Data Modelling Contracts in London

Data Modelling
England > London

The table below provides summary statistics for contract job vacancies advertised in London requiring Data Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Modelling over the 6 months leading up to 17 May 2025, comparing them to the same period in the previous two years.

6 months to
17 May 2025
Same period 2024 Same period 2023
Rank 46 38 66
Rank change year-on-year -8 +28 -2
Contract jobs citing Data Modelling 615 840 965
As % of all contract jobs advertised in London 4.92% 4.81% 3.73%
As % of the Processes & Methodologies category 5.33% 5.43% 4.10%
Number of daily rates quoted 425 622 691
10th Percentile £363 £425 £420
25th Percentile £450 £475 £500
Median daily rate (50th Percentile) £550 £575 £600
Median % change year-on-year -4.35% -4.17% -
75th Percentile £675 £700 £724
90th Percentile £774 £825 £800
England median daily rate £525 £550 £575
% change year-on-year -4.55% -4.35% -
Number of hourly rates quoted 11 15 7
10th Percentile - £35.00 £31.00
25th Percentile £29.07 £41.25 £43.13
Median hourly rate £52.50 £48.50 £55.00
Median % change year-on-year +8.25% -11.82% -9.09%
75th Percentile £61.88 £52.75 £64.00
90th Percentile £65.00 £60.37 £74.00
England median hourly rate £52.50 £45.00 £44.38
% change year-on-year +16.67% +1.41% -26.65%

All Process and Methodology Skills
London

Data Modelling 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 London.

Contract vacancies with a requirement for process or methodology skills 11,535 15,477 23,531
As % of all contract IT jobs advertised in London 92.19% 88.65% 90.92%
Number of daily rates quoted 7,808 11,095 16,979
10th Percentile £350 £343 £375
25th Percentile £435 £450 £475
Median daily rate (50th Percentile) £550 £550 £593
Median % change year-on-year - -7.17% +3.04%
75th Percentile £688 £688 £700
90th Percentile £807 £800 £800
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +1.85%
Number of hourly rates quoted 175 307 269
10th Percentile £16.10 £15.77 £18.40
25th Percentile £22.83 £20.00 £22.49
Median hourly rate £34.00 £27.84 £37.34
Median % change year-on-year +22.13% -25.44% -0.43%
75th Percentile £50.75 £48.75 £64.25
90th Percentile £63.75 £66.85 £82.30
England median hourly rate £28.75 £36.50 £36.00
% change year-on-year -21.23% +1.39% +44.00%

Data Modelling
Job Vacancy Trend in London

Job postings citing Data Modelling as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Modelling in London

Data Modelling
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Data Modelling in London.

Daily rate trend for Data Modelling in London

Data Modelling
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Modelling in London over the 6 months to 17 May 2025.

Daily rate histogram for Data Modelling in London

Data Modelling
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Data Modelling in London.

Hourly rate trend for Data Modelling in London

Data Modelling
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Data Modelling in London over the 6 months to 17 May 2025.

