Data Modelling Contracts in the UK excluding London

Data Modelling
UK > UK excluding London

The following table provides summary statistics for contract job vacancies advertised in the UK excluding London with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 81 98 86
Rank change year-on-year +17 -12 -16
Contract jobs citing Data Modelling 504 571 926
As % of all contract jobs advertised in the UK excluding London 2.42% 2.49% 3.03%
As % of the Processes & Methodologies category 2.90% 2.79% 3.40%
Number of daily rates quoted 380 386 643
10th Percentile £356 £363 £400
25th Percentile £413 £463 £438
Median daily rate (50th Percentile) £516 £550 £525
Median % change year-on-year -6.27% +4.76% +6.60%
75th Percentile £588 £638 £625
90th Percentile £680 £700 £688
UK median daily rate £550 £575 £575
% change year-on-year -4.35% - +11.43%
Number of hourly rates quoted 7 14 1
10th Percentile £26.91 - -
25th Percentile £33.96 £19.00 -
Median hourly rate £40.33 £27.74 £19.91
Median % change year-on-year +45.39% +39.30% -13.02%
75th Percentile £55.93 £57.44 -
90th Percentile £76.25 £66.00 -
UK median hourly rate £45.00 £35.00 £60.00
% change year-on-year +28.57% -41.67% +122.22%

All Process and Methodology Skills
UK excluding London

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the UK excluding London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 17,354 20,436 27,272
As % of all contract IT jobs advertised in the UK excluding London 83.24% 89.17% 89.24%
Number of daily rates quoted 10,295 14,024 19,087
10th Percentile £250 £260 £240
25th Percentile £375 £400 £394
Median daily rate (50th Percentile) £500 £500 £488
Median % change year-on-year - +2.56% +8.33%
75th Percentile £600 £600 £579
90th Percentile £688 £694 £663
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,139 1,241 1,336
10th Percentile £12.47 £10.63 £12.43
25th Percentile £15.39 £15.21 £14.25
Median hourly rate £38.12 £35.00 £20.00
Median % change year-on-year +8.91% +75.00% -4.88%
75th Percentile £61.30 £64.50 £47.50
90th Percentile £72.50 £75.00 £62.38
UK median hourly rate £36.50 £36.00 £25.68
% change year-on-year +1.39% +40.19% +9.70%

Data Modelling
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for Data Modelling in the UK excluding London

Data Modelling
Contractor Daily Rate Trend in the UK excluding London

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

Daily rate trend for Data Modelling in the UK excluding London

Data Modelling
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Data Modelling in the UK excluding London over the 6 months to 2 June 2024.

Daily rate histogram for Data Modelling in the UK excluding London

Data Modelling
Contractor Hourly Rate Trend in the UK excluding London

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

Hourly rate trend for Data Modelling in the UK excluding London

Data Modelling
Hourly Rate Histogram in the UK excluding London

Hourly rate distribution of jobs citing Data Modelling in the UK excluding London over the 6 months to 2 June 2024.

Hourly rate histogram for Data Modelling in the UK excluding London

Data Modelling
Contract Job Locations in the UK excluding 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 UK excluding London region over the 6 months to 2 June 2024. 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
North of England +39 180 £525 -4.55% 94
South East -27 97 £500 -4.76% 52
Yorkshire +21 89 £507 -10.50% 26
North West +47 87 £525 +10.53% 56
Midlands +23 80 £488 -12.56% 46
South West +37 76 £550 -17.85% 35
Scotland +19 65 £492 -8.89% 25
West Midlands -6 47 £425 -25.44% 31
East Midlands +29 32 £550 +57.14% 15
East of England -12 20 £525 +31.25% 14
North East +5 7 £415 -40.71% 12
Wales -6 4 £450 -18.03% 8
Data Modelling
UK

