Logical Data Model Contracts

Logical Data Model
UK

The table below provides summary statistics for contract job vacancies 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 430 495 594
Rank change year-on-year +65 +99 -47
Contract jobs citing Logical Data Model 90 87 124
As % of all contract jobs advertised in the UK 0.31% 0.20% 0.21%
As % of the Processes & Methodologies category 0.34% 0.23% 0.23%
Number of daily rates quoted 72 66 83
10th Percentile £393 £444 £456
25th Percentile £450 £503 £519
Median daily rate (50th Percentile) £500 £625 £650
Median % change year-on-year -20.00% -3.85% +4.00%
75th Percentile £638 £688 £738
90th Percentile £717 £831 £838
UK excluding London median daily rate £500 £550 £538
% change year-on-year -9.09% +2.33% -10.42%
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 excluding London median hourly rate £80.50 - -

All Process and Methodology Skills
UK

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.

Contract vacancies with a requirement for process or methodology skills 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

Logical Data Model
Job Vacancy Trend

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

Job vacancy trend for Logical Data Model in the UK

Logical Data Model
Contractor Daily Rate Trend

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

Daily rate trend for Logical Data Model in the UK

Logical Data Model
Daily Rate Histogram

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

Daily rate histogram for Logical Data Model in the UK

Logical Data Model
Contractor Hourly Rate Trend

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

Hourly rate trend for Logical Data Model in the UK

Logical Data Model
Top 16 Contract Locations

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 UK 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
England +66 83 £525 -12.50% 45
London +36 52 £531 -16.67% 32
Work from Home +40 45 £500 -20.00% 23
UK excluding London +78 32 £500 -9.09% 21
East of England +36 9 £500 -13.04% 1
North of England +23 9 £625 +19.05% 4
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% 2
Yorkshire +9 2 £650 +30.00% 2
North East - 2 £456 -
Scotland +13 1 £608 -14.97% 1
East Midlands +5 1 - - 1
Northern Ireland - 1 £400 - 2

