Logical Data Model Contracts in England

Logical Data Model
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 402 468 548
Rank change year-on-year +66 +80 -23
Contract jobs citing Logical Data Model 83 74 105
As % of all contract jobs advertised in England 0.34% 0.20% 0.21%
As % of the Processes & Methodologies category 0.37% 0.23% 0.23%
Number of daily rates quoted 66 55 69
10th Percentile £377 £434 £450
25th Percentile £452 £474 £519
Median daily rate (50th Percentile) £525 £600 £650
Median % change year-on-year -12.50% -7.69% +4.00%
75th Percentile £638 £688 £763
90th Percentile £720 £830 £853
UK median daily rate £500 £625 £650
% change year-on-year -20.00% -3.85% +4.00%
Number of hourly rates quoted 2 0 0
10th Percentile - - -
25th Percentile £78.75 - -
Median hourly rate £80.50 - -
75th Percentile £82.25 - -
90th Percentile - - -
UK median hourly rate £80.50 - -

All Process and Methodology Skills
England

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 requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Logical Data Model
Job Vacancy Trend in England

Job postings citing Logical Data Model as a proportion of all IT jobs advertised in England.

Job vacancy trend for Logical Data Model in England

Logical Data Model
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Logical Data Model in England.

Daily rate trend for Logical Data Model in England

Logical Data Model
Daily Rate Histogram in England

Daily rate distribution for jobs citing Logical Data Model in England over the 6 months to 1 May 2025.

Daily rate histogram for Logical Data Model in England

Logical Data Model
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Logical Data Model in England.

Hourly rate trend for Logical Data Model in England

Logical Data Model
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logical Data Model within the England region over the 6 months to 1 May 2025. 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
London +36 52 £531 -16.67% 32
East of England +36 9 £500 -13.04% 1
North of England +23 9 £625 +19.05% 6
South East +52 7 £438 +2.94% 8
South West +51 7 £625 +19.05% 2
Midlands +21 6 £558 +1.36% 3
West Midlands +18 5 £558 +11.50% 2
North West +18 5 £625 +19.05% 4
Yorkshire +9 2 £650 +30.00% 2
North East - 2 £456 -
East Midlands +5 1 - - 1
Logical Data Model
UK

