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 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 259 299 426
Rank change year-on-year +40 +127 +69
Contract jobs citing Logical Data Model 45 46 51
As % of all contract jobs with a WFH option 0.45% 0.30% 0.20%
As % of the Processes & Methodologies category 0.50% 0.34% 0.22%
Number of daily rates quoted 38 32 43
10th Percentile £350 £465 £484
25th Percentile £440 £550 £519
Median daily rate (50th Percentile) £500 £625 £625
Median % change year-on-year -20.00% - -
75th Percentile £638 £708 £738
90th Percentile £647 £863 £775
UK median daily rate £500 £625 £650
% change year-on-year -20.00% -3.85% +4.00%

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 9,021 13,483 23,229
As % of all contract jobs with a WFH option 91.08% 87.87% 89.84%
Number of daily rates quoted 6,191 8,996 16,418
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 224 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.56 £25.25 £30.54
Median hourly rate £39.52 £43.00 £55.00
Median % change year-on-year -8.09% -21.82% +57.14%
75th Percentile £66.13 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.23
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

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 1 May 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 (2.22%) Apache Airflow
Applications
1 1 (2.22%) Microsoft Excel
1 1 (2.22%) MS Visio
Business Applications
1 6 (13.33%) Sparx Enterprise Architect
Cloud Services
1 11 (24.44%) dbt
2 10 (22.22%) AWS
3 6 (13.33%) Azure
4 5 (11.11%) Snowflake
5 4 (8.89%) OCI
5 4 (8.89%) Power Platform
5 4 (8.89%) SaaS
6 2 (4.44%) GitHub
6 2 (4.44%) GitHub Actions
7 1 (2.22%) Azure DevOps
7 1 (2.22%) Azure Synapse Analytics
7 1 (2.22%) Collibra
7 1 (2.22%) GCP
7 1 (2.22%) Microsoft Purview
Database & Business Intelligence
1 15 (33.33%) Data Warehouse
2 13 (28.89%) Metadata
3 11 (24.44%) Relational Database
4 10 (22.22%) Data Lake
5 8 (17.78%) NoSQL
6 7 (15.56%) Big Data
7 6 (13.33%) RDBMS
8 4 (8.89%) Oracle BI Publisher
8 4 (8.89%) Oracle Reports
8 4 (8.89%) Power BI
8 4 (8.89%) SQL Server
9 3 (6.67%) PostgreSQL
9 3 (6.67%) Tableau
10 1 (2.22%) Data Mining
10 1 (2.22%) Microsoft Analysis Services
10 1 (2.22%) MySQL
10 1 (2.22%) OLTP
10 1 (2.22%) SAP BW
10 1 (2.22%) Snowflake Schema
10 1 (2.22%) Star Schema
Development Applications
1 14 (31.11%) ERwin
2 7 (15.56%) ER Studio
3 1 (2.22%) Git
3 1 (2.22%) JIRA
3 1 (2.22%) Liquibase
3 1 (2.22%) PowerDesigner
3 1 (2.22%) Visual Studio
General
1 9 (20.00%) Finance
2 8 (17.78%) Public Sector
3 7 (15.56%) Analytical Skills
3 7 (15.56%) Social Skills
4 4 (8.89%) Influencing Skills
4 4 (8.89%) Pharmaceutical
5 3 (6.67%) Retail
6 2 (4.44%) Banking
6 2 (4.44%) Documentation Skills
7 1 (2.22%) Inclusion and Diversity
7 1 (2.22%) Law
7 1 (2.22%) Manufacturing
7 1 (2.22%) Military
7 1 (2.22%) Organisational Skills
Job Titles
1 20 (44.44%) Data Modeller
2 8 (17.78%) Architect
3 7 (15.56%) Data Architect
3 7 (15.56%) Senior
4 4 (8.89%) Data Engineer
4 4 (8.89%) Developer
4 4 (8.89%) Lead
4 4 (8.89%) Oracle Developer
5 3 (6.67%) Analyst
6 2 (4.44%) Data Analyst
6 2 (4.44%) Enterprise Architect
6 2 (4.44%) Lead Data Engineer
6 2 (4.44%) Oracle Analyst
6 2 (4.44%) SQL Analyst
6 2 (4.44%) SQL Data Analyst
7 1 (2.22%) AWS Data Engineer
7 1 (2.22%) AWS Engineer
7 1 (2.22%) Big Data Engineer
7 1 (2.22%) Enterprise Data Architect
7 1 (2.22%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 7 (15.56%) Jinja
2 5 (11.11%) XML
3 4 (8.89%) Oracle Fusion
4 1 (2.22%) FHIR
4 1 (2.22%) FIX Protocol
4 1 (2.22%) FpML
4 1 (2.22%) JSON
Miscellaneous
1 5 (11.11%) Data Structures
2 4 (8.89%) Data Fabric
2 4 (8.89%) Reference Data
3 2 (4.44%) FMCG
3 2 (4.44%) Legacy Systems
3 2 (4.44%) Management Information System
4 1 (2.22%) Product Ownership
4 1 (2.22%) Virtual Team
Processes & Methodologies
1 45 (100.00%) Data Modelling
2 36 (80.00%) Physical Data Model
3 23 (51.11%) Analytics
4 15 (33.33%) ETL
5 14 (31.11%) Business Intelligence
6 13 (28.89%) Data Architecture
7 11 (24.44%) Data Governance
8 10 (22.22%) Problem-Solving
9 9 (20.00%) Data Integration
10 8 (17.78%) Data Strategy
10 8 (17.78%) Metadata Management
11 5 (11.11%) Conceptual Models
11 5 (11.11%) Data Ingestion
11 5 (11.11%) Dimensional Modelling
11 5 (11.11%) ERP
11 5 (11.11%) Ontologies
11 5 (11.11%) Stakeholder Management
12 4 (8.89%) Agile
12 4 (8.89%) Machine Learning
12 4 (8.89%) Supply Chain Management
Programming Languages
1 24 (53.33%) SQL
2 6 (13.33%) Python
3 4 (8.89%) PL/SQL
4 1 (2.22%) JavaScript
4 1 (2.22%) R
Qualifications
1 3 (6.67%) SC Cleared
1 3 (6.67%) Security Cleared
2 2 (4.44%) Degree
3 1 (2.22%) CITP
3 1 (2.22%) Computer Science Degree
3 1 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 10 (22.22%) Data Quality
2 4 (8.89%) GDPR
3 1 (2.22%) Accessibility
3 1 (2.22%) California Consumer Privacy Act
3 1 (2.22%) HIPAA
3 1 (2.22%) ISO 20022
Vendors
1 10 (22.22%) Oracle
2 6 (13.33%) Sparx
3 4 (8.89%) Microsoft
3 4 (8.89%) SAP
4 3 (6.67%) Databricks
5 2 (4.44%) IBM
5 2 (4.44%) Workday
6 1 (2.22%) Ariba
6 1 (2.22%) Google