Hourly rate histogram for Data Modelling in London

Data Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the London region over the 6 months to 17 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
Central London -3 85 £550 -4.35% 28
West London +1 4 £625 +19.05% 11
South London 0 4 £475 - 7
East London +10 3 £675 +54.82% 4
North London -1 2 £714 -
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in London 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 34 (5.53%) Apache Airflow
2 27 (4.39%) Apache Spark
3 20 (3.25%) Confluence
4 17 (2.76%) Apache
5 14 (2.28%) SharePoint
6 4 (0.65%) SAS
7 3 (0.49%) Jupyter
8 2 (0.33%) CMS
8 2 (0.33%) IIS
8 2 (0.33%) Luigi
9 1 (0.16%) Appian
9 1 (0.16%) ArcGIS
9 1 (0.16%) Oracle Workflow
9 1 (0.16%) WebLogic
Applications
1 42 (6.83%) Microsoft Excel
2 15 (2.44%) MS Visio
2 15 (2.44%) Oracle Smart View
3 5 (0.81%) Microsoft Office
3 5 (0.81%) Microsoft PowerPoint
4 2 (0.33%) Notepad++
5 1 (0.16%) Microsoft Project
Business Applications
1 12 (1.95%) SAP S/4HANA
2 9 (1.46%) Aladdin
3 7 (1.14%) Dynamics CRM
4 6 (0.98%) Oracle Payables
4 6 (0.98%) Oracle Receivables
4 6 (0.98%) Salesforce CRM
5 5 (0.81%) Oracle General Ledger
6 4 (0.65%) Oracle Cash Management
6 4 (0.65%) Oracle EBS R12
6 4 (0.65%) Oracle Financials
6 4 (0.65%) SAP MDG
6 4 (0.65%) Sparx Enterprise Architect
7 3 (0.49%) Endur
7 3 (0.49%) Oracle EBS
7 3 (0.49%) SAP BPC
7 3 (0.49%) SAP EWM
8 2 (0.33%) Actimize
8 2 (0.33%) assyst
8 2 (0.33%) Magento
8 2 (0.33%) Oracle Assets
Cloud Services
1 207 (33.66%) Azure
2 177 (28.78%) Power Platform
3 142 (23.09%) AWS
4 72 (11.71%) GCP
5 62 (10.08%) dbt
6 54 (8.78%) Snowflake
7 46 (7.48%) Azure Data Factory
8 39 (6.34%) GitHub
9 36 (5.85%) Azure Synapse Analytics
10 29 (4.72%) GitHub Actions
11 28 (4.55%) PowerApps
12 26 (4.23%) Azure DevOps
12 26 (4.23%) Power Automate
12 26 (4.23%) SaaS
13 25 (4.07%) Amazon S3
14 19 (3.09%) Serverless
15 18 (2.93%) Collibra
15 18 (2.93%) OCI
16 13 (2.11%) Cloud Computing
16 13 (2.11%) Dynamics 365
Communications & Networking
1 3 (0.49%) Firewall
2 2 (0.33%) HTTP
2 2 (0.33%) SNMP
3 1 (0.16%) HTTPS
3 1 (0.16%) Network Security
3 1 (0.16%) SSL
3 1 (0.16%) Unified Communications
Database & Business Intelligence
1 158 (25.69%) Data Warehouse
1 158 (25.69%) Power BI
2 81 (13.17%) Data Lake
3 70 (11.38%) Tableau
4 54 (8.78%) Metadata
5 41 (6.67%) Big Data
6 40 (6.50%) SQL Server
7 38 (6.18%) Relational Database
7 38 (6.18%) Snowflake Schema
8 36 (5.85%) Amazon Redshift
8 36 (5.85%) BigQuery
9 31 (5.04%) NoSQL
10 24 (3.90%) Power Query
11 22 (3.58%) PostgreSQL
11 22 (3.58%) Star Schema
12 21 (3.41%) Data Vault
12 21 (3.41%) Oracle BI Publisher
12 21 (3.41%) Oracle Reports
13 18 (2.93%) Oracle ODI