Data Modelling
Co-occurring Skills and Capabilities in the UK excluding 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 25 (4.96%) Apache Spark
2 17 (3.37%) SAS
3 13 (2.58%) Apache
4 6 (1.19%) Apache Airflow
5 4 (0.79%) Confluence
6 2 (0.40%) Oracle SOA Suite
6 2 (0.40%) SharePoint
7 1 (0.20%) ArcGIS
7 1 (0.20%) Jupyter
7 1 (0.20%) Mendix
Applications
1 23 (4.56%) Microsoft Excel
2 7 (1.39%) SPSS
3 4 (0.79%) Microsoft PowerPoint
3 4 (0.79%) MS Visio
4 3 (0.60%) Sketch
5 2 (0.40%) Spreadsheet
Business Applications
1 18 (3.57%) SAP S/4HANA
2 6 (1.19%) Dynamics CRM
2 6 (1.19%) SAP IS-U
3 5 (0.99%) Oracle ERP
3 5 (0.99%) SAP ERP
4 4 (0.79%) Adobe Campaign
4 4 (0.79%) FastStats
4 4 (0.79%) Unica
5 3 (0.60%) Misys Midas
5 3 (0.60%) SAP MDG
6 2 (0.40%) NetSuite
6 2 (0.40%) SAP CRM
7 1 (0.20%) Cognos Business Intelligence
7 1 (0.20%) Dynamics AX
7 1 (0.20%) SAP Business One
7 1 (0.20%) SAP MDG-F
7 1 (0.20%) SAP SD
7 1 (0.20%) SAP WM
7 1 (0.20%) Teamcenter
7 1 (0.20%) Workday HCM
Cloud Services
1 126 (25.00%) Azure
2 104 (20.63%) Power Platform
3 79 (15.67%) AWS
4 48 (9.52%) Azure Data Factory
5 33 (6.55%) GCP
5 33 (6.55%) Snowflake
6 27 (5.36%) Serverless
7 21 (4.17%) Amazon S3
8 20 (3.97%) Dynamics 365
9 15 (2.98%) Azure Synapse Analytics
10 12 (2.38%) Cloud Computing
11 11 (2.18%) AWS Lambda
11 11 (2.18%) dbt
12 9 (1.79%) GitHub
13 8 (1.59%) Azure Data Lake Analytics
14 7 (1.39%) Microsoft Purview
14 7 (1.39%) OCI
15 6 (1.19%) Azure Functions
15 6 (1.19%) Azure Stack
15 6 (1.19%) Google Analytics
Communications & Networking
1 14 (2.78%) SAN
1 14 (2.78%) TCP/IP
2 6 (1.19%) Kerberos
3 1 (0.20%) Firewall
3 1 (0.20%) Internet
3 1 (0.20%) Intrusion Detection
3 1 (0.20%) Wireless
Database & Business Intelligence
1 105 (20.83%) Data Warehouse
2 102 (20.24%) Power BI
3 57 (11.31%) Data Lake
4 51 (10.12%) SQL Server
4 51 (10.12%) Tableau
5 42 (8.33%) Big Data
6 40 (7.94%) Relational Database
7 31 (6.15%) Amazon Redshift
7 31 (6.15%) Snowflake Schema
8 28 (5.56%) Metadata
8 28 (5.56%) SQL Server Integration Services
9 22 (4.37%) Hadoop
10 19 (3.77%) BigQuery
11 18 (3.57%) NoSQL
11 18 (3.57%) Star Schema
12 17 (3.37%) Amazon Athena
13 16 (3.17%) Qlik Sense
13 16 (3.17%) SQL Server Analysis Services
14 15 (2.98%) Amazon RDS
14 15 (2.98%) Data Mining
Development Applications
1 27 (5.36%) Git
2 23 (4.56%) Jenkins
3 21 (4.17%) JIRA
4 10 (1.98%) ERwin
5 7 (1.39%) Bitbucket
6 5 (0.99%) ER Studio
7 4 (0.79%) GitLab
7 4 (0.79%) kappa
8 3 (0.60%) Rational DOORS
9 2 (0.40%) CircleCI
9 2 (0.40%) JUnit
9 2 (0.40%) Visual Studio
10 1 (0.20%) Ant
