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 18 June 2025, comparing them to the same period in the previous two years.

6 months to
18 Jun 2025
Same period 2024 Same period 2023
Rank 409 468 525
Rank change year-on-year +59 +57 +29
Contract jobs citing Logical Data Model 66 81 110
As % of all contract jobs advertised in England 0.27% 0.21% 0.23%
As % of the Processes & Methodologies category 0.29% 0.25% 0.26%
Number of daily rates quoted 47 66 65
10th Percentile £430 £412 £462
25th Percentile £470 £463 £513
Median daily rate (50th Percentile) £525 £575 £650
Median % change year-on-year -8.70% -11.54% -3.70%
75th Percentile £638 £681 £730
90th Percentile £708 £825 £833
UK median daily rate £525 £600 £625
% change year-on-year -12.50% -4.00% -3.85%
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 22,662 32,169 42,278
As % of all contract IT jobs advertised in England 91.31% 85.31% 89.89%
Number of daily rates quoted 14,659 20,814 29,647
10th Percentile £303 £300 £325
25th Percentile £406 £413 £440
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -1.00% -4.55% -
75th Percentile £638 £650 £675
90th Percentile £750 £750 £773
UK median daily rate £505 £525 £550
% change year-on-year -3.76% -4.55% +1.85%
Number of hourly rates quoted 1,073 2,389 1,528
10th Percentile £14.20 £12.79 £10.82
25th Percentile £17.87 £16.02 £15.70
Median hourly rate £27.13 £37.50 £35.38
Median % change year-on-year -27.67% +6.01% +37.75%
75th Percentile £56.25 £61.30 £64.50
90th Percentile £75.00 £72.50 £75.75
UK median hourly rate £25.50 £37.18 £35.00
% change year-on-year -31.41% +6.23% +34.62%

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 18 June 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 18 June 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 +38 41 £575 -8.00% 149
East of England +34 8 £525 -8.70% 26
North of England +8 6 £456 -6.41% 39
South East +53 4 £525 +23.53% 70
Midlands +10 4 £458 -16.82% 43
West Midlands +6 3 £458 -8.50% 27
North West +3 3 £450 -5.26% 15
North East - 2 £456 - 2
South West +30 1 £450 -7.69% 24
Yorkshire +16 1 £675 +35.00% 22
East Midlands +5 1 - - 16
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 4 (6.06%) Apache
2 3 (4.55%) Apache Spark
2 3 (4.55%) Confluence
3 2 (3.03%) Apache Airflow
Applications
1 4 (6.06%) Microsoft Excel
2 2 (3.03%) MS Visio
Business Applications
1 4 (6.06%) Sparx Enterprise Architect
2 1 (1.52%) SAP MDG
Cloud Services
1 20 (30.30%) Azure
2 18 (27.27%) AWS
3 15 (22.73%) GCP
4 11 (16.67%) dbt
5 10 (15.15%) Snowflake
6 8 (12.12%) Power Platform
7 5 (7.58%) Azure DevOps
8 3 (4.55%) Azure Synapse Analytics
9 2 (3.03%) Azure Data Factory
9 2 (3.03%) Azure Key Vault
9 2 (3.03%) Collibra
10 1 (1.52%) Cloud Computing
10 1 (1.52%) Google Compute Engine
10 1 (1.52%) Google Kubernetes Engine
10 1 (1.52%) IaaS
10 1 (1.52%) Microsoft Purview
10 1 (1.52%) PaaS
10 1 (1.52%) SaaS
10 1 (1.52%) Workato
Communications & Networking
1 1 (1.52%) Network Security
Database & Business Intelligence
1 25 (37.88%) Data Warehouse
2 22 (33.33%) Metadata
3 16 (24.24%) Data Lake
4 11 (16.67%) NoSQL
5 9 (13.64%) Relational Database
6 8 (12.12%) BigQuery
6 8 (12.12%) Power BI
6 8 (12.12%) Star Schema
7 7 (10.61%) Big Data
8 6 (9.09%) Snowflake Schema
9 5 (7.58%) SQL Server
10 4 (6.06%) Amazon Redshift
10 4 (6.06%) Data Mining