Logical Data Model
Co-occurring Skills and Capabilities in England 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 3 (3.61%) Apache Airflow
2 1 (1.20%) Apache
Applications
1 7 (8.43%) Microsoft Excel
2 3 (3.61%) MS Visio
Business Applications
1 9 (10.84%) Sparx Enterprise Architect
Cloud Services
1 16 (19.28%) AWS
2 15 (18.07%) Azure
3 14 (16.87%) dbt
4 9 (10.84%) GCP
5 8 (9.64%) Power Platform
6 7 (8.43%) Snowflake
7 6 (7.23%) SaaS
8 3 (3.61%) OCI
9 2 (2.41%) Azure Synapse Analytics
9 2 (2.41%) Collibra
9 2 (2.41%) GitHub
9 2 (2.41%) GitHub Actions
10 1 (1.20%) Amazon S3
10 1 (1.20%) Azure Data Factory
10 1 (1.20%) Azure DevOps
10 1 (1.20%) Azure Key Vault
10 1 (1.20%) Microsoft Purview
10 1 (1.20%) SuccessFactors
Communications & Networking
1 1 (1.20%) Network Security
Database & Business Intelligence
1 23 (27.71%) Data Warehouse
2 19 (22.89%) Metadata
3 14 (16.87%) Data Lake
4 11 (13.25%) Relational Database
5 10 (12.05%) Tableau
6 8 (9.64%) NoSQL
6 8 (9.64%) Power BI
7 7 (8.43%) Big Data
7 7 (8.43%) Data Mining
8 6 (7.23%) Snowflake Schema
8 6 (7.23%) Star Schema
9 5 (6.02%) RDBMS
9 5 (6.02%) SQL Server
10 3 (3.61%) Oracle BI Publisher
10 3 (3.61%) Oracle Reports
10 3 (3.61%) PostgreSQL
11 2 (2.41%) Data Vault
11 2 (2.41%) Looker
11 2 (2.41%) Metadata Repository
11 2 (2.41%) OLTP
Development Applications
1 23 (27.71%) ERwin
2 7 (8.43%) ER Studio
3 3 (3.61%) MagicDraw
4 2 (2.41%) Git
5 1 (1.20%) JIRA
5 1 (1.20%) Liquibase
5 1 (1.20%) PowerDesigner
5 1 (1.20%) Visual Studio
General
1 19 (22.89%) Finance
1 19 (22.89%) Social Skills
2 17 (20.48%) Analytical Skills
3 11 (13.25%) Banking
3 11 (13.25%) Public Sector
4 8 (9.64%) Retail
5 4 (4.82%) Influencing Skills
6 3 (3.61%) Manufacturing
6 3 (3.61%) Pharmaceutical
7 2 (2.41%) Documentation Skills
7 2 (2.41%) Investment Banking
7 2 (2.41%) Organisational Skills
8 1 (1.20%) Back Office
8 1 (1.20%) Front Office
8 1 (1.20%) Inclusion and Diversity
8 1 (1.20%) Law
8 1 (1.20%) Legal
8 1 (1.20%) Military
8 1 (1.20%) Presentation Skills
Job Titles
1 28 (33.73%) Data Modeller
2 27 (32.53%) Architect
3 23 (27.71%) Data Architect
4 12 (14.46%) Senior
5 8 (9.64%) Analyst
6 6 (7.23%) Data Analyst
7 5 (6.02%) Developer
8 4 (4.82%) Consultant
8 4 (4.82%) Data Engineer
9 3 (3.61%) Lead
9 3 (3.61%) Oracle Developer
9 3 (3.61%) Senior Architect
9 3 (3.61%) Senior Data Architect
10 2 (2.41%) Enterprise Architect
10 2 (2.41%) Oracle Analyst
10 2 (2.41%) Principal Architect
10 2 (2.41%) Principal Data Architect
10 2 (2.41%) Senior Developer
10 2 (2.41%) Snowflake Developer
10 2 (2.41%) SQL Analyst
Libraries, Frameworks & Software Standards
1 7 (8.43%) Jinja
2 5 (6.02%) XML
3 4 (4.82%) Oracle Fusion
4 3 (3.61%) D3.js
5 2 (2.41%) FHIR
5 2 (2.41%) FIX Protocol
5 2 (2.41%) FpML
5 2 (2.41%) JSON
Miscellaneous
1 11 (13.25%) Legacy Systems
2 9 (10.84%) Reference Data
3 8 (9.64%) Management Information System
4 6 (7.23%) Data Structures
5 4 (4.82%) Onboarding
6 2 (2.41%) Data Fabric
6 2 (2.41%) FMCG
7 1 (1.20%) Cloud Native
7 1 (1.20%) Credit Risk
7 1 (1.20%) Data Centre
7 1 (1.20%) Enterprise Software
7 1 (1.20%) Foreign Exchange (FX)
7 1 (1.20%) Greenfield Project
7 1 (1.20%) Market Risk
7 1 (1.20%) Product Ownership
7 1 (1.20%) Taxonomies
7 1 (1.20%) Virtual Team
Operating Systems
1 1 (1.20%) Linux
Processes & Methodologies
1 83 (100.00%) Data Modelling
2 55 (66.27%) Physical Data Model
3 30 (36.14%) Analytics
4 29 (34.94%) Data Architecture
5 23 (27.71%) ETL
6 22 (26.51%) Conceptual Models
7 19 (22.89%) Data Governance
8 18 (21.69%) Data Strategy
8 18 (21.69%) Problem-Solving
9 17 (20.48%) Business Intelligence
10 15 (18.07%) Migration
11 13 (15.66%) Metadata Management
12 12 (14.46%) Data Integration
12 12 (14.46%) Visualisation
13 11 (13.25%) Data Pipeline
14 10 (12.05%) Data Science
14 10 (12.05%) Data Visualisation
15 9 (10.84%) Machine Learning
16 8 (9.64%) Artificial Intelligence
16 8 (9.64%) Decision-Making
Programming Languages
1 44 (53.01%) SQL
2 14 (16.87%) Python
3 3 (3.61%) PL/SQL
3 3 (3.61%) R
4 1 (1.20%) JavaScript
4 1 (1.20%) PowerShell
Qualifications
1 7 (8.43%) Security Cleared
2 6 (7.23%) Degree
2 6 (7.23%) SC Cleared
3 2 (2.41%) Azure Certification
3 2 (2.41%) Microsoft Certification
3 2 (2.41%) SnowPro
3 2 (2.41%) Tableau Certification
4 1 (1.20%) AWS Certification
4 1 (1.20%) CITP
4 1 (1.20%) DV Cleared
4 1 (1.20%) Master's Degree
4 1 (1.20%) TOGAF Certification
Quality Assurance & Compliance
1 21 (25.30%) Data Quality
2 5 (6.02%) GDPR
3 3 (3.61%) Accessibility
4 2 (2.41%) ISO 20022
5 1 (1.20%) California Consumer Privacy Act
5 1 (1.20%) HIPAA
System Software
1 1 (1.20%) Docker
Vendors
1 13 (15.66%) Oracle
2 12 (14.46%) Sparx
3 7 (8.43%) Databricks
3 7 (8.43%) Microsoft
4 6 (7.23%) SAP
5 3 (3.61%) Google
5 3 (3.61%) Workday
6 2 (2.41%) Cognizant
6 2 (2.41%) IBM
7 1 (1.20%) Ariba