10 1 (0.20%) Cypress.io
10 1 (0.20%) Gradle
10 1 (0.20%) Maven
10 1 (0.20%) PyCharm
10 1 (0.20%) RStudio
General
1 110 (21.83%) Social Skills
2 90 (17.86%) Analytical Skills
3 78 (15.48%) Finance
4 45 (8.93%) Public Sector
5 21 (4.17%) Pharmaceutical
6 19 (3.77%) Marketing
7 12 (2.38%) Billing
7 12 (2.38%) Presentation Skills
8 10 (1.98%) Banking
8 10 (1.98%) Telecoms
9 8 (1.59%) Inclusion and Diversity
10 7 (1.39%) Documentation Skills
10 7 (1.39%) Influencing Skills
11 6 (1.19%) Manufacturing
11 6 (1.19%) Retail
12 5 (0.99%) Law
13 4 (0.79%) Financial Institution
13 4 (0.79%) Health Technology
14 3 (0.60%) Military
15 2 (0.40%) Automotive
Job Titles
1 121 (24.01%) Developer
2 95 (18.85%) Architect
3 78 (15.48%) Data Engineer
4 73 (14.48%) Analyst
5 60 (11.90%) Data Architect
6 42 (8.33%) Data Analyst
6 42 (8.33%) Senior
7 24 (4.76%) Python Developer
8 23 (4.56%) Data Modeller
9 22 (4.37%) Lead
10 21 (4.17%) Business Intelligence Developer
10 21 (4.17%) Consultant
11 18 (3.57%) Solutions Architect
12 15 (2.98%) Azure Data Engineer
12 15 (2.98%) Azure Engineer
12 15 (2.98%) Business Analyst
12 15 (2.98%) Power BI Developer
12 15 (2.98%) Senior Analyst
13 14 (2.78%) Business Intelligence Analyst
14 13 (2.58%) Data Scientist
Libraries, Frameworks & Software Standards
1 22 (4.37%) HTML
2 21 (4.17%) PySpark
3 20 (3.97%) XML
4 19 (3.77%) CSS
4 19 (3.77%) Kafka
5 17 (3.37%) REST
5 17 (3.37%) Web Services
6 14 (2.78%) JSON
6 14 (2.78%) Spring
7 13 (2.58%) AngularJS
7 13 (2.58%) Spring Boot
8 12 (2.38%) RESTful
9 9 (1.79%) LDAP
10 8 (1.59%) GraphQL
10 8 (1.59%) React
11 7 (1.39%) D3.js
12 6 (1.19%) Flask
12 6 (1.19%) OAuth
12 6 (1.19%) OpenID
12 6 (1.19%) Swagger
Miscellaneous
1 40 (7.94%) Data Structures
2 27 (5.36%) Product Ownership
3 16 (3.17%) Management Information System
4 12 (2.38%) Legacy Systems
5 11 (2.18%) Algorithms
5 11 (2.18%) Onboarding
5 11 (2.18%) Reference Data
6 9 (1.79%) Data Protection Act
7 8 (1.59%) NHS
8 7 (1.39%) Self-Motivation
9 6 (1.19%) Data Centre
9 6 (1.19%) Enterprise Cloud
10 5 (0.99%) Credit Risk
10 5 (0.99%) Smart Meter
11 4 (0.79%) Biopharmaceutical
11 4 (0.79%) CMDB
11 4 (0.79%) Distributed Computing
11 4 (0.79%) Virtual Team
12 3 (0.60%) Distributed Systems
12 3 (0.60%) Team-Oriented Environment
Operating Systems
1 23 (4.56%) Linux
2 20 (3.97%) Windows
3 18 (3.57%) Unix
4 14 (2.78%) Debian
4 14 (2.78%) Ubuntu
5 12 (2.38%) Windows Server
6 1 (0.20%) Mac OS
Processes & Methodologies
1 141 (27.98%) Analytics
2 137 (27.18%) Business Intelligence
3 133 (26.39%) ETL
4 108 (21.43%) Agile
5 105 (20.83%) Data Governance