10 4 (6.06%) Delta Lake
10 4 (6.06%) RDBMS
10 4 (6.06%) Tableau
11 3 (4.55%) Looker
11 3 (4.55%) SQL Server Integration Services
12 2 (3.03%) Data Vault
12 2 (3.03%) Metadata Repository
Development Applications
1 25 (37.88%) ERwin
2 14 (21.21%) ER Studio
3 4 (6.06%) JIRA
4 3 (4.55%) MagicDraw
5 2 (3.03%) PowerDesigner
6 1 (1.52%) Git
6 1 (1.52%) Visual Studio
General
1 17 (25.76%) Finance
1 17 (25.76%) Social Skills
2 14 (21.21%) Analytical Skills
3 7 (10.61%) Public Sector
3 7 (10.61%) Retail
4 6 (9.09%) Pharmaceutical
5 4 (6.06%) Banking
5 4 (6.06%) Documentation Skills
5 4 (6.06%) Influencing Skills
6 2 (3.03%) Investment Banking
6 2 (3.03%) Manufacturing
6 2 (3.03%) Organisational Skills
7 1 (1.52%) Law
7 1 (1.52%) Legal
7 1 (1.52%) Military
7 1 (1.52%) Presentation Skills
Job Titles
1 29 (43.94%) Data Modeller
2 24 (36.36%) Architect
3 22 (33.33%) Data Architect
4 8 (12.12%) Analyst
4 8 (12.12%) Data Analyst
5 7 (10.61%) Senior
6 4 (6.06%) GCP Architect
6 4 (6.06%) GCP Data Architect
7 3 (4.55%) Data Engineer
8 2 (3.03%) Consultant
8 2 (3.03%) Developer
8 2 (3.03%) Information Architect
8 2 (3.03%) Lead
8 2 (3.03%) Oracle Analyst
8 2 (3.03%) Senior Architect
8 2 (3.03%) Senior Data Architect
8 2 (3.03%) Senior Data Modeller
8 2 (3.03%) Snowflake Developer
8 2 (3.03%) SQL Analyst
8 2 (3.03%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (4.55%) Jinja
1 3 (4.55%) Kafka
2 2 (3.03%) FHIR
Miscellaneous
1 13 (19.70%) Data Structures
2 9 (13.64%) Legacy Systems
3 5 (7.58%) Management Information System
4 4 (6.06%) Data Fabric
4 4 (6.06%) Reference Data
5 2 (3.03%) Hybrid Cloud
5 2 (3.03%) Onboarding
6 1 (1.52%) Cloud Native
6 1 (1.52%) Data Protection Act
6 1 (1.52%) Legacy Applications
6 1 (1.52%) Taxonomies
Operating Systems
1 1 (1.52%) Unix
Processes & Methodologies
1 66 (100.00%) Data Modelling
2 47 (71.21%) Physical Data Model
3 28 (42.42%) Data Architecture
4 23 (34.85%) Data Governance
4 23 (34.85%) ETL
5 19 (28.79%) Analytics
6 16 (24.24%) Data Strategy
6 16 (24.24%) Metadata Management
7 15 (22.73%) Agile
8 14 (21.21%) Conceptual Models
8 14 (21.21%) Data Pipeline
9 13 (19.70%) Problem-Solving
10 12 (18.18%) Business Intelligence
10 12 (18.18%) Data Integration
10 12 (18.18%) Migration
11 8 (12.12%) Data Management
12 7 (10.61%) Decision-Making
12 7 (10.61%) DevOps
12 7 (10.61%) Translating Business Requirements
12 7 (10.61%) Visualisation
Programming Languages
1 38 (57.58%) SQL
2 13 (19.70%) Python
3 3 (4.55%) R
3 3 (4.55%) Shell Script
4 2 (3.03%) PowerShell
5 1 (1.52%) Bash
5 1 (1.52%) JavaScript
Qualifications
1 6 (9.09%) Degree
2 5 (7.58%) Security Cleared
3 4 (6.06%) SC Cleared
4 2 (3.03%) Azure Certification
4 2 (3.03%) Microsoft Certification
4 2 (3.03%) SnowPro
4 2 (3.03%) Tableau Certification
5 1 (1.52%) CITP
5 1 (1.52%) DV Cleared
5 1 (1.52%) TOGAF Certification
Quality Assurance & Compliance
1 20 (30.30%) Data Quality
2 4 (6.06%) Accessibility
3 3 (4.55%) GDPR
3 3 (4.55%) Solvency II
4 1 (1.52%) QA
System Software
1 1 (1.52%) Docker
Systems Management
1 1 (1.52%) Kubernetes
1 1 (1.52%) Terraform
Vendors
1 7 (10.61%) Google
1 7 (10.61%) Sparx
2 6 (9.09%) Databricks
3 5 (7.58%) Oracle
3 5 (7.58%) SAP
4 4 (6.06%) Microsoft
5 3 (4.55%) Duck Creek
5 3 (4.55%) Guidewire
5 3 (4.55%) Workday
6 2 (3.03%) IBM
7 1 (1.52%) Ariba
7 1 (1.52%) Informatica
7 1 (1.52%) Okta