Logical Data Model Contracts with Hybrid/Remote/WFH Options

Logical Data Model
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Logical Data Model skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Logical Data Model over the 6 months leading up to 17 July 2025, comparing them to the same period in the previous two years.

6 months to
17 Jul 2025
Same period 2024 Same period 2023
Rank 283 307 400
Rank change year-on-year +24 +93 +95
Contract jobs citing Logical Data Model 27 32 56
As % of all contract jobs with a WFH option 0.26% 0.23% 0.24%
As % of the Processes & Methodologies category 0.29% 0.26% 0.26%
Number of daily rates quoted 22 25 46
10th Percentile £436 £433 £500
25th Percentile £452 £500 £520
Median daily rate (50th Percentile) £513 £625 £625
Median % change year-on-year -18.00% - -0.79%
75th Percentile £626 £750 £736
90th Percentile £739 £842 £775
UK median daily rate £519 £575 £625
% change year-on-year -9.78% -8.00% -3.85%

All Process and Methodology Skills
Work from Home

Logical Data Model 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 9,340 12,391 21,248
As % of all contract jobs with a WFH option 91.61% 87.37% 89.41%
Number of daily rates quoted 6,292 8,383 14,971
10th Percentile £325 £325 £353
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £510 £525 £538
Median % change year-on-year -2.86% -2.42% +0.09%
75th Percentile £630 £638 £650
90th Percentile £750 £750 £750
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -
Number of hourly rates quoted 271 502 515
10th Percentile £12.62 £15.52 £18.05
25th Percentile £18.52 £25.50 £25.95
Median hourly rate £34.48 £43.00 £50.00
Median % change year-on-year -19.81% -14.00% +12.36%
75th Percentile £65.00 £62.38 £68.75
90th Percentile £72.50 £74.95 £80.25
UK median hourly rate £25.15 £38.12 £40.25
% change year-on-year -34.02% -5.29% +52.19%

Logical Data Model
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Logical Data Model as a proportion of all IT jobs advertised.

Logical Data Model trend for jobs with Hybrid/Remote/WFH options

Logical Data Model
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Logical Data Model.

Logical Data Model daily rate for jobs with a WFH option

Logical Data Model
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Logical Data Model over the 6 months to 17 July 2025.

