%) Data Architecture
6 4 (25.00%) Data Mapping
6 4 (25.00%) Data Transformation
6 4 (25.00%) Project Delivery
7 3 (18.75%) CI/CD
7 3 (18.75%) Data Analytics
7 3 (18.75%) Data Governance
7 3 (18.75%) Data Management
7 3 (18.75%) Data Pipeline
7 3 (18.75%) Decision-Making
7 3 (18.75%) Migration
7 3 (18.75%) Visualisation
Programming Languages
1 12 (75.00%) SQL
2 5 (31.25%) Python
3 1 (6.25%) JavaScript
3 1 (6.25%) R
Qualifications
1 5 (31.25%) Security Cleared
2 4 (25.00%) SC Cleared
3 1 (6.25%) AWS Certification
3 1 (6.25%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 4 (25.00%) Data Quality
2 1 (6.25%) Accessibility
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Terraform
Vendors
1 4 (25.00%) Databricks
1 4 (25.00%) Oracle
2 3 (18.75%) Sparx
3 2 (12.50%) Microsoft
3 2 (12.50%) Workday
4 1 (6.25%) Ab Initio
4 1 (6.25%) Google
4 1 (6.25%) IBM