6 88 (17.46%) Data Analysis
7 82 (16.27%) Problem-Solving
8 79 (15.67%) Visualisation
9 72 (14.29%) Data Engineering
10 65 (12.90%) Data Integration
10 65 (12.90%) Migration
11 60 (11.90%) Data Architecture
12 53 (10.52%) Data Pipeline
13 52 (10.32%) Data Visualisation
13 52 (10.32%) Translating Business Requirements
14 49 (9.72%) Data Management
15 48 (9.52%) Data Science
16 47 (9.33%) Stakeholder Management
17 44 (8.73%) Computer Science
18 43 (8.53%) Data Migration
Programming Languages
1 216 (42.86%) SQL
2 138 (27.38%) Python
3 58 (11.51%) Java
4 23 (4.56%) JavaScript
5 21 (4.17%) R
6 19 (3.77%) T-SQL
7 18 (3.57%) Data Analysis Expressions
8 14 (2.78%) Scala
9 11 (2.18%) C
10 10 (1.98%) ABAP
10 10 (1.98%) PL/SQL
11 9 (1.79%) C++
12 8 (1.59%) PowerShell
12 8 (1.59%) Shell Script
13 6 (1.19%) Go
14 5 (0.99%) Perl
15 3 (0.60%) C#
15 3 (0.60%) Rust
16 2 (0.40%) Apex Code
17 1 (0.20%) Bash
Qualifications
1 63 (12.50%) Security Cleared
2 59 (11.71%) Degree
3 39 (7.74%) SC Cleared
4 30 (5.95%) Computer Science Degree
5 27 (5.36%) DV Cleared
6 12 (2.38%) Master's Degree
7 9 (1.79%) BPSS Clearance
8 7 (1.39%) Microsoft Certification
8 7 (1.39%) PMI Certification
8 7 (1.39%) PMP
9 5 (0.99%) AWS Certification
9 5 (0.99%) MCITP
9 5 (0.99%) MCTS
10 3 (0.60%) ITIL Certification
11 2 (0.40%) Azure Certification
11 2 (0.40%) IBM Certification
11 2 (0.40%) Numerate Degree
12 1 (0.20%) PhD
12 1 (0.20%) SnowPro
12 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 61 (12.10%) Data Quality
2 27 (5.36%) QA
3 26 (5.16%) GDPR
4 10 (1.98%) Accessibility
5 5 (0.99%) HIPAA
5 5 (0.99%) IFRS
5 5 (0.99%) IFRS 9
6 3 (0.60%) MISRA
6 3 (0.60%) MISRA C
6 3 (0.60%) SLA
7 2 (0.40%) Actionable Recommendations
7 2 (0.40%) Cyber Essentials
7 2 (0.40%) PMO
8 1 (0.20%) California Consumer Privacy Act
8 1 (0.20%) COBIT
8 1 (0.20%) Disclosure Scotland
8 1 (0.20%) GRC
8 1 (0.20%) NIST
System Software
1 18 (3.57%) Active Directory
1 18 (3.57%) Docker
2 4 (0.79%) HDFS
3 1 (0.20%) Microsoft App-V
Systems Management
1 14 (2.78%) Kubernetes
2 11 (2.18%) Terraform
3 3 (0.60%) Grafana
3 3 (0.60%) Single Sign-On
4 1 (0.20%) Ansible
Vendors
1 86 (17.06%) Microsoft
2 36 (7.14%) Databricks
3 32 (6.35%) SAP
4 30 (5.95%) Google
5 26 (5.16%) Oracle
6 24 (4.76%) ServiceNow
7 17 (3.37%) Salesforce
8 14 (2.78%) Red Hat
8 14 (2.78%) VMware
9 10 (1.98%) Cadence
10 8 (1.59%) Informatica
10 8 (1.59%) Remedy
11 7 (1.39%) Guidewire
12 6 (1.19%) Ab Initio
13 5 (0.99%) Adobe
13 5 (0.99%) Ariba
13 5 (0.99%) IDERA
13 5 (0.99%) Sparx
14 4 (0.79%) Facebook
14 4 (0.79%) Snapchat