Logical Data Model daily rate histogram for jobs with a WFH option

Logical Data Model
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 (3.70%) Apache
1 1 (3.70%) Apache Spark
1 1 (3.70%) Confluence
Business Applications
1 2 (7.41%) Sparx Enterprise Architect
Cloud Services
1 6 (22.22%) AWS
1 6 (22.22%) Azure
1 6 (22.22%) Power Platform
2 4 (14.81%) dbt
2 4 (14.81%) Snowflake
3 3 (11.11%) Azure DevOps
3 3 (11.11%) GCP
4 2 (7.41%) Azure Synapse Analytics
4 2 (7.41%) SaaS
5 1 (3.70%) Azure Data Factory
5 1 (3.70%) Azure Key Vault
5 1 (3.70%) Cloud Computing
5 1 (3.70%) Google Compute Engine
5 1 (3.70%) Google Kubernetes Engine
5 1 (3.70%) IaaS
5 1 (3.70%) Microsoft Purview
5 1 (3.70%) OCI
5 1 (3.70%) PaaS
Database & Business Intelligence
1 13 (48.15%) Data Warehouse
2 11 (40.74%) Data Lake
3 10 (37.04%) Metadata
4 8 (29.63%) Big Data
4 8 (29.63%) NoSQL
4 8 (29.63%) Relational Database
5 6 (22.22%) Power BI
5 6 (22.22%) RDBMS
6 3 (11.11%) SQL Server
7 2 (7.41%) Delta Lake
7 2 (7.41%) PostgreSQL
7 2 (7.41%) Tableau
8 1 (3.70%) Azure SQL Database
8 1 (3.70%) BigQuery
8 1 (3.70%) Cloud Spanner
8 1 (3.70%) Data Vault
8 1 (3.70%) Looker
8 1 (3.70%) Microsoft Analysis Services
8 1 (3.70%) Oracle BI Publisher
8 1 (3.70%) SQL Server Analysis Services
Development Applications
1 11 (40.74%) ERwin
2 7 (25.93%) ER Studio
3 2 (7.41%) JIRA
4 1 (3.70%) Visual Studio
General
1 6 (22.22%) Finance
1 6 (22.22%) Social Skills
2 5 (18.52%) Analytical Skills
3 4 (14.81%) Influencing Skills
3 4 (14.81%) Pharmaceutical
3 4 (14.81%) Public Sector
4 3 (11.11%) Documentation Skills
5 2 (7.41%) Retail
6 1 (3.70%) Military
6 1 (3.70%) Presentation Skills
Job Titles
1 14 (51.85%) Data Modeller
2 8 (29.63%) Architect
3 7 (25.93%) Data Architect
4 2 (7.41%) Analyst
4 2 (7.41%) Data Analyst
4 2 (7.41%) Data Engineer
4 2 (7.41%) Lead
4 2 (7.41%) Oracle Analyst
4 2 (7.41%) Senior
4 2 (7.41%) SQL Analyst
4 2 (7.41%) SQL Data Analyst
5 1 (3.70%) Azure Architect
5 1 (3.70%) Azure Data Architect
5 1 (3.70%) Big Data Engineer
5 1 (3.70%) GCP Architect
5 1 (3.70%) GCP Data Architect
5 1 (3.70%) Lead Data Engineer
5 1 (3.70%) Oracle Developer
5 1 (3.70%) Principal Architect
5 1 (3.70%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 2 (7.41%) Jinja
2 1 (3.70%) FHIR
2 1 (3.70%) Oracle Fusion
2 1 (3.70%) XML
Miscellaneous
1 6 (22.22%) Data Structures
2 4 (14.81%) Data Fabric
3 2 (7.41%) Legacy Systems
4 1 (3.70%) Management Information System
Processes & Methodologies
1 27 (100.00%) Data Modelling
2 23 (85.19%) Physical Data Model
3 13 (48.15%) Analytics
3 13 (48.15%) Data Architecture
4 11 (40.74%) Data Governance
5 9 (33.33%) ETL
6 8 (29.63%) Business Intelligence
6 8 (29.63%) Data Strategy
6 8 (29.63%) Metadata Management
7 6 (22.22%) Stakeholder Management
8 5 (18.52%) Data Ingestion
8 5 (18.52%) Data Integration
9 4 (14.81%) Agile
9 4 (14.81%) Data Pipeline
9 4 (14.81%) Domain-Driven Design
9 4 (14.81%) Ontologies
9 4 (14.81%) Problem-Solving
9 4 (14.81%) Translating Business Requirements
10 3 (11.11%) Dimensional Modelling
10 3 (11.11%) Visualisation
Programming Languages
1 14 (51.85%) SQL
2 3 (11.11%) Python
3 1 (3.70%) Bash
3 1 (3.70%) JavaScript
3 1 (3.70%) PL/SQL
3 1 (3.70%) PowerShell
3 1 (3.70%) R
Qualifications
1 1 (3.70%) CITP
1 1 (3.70%) Computer Science Degree
1 1 (3.70%) Degree
1 1 (3.70%) Microsoft Certification
1 1 (3.70%) SC Cleared
1 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 9 (33.33%) Data Quality
2 4 (14.81%) GDPR
3 1 (3.70%) Accessibility
3 1 (3.70%) California Consumer Privacy Act
3 1 (3.70%) Solvency II
Systems Management
1 1 (3.70%) Kubernetes
1 1 (3.70%) Terraform
Vendors
1 5 (18.52%) Oracle
2 3 (11.11%) Microsoft
3 2 (7.41%) Databricks
3 2 (7.41%) SAP
3 2 (7.41%) Sparx
3 2 (7.41%) Workday
4 1 (3.70%) Ariba
4 1 (3.70%) Duck Creek
4 1 (3.70%) Google
4 1 (3.70%) Guidewire
4 1 (3.70%) IBM
4 1 (3.70%) ServiceNow