14 15 (2.44%) Amazon RDS
Development Applications
1 32 (5.20%) JIRA
2 23 (3.74%) Git
3 21 (3.41%) ERwin
4 6 (0.98%) Oracle Forms
5 5 (0.81%) ER Studio
5 5 (0.81%) Jenkins
6 4 (0.65%) GitLab
6 4 (0.65%) MagicDraw
6 4 (0.65%) Subversion
7 3 (0.49%) Terragrunt
8 2 (0.33%) Eclipse
8 2 (0.33%) MLflow
8 2 (0.33%) SonarQube
8 2 (0.33%) XMLSpy
9 1 (0.16%) IntelliJ
9 1 (0.16%) LSMW
9 1 (0.16%) PowerDesigner
9 1 (0.16%) Selenium
9 1 (0.16%) Team Foundation Server
9 1 (0.16%) Visual Studio Team System
General
1 181 (29.43%) Social Skills
2 163 (26.50%) Finance
3 142 (23.09%) Analytical Skills
4 72 (11.71%) Public Sector
5 59 (9.59%) Banking
6 32 (5.20%) Retail
7 23 (3.74%) Marketing
8 22 (3.58%) Presentation Skills
9 16 (2.60%) Inclusion and Diversity
10 15 (2.44%) Investment Banking
11 13 (2.11%) Organisational Skills
12 10 (1.63%) Documentation Skills
13 9 (1.46%) Influencing Skills
14 8 (1.30%) Manufacturing
15 7 (1.14%) Legal
16 6 (0.98%) Back Office
16 6 (0.98%) Front Office
16 6 (0.98%) Local Government
16 6 (0.98%) Telecoms
17 5 (0.81%) Retail Banking
Job Titles
1 139 (22.60%) Architect
2 117 (19.02%) Data Engineer
3 113 (18.37%) Analyst
4 96 (15.61%) Data Architect
5 83 (13.50%) Developer
6 79 (12.85%) Senior
7 57 (9.27%) Data Analyst
8 40 (6.50%) Business Analyst
9 38 (6.18%) Data Modeller
9 38 (6.18%) Lead
10 31 (5.04%) Consultant
11 25 (4.07%) Senior Data Engineer
12 16 (2.60%) Data Consultant
13 15 (2.44%) Business Intelligence Developer
13 15 (2.44%) Power Platform Developer
14 14 (2.28%) Azure Engineer
14 14 (2.28%) Report Writer
14 14 (2.28%) Senior Analyst
14 14 (2.28%) Solutions Architect
15 13 (2.11%) Technical Analyst
Libraries, Frameworks & Software Standards
1 36 (5.85%) Kafka
2 25 (4.07%) PySpark
3 21 (3.41%) Jinja
4 18 (2.93%) Oracle Fusion
4 18 (2.93%) React
4 18 (2.93%) REST
5 16 (2.60%) JSON
6 13 (2.11%) .NET
7 10 (1.63%) Node.js
8 9 (1.46%) XML
9 8 (1.30%) Apache Avro
9 8 (1.30%) HTML
10 7 (1.14%) AngularJS
10 7 (1.14%) pytest
10 7 (1.14%) SOAP
11 6 (0.98%) Lightning Web Components
11 6 (0.98%) Web Services
12 5 (0.81%) HTML5 Canvas
12 5 (0.81%) Plotly
13 4 (0.65%) Flask
Miscellaneous
1 41 (6.67%) Data Structures
2 22 (3.58%) Legacy Systems
3 21 (3.41%) Product Ownership
4 13 (2.11%) Self-Motivation
5 11 (1.79%) Algorithms
5 11 (1.79%) Management Information System
6 10 (1.63%) Foreign Exchange (FX)
6 10 (1.63%) Onboarding
7 9 (1.46%) Cloud Native
7 9 (1.46%) Derivative
7 9 (1.46%) Virtual Team
8 8 (1.30%) Data Protection Act
8 8 (1.30%) Reference Data
9 7 (1.14%) Distributed Computing
10 6 (0.98%) Clustering
11 5 (0.81%) CMDB
11 5 (0.81%) Fixed Income
11 5 (0.81%) FMCG
11 5 (0.81%) Low-Code
11 5 (0.81%) NHS
Operating Systems
1 3 (0.49%) Unix
2 2 (0.33%) Linux