Logical Data Model
Co-occurring Skills and Capabilities 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 (3.33%) Apache Airflow
2 1 (1.11%) Apache
Applications
1 7 (7.78%) Microsoft Excel
2 3 (3.33%) MS Visio
Business Applications
1 10 (11.11%) Sparx Enterprise Architect
Cloud Services
1 17 (18.89%) AWS
2 15 (16.67%) Azure
3 14 (15.56%) dbt
4 9 (10.00%) GCP
5 8 (8.89%) Power Platform
6 7 (7.78%) SaaS
6 7 (7.78%) Snowflake
7 4 (4.44%) OCI
8 3 (3.33%) Collibra
9 2 (2.22%) Azure Synapse Analytics
9 2 (2.22%) GitHub
9 2 (2.22%) GitHub Actions
10 1 (1.11%) Amazon S3
10 1 (1.11%) Azure Data Factory
10 1 (1.11%) Azure DevOps
10 1 (1.11%) Azure Key Vault
10 1 (1.11%) Microsoft Purview
10 1 (1.11%) SuccessFactors
Communications & Networking
1 1 (1.11%) Network Security
Database & Business Intelligence
1 25 (27.78%) Data Warehouse
2 23 (25.56%) Metadata
3 16 (17.78%) Data Lake
3 16 (17.78%) Relational Database
4 11 (12.22%) NoSQL
5 10 (11.11%) Tableau
6 9 (10.00%) Big Data
7 8 (8.89%) Power BI
7 8 (8.89%) RDBMS
8 7 (7.78%) Data Mining
9 6 (6.67%) Snowflake Schema
9 6 (6.67%) SQL Server
9 6 (6.67%) Star Schema
10 4 (4.44%) Oracle BI Publisher
10 4 (4.44%) Oracle Reports
10 4 (4.44%) PostgreSQL
11 3 (3.33%) OLTP
12 2 (2.22%) Data Vault
12 2 (2.22%) Looker
12 2 (2.22%) Metadata Repository
Development Applications
1 25 (27.78%) ERwin
2 10 (11.11%) ER Studio
3 3 (3.33%) MagicDraw
4 2 (2.22%) Git
5 1 (1.11%) JIRA
5 1 (1.11%) Liquibase
5 1 (1.11%) PowerDesigner
5 1 (1.11%) Visual Studio
General
1 20 (22.22%) Finance
1 20 (22.22%) Social Skills
2 18 (20.00%) Analytical Skills
3 11 (12.22%) Banking
3 11 (12.22%) Public Sector
4 8 (8.89%) Retail
5 6 (6.67%) Influencing Skills
6 5 (5.56%) Pharmaceutical
7 3 (3.33%) Manufacturing
8 2 (2.22%) Documentation Skills
8 2 (2.22%) Investment Banking
8 2 (2.22%) Organisational Skills
9 1 (1.11%) Back Office
9 1 (1.11%) Front Office
9 1 (1.11%) Inclusion and Diversity
9 1 (1.11%) Law
9 1 (1.11%) Legal
9 1 (1.11%) Military
9 1 (1.11%) Presentation Skills
Job Titles
1 32 (35.56%) Data Modeller
2 28 (31.11%) Architect
3 24 (26.67%) Data Architect
4 12 (13.33%) Senior
5 8 (8.89%) Analyst
6 6 (6.67%) Data Analyst
6 6 (6.67%) Developer
7 5 (5.56%) Data Engineer
8 4 (4.44%) Consultant
8 4 (4.44%) Lead
8 4 (4.44%) Oracle Developer
9 3 (3.33%) Senior Architect
9 3 (3.33%) Senior Data Architect
10 2 (2.22%) Enterprise Architect
10 2 (2.22%) Oracle Analyst
10 2 (2.22%) Principal Architect
10 2 (2.22%) Principal Data Architect
10 2 (2.22%) Senior Developer
10 2 (2.22%) SQL Analyst
10 2 (2.22%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (7.78%) Jinja
2 6 (6.67%) XML
3 5 (5.56%) Oracle Fusion
4 3 (3.33%) D3.js
5 2 (2.22%) FHIR
5 2 (2.22%) FIX Protocol
5 2 (2.22%) FpML
5 2 (2.22%) JSON
Miscellaneous
1 11 (12.22%) Legacy Systems
2 10 (11.11%) Reference Data
3 8 (8.89%) Management Information System
4 7 (7.78%) Data Structures
5 4 (4.44%) Data Fabric
5 4 (4.44%) Onboarding
6 2 (2.22%) FMCG
7 1 (1.11%) Cloud Native
7 1 (1.11%) Credit Risk
7 1 (1.11%) Data Centre
7 1 (1.11%) Enterprise Software
7 1 (1.11%) Foreign Exchange (FX)
7 1 (1.11%) Greenfield Project
7 1 (1.11%) Market Risk
7 1 (1.11%) Product Ownership
7 1 (1.11%) Public Cloud
7 1 (1.11%) Taxonomies
7 1 (1.11%) Virtual Team
Operating Systems
1 1 (1.11%) Linux
Processes & Methodologies
1 90 (100.00%) Data Modelling
2 61 (67.78%) Physical Data Model
3 34 (37.78%) Analytics
4 33 (36.67%) Data Architecture
5 25 (27.78%) ETL
6 22 (24.44%) Conceptual Models
7 21 (23.33%) Data Governance
7 21 (23.33%) Data Strategy
8 19 (21.11%) Business Intelligence
8 19 (21.11%) Problem-Solving
9 16 (17.78%) Metadata Management
10 15 (16.67%) Migration
11 13 (14.44%) Data Integration
12 12 (13.33%) Visualisation
13 11 (12.22%) Data Pipeline
14 10 (11.11%) Data Science
14 10 (11.11%) Data Visualisation
14 10 (11.11%) Machine Learning
15 9 (10.00%) Artificial Intelligence
16 8 (8.89%) Agile
Programming Languages
1 46 (51.11%) SQL
2 14 (15.56%) Python
3 4 (4.44%) PL/SQL
4 3 (3.33%) R
5 1 (1.11%) JavaScript
5 1 (1.11%) PowerShell
Qualifications
1 7 (7.78%) Degree
1 7 (7.78%) Security Cleared
2 6 (6.67%) SC Cleared
3 2 (2.22%) Azure Certification
3 2 (2.22%) Microsoft Certification
3 2 (2.22%) SnowPro
3 2 (2.22%) Tableau Certification
4 1 (1.11%) AWS Certification
4 1 (1.11%) CITP
4 1 (1.11%) Computer Science Degree
4 1 (1.11%) DV Cleared
4 1 (1.11%) Master's Degree
4 1 (1.11%) TOGAF Certification
Quality Assurance & Compliance
1 23 (25.56%) Data Quality
2 5 (5.56%) GDPR
3 3 (3.33%) Accessibility
3 3 (3.33%) ISO 20022
4 1 (1.11%) California Consumer Privacy Act
4 1 (1.11%) HIPAA
System Software
1 1 (1.11%) Docker
Vendors
1 15 (16.67%) Oracle
2 13 (14.44%) Sparx
3 8 (8.89%) Microsoft
4 7 (7.78%) Databricks
5 6 (6.67%) SAP
6 3 (3.33%) Google
6 3 (3.33%) Workday
7 2 (2.22%) Cognizant
7 2 (2.22%) IBM
8 1 (1.11%) Ariba