Processes & Methodologies
1 206 (33.50%) Business Intelligence
2 192 (31.22%) Analytics
3 164 (26.67%) ETL
4 138 (22.44%) Data Governance
5 137 (22.28%) Problem-Solving
6 130 (21.14%) Agile
7 127 (20.65%) Visualisation
8 116 (18.86%) Data Architecture
8 116 (18.86%) Data Pipeline
9 107 (17.40%) Data Integration
10 92 (14.96%) Data Engineering
11 85 (13.82%) CI/CD
11 85 (13.82%) Decision-Making
12 80 (13.01%) Data Analysis
12 80 (13.01%) Data Visualisation
13 74 (12.03%) Migration
14 69 (11.22%) Data Management
15 68 (11.06%) Stakeholder Management
16 64 (10.41%) Actionable Insight
17 63 (10.24%) Data Science
Programming Languages
1 335 (54.47%) SQL
2 188 (30.57%) Python
3 31 (5.04%) Data Analysis Expressions
4 26 (4.23%) Java
5 25 (4.07%) JavaScript
6 22 (3.58%) R
7 20 (3.25%) Scala
8 18 (2.93%) PL/SQL
9 12 (1.95%) T-SQL
10 11 (1.79%) C#
11 8 (1.30%) VBA
12 7 (1.14%) Apex Code
13 6 (0.98%) PowerShell
14 4 (0.65%) ABAP
14 4 (0.65%) VB
15 3 (0.49%) Shell Script
15 3 (0.49%) TypeScript
16 2 (0.33%) Lua
16 2 (0.33%) Perl
16 2 (0.33%) PHP
Qualifications
1 98 (15.93%) Security Cleared
2 88 (14.31%) SC Cleared
3 58 (9.43%) Degree
4 21 (3.41%) Computer Science Degree
5 8 (1.30%) Master's Degree
6 7 (1.14%) AWS Certification
6 7 (1.14%) BPSS Clearance
7 6 (0.98%) Azure Certification
7 6 (0.98%) Microsoft Certification
8 5 (0.81%) DV Cleared
9 4 (0.65%) Numerate Degree
10 3 (0.49%) AWS Certified Solutions Architect
10 3 (0.49%) HNC
10 3 (0.49%) SnowPro
10 3 (0.49%) Tableau Certification
11 2 (0.33%) IIBA
11 2 (0.33%) MBA
11 2 (0.33%) PhD
12 1 (0.16%) CBAP
12 1 (0.16%) OSCP
Quality Assurance & Compliance
1 128 (20.81%) Data Quality
2 31 (5.04%) Accessibility
3 30 (4.88%) GDPR
4 28 (4.55%) QA
5 8 (1.30%) California Consumer Privacy Act
6 4 (0.65%) HIPAA
7 3 (0.49%) IFRS
8 2 (0.33%) IFRS 9
8 2 (0.33%) MiFID
9 1 (0.16%) Basel III
9 1 (0.16%) EMIR
9 1 (0.16%) HL7
9 1 (0.16%) ISO/IEC 27001
9 1 (0.16%) NIST
9 1 (0.16%) PMO
9 1 (0.16%) Sarbanes-Oxley
9 1 (0.16%) UCITS
System Software
1 16 (2.60%) Docker
2 3 (0.49%) Active Directory
3 1 (0.16%) Virtual Machines
Systems Management
1 33 (5.37%) Terraform
2 15 (2.44%) Kubernetes
3 3 (0.49%) Ansible
4 2 (0.33%) Active Directory Federation Services
4 2 (0.33%) Kubeflow
5 1 (0.16%) Kibana
Vendors
1 84 (13.66%) Databricks
2 81 (13.17%) Microsoft
3 77 (12.52%) Oracle
4 41 (6.67%) SAP
5 37 (6.02%) Google
6 32 (5.20%) Salesforce
7 31 (5.04%) Informatica
8 12 (1.95%) Sparx
9 9 (1.46%) ServiceNow
10 7 (1.14%) IBM
10 7 (1.14%) Talend
11 6 (0.98%) Ariba
12 5 (0.81%) Teradata
13 4 (0.65%) Ab Initio
13 4 (0.65%) OpenLink
13 4 (0.65%) Workday
14 3 (0.49%) Alteryx
14 3 (0.49%) MicroStrategy
14 3 (0.49%) Salesforce Marketing Cloud
14 3 (0.49%) TIBCO