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 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 86 101 77
Rank change year-on-year +15 -24 -9
Contract jobs citing Data Modelling 491 593 966
As % of all contract jobs advertised in the UK excluding London 2.38% 2.48% 3.12%
As % of the Processes & Methodologies category 2.80% 2.77% 3.51%
Number of daily rates quoted 375 413 675
10th Percentile £363 £377 £382
25th Percentile £425 £450 £429
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +10.53%
75th Percentile £600 £638 £619
90th Percentile £688 £700 £688
UK median daily rate £550 £575 £575
% change year-on-year -4.35% - +12.75%
Number of hourly rates quoted 6 16 4
10th Percentile £24.74 - £16.53
25th Percentile £28.41 £19.00 £16.94
Median hourly rate £35.41 £31.25 £19.13
Median % change year-on-year +13.32% +63.36% -18.40%
75th Percentile £42.45 £64.88 £20.06
90th Percentile £55.93 £66.00 £20.32
UK median hourly rate £46.75 £35.00 £52.50
% change year-on-year +33.57% -33.33% +64.06%

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 17,507 21,404 27,523
As % of all contract IT jobs advertised in the UK excluding London 84.71% 89.51% 89.03%
Number of daily rates quoted 10,460 14,856 19,229
10th Percentile £250 £256 £233
25th Percentile £378 £400 £385
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +8.57%
75th Percentile £600 £600 £575
90th Percentile £688 £688 £650
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,060 1,308 1,363
10th Percentile £12.34 £11.00 £12.03
25th Percentile £15.19 £15.50 £14.00
Median hourly rate £37.50 £35.00 £20.00
Median % change year-on-year +7.14% +75.00% -6.98%
75th Percentile £60.75 £65.00 £46.12
90th Percentile £72.50 £73.72 £60.00
UK median hourly rate £35.95 £36.00 £25.00
% change year-on-year -0.14% +44.00% +2.04%

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 3 May 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 3 May 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 3 May 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 +33 156 £525 -7.33% 81
South East -30 99 £513 -2.38% 46
Midlands +32 90 £488 -14.47% 61
North West +48 83 £525 +5.00% 45
South West +36 75 £550 -16.67% 26
Yorkshire +8 67 £554 +1.65% 27
Scotland +12 58 £500 -5.66% 20
West Midlands +4 58 £450 -21.74% 46
East Midlands +46 31 £550 +46.67% 15
East of England +4 28 £500 +25.00% 20
North East +5 9 £454 -24.33% 9
Wales -4 4 £450 -18.03% 15
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 20 (4.07%) Apache Spark
2 18 (3.67%) SAS
3 16 (3.26%) Apache
4 7 (1.43%) Apache Airflow
5 4 (0.81%) Confluence
6 2 (0.41%) Oracle SOA Suite
6 2 (0.41%) SharePoint
7 1 (0.20%) Jupyter
7 1 (0.20%) Luigi
Applications
1 26 (5.30%) Microsoft Excel
2 7 (1.43%) SPSS
3 5 (1.02%) MS Visio
4 4 (0.81%) Microsoft PowerPoint
4 4 (0.81%) Spreadsheet
5 1 (0.20%) Microsoft Office
5 1 (0.20%) Sketch
Business Applications
1 14 (2.85%) SAP S/4HANA
2 7 (1.43%) Oracle ERP
3 6 (1.22%) Dynamics CRM
4 5 (1.02%) SAP ERP
5 4 (0.81%) Adobe Campaign
5 4 (0.81%) FastStats
5 4 (0.81%) Unica
6 3 (0.61%) Salesforce CRM
6 3 (0.61%) SAP MDG
7 2 (0.41%) Dynamics AX
7 2 (0.41%) SAP CRM
7 2 (0.41%) SAP IS-U
8 1 (0.20%) Cognos Business Intelligence
8 1 (0.20%) Misys Midas
8 1 (0.20%) NetSuite
8 1 (0.20%) Oracle Utilities
8 1 (0.20%) SAP Business One
8 1 (0.20%) SAP SD
8 1 (0.20%) SAP WM
8 1 (0.20%) Workday HCM
Cloud Services
1 108 (22.00%) Azure
2 99 (20.16%) Power Platform
3 68 (13.85%) AWS
4 50 (10.18%) Azure Data Factory
5 28 (5.70%) Snowflake
6 23 (4.68%) Serverless
7 22 (4.48%) GCP
8 20 (4.07%) Dynamics 365
9 18 (3.67%) Azure Synapse Analytics
10 16 (3.26%) Amazon S3
11 15 (3.05%) AWS Lambda
12 10 (2.04%) OCI
13 9 (1.83%) Microsoft Purview
14 6 (1.22%) Azure Functions
14 6 (1.22%) Azure Stack
14 6 (1.22%) GitHub
14 6 (1.22%) Google Analytics
14 6 (1.22%) PowerApps
15 5 (1.02%) dbt
15 5 (1.02%) OpenShift
Communications & Networking
1 21 (4.28%) SAN
1 21 (4.28%) TCP/IP
2 6 (1.22%) Kerberos
3 1 (0.20%) Intrusion Detection
3 1 (0.20%) Wireless
Database & Business Intelligence
1 99 (20.16%) Data Warehouse
2 97 (19.76%) Power BI
3 48 (9.78%) Tableau
4 45 (9.16%) Data Lake
5 44 (8.96%) SQL Server
6 39 (7.94%) Metadata
7 35 (7.13%) Big Data
7 35 (7.13%) Relational Database
8 30 (6.11%) SQL Server Integration Services
9 23 (4.68%) NoSQL
9 23 (4.68%) Snowflake Schema
10 19 (3.87%) Amazon Redshift
11 16 (3.26%) SQL Server Analysis Services
12 15 (3.05%) BigQuery
12 15 (3.05%) Data Mining
13 14 (2.85%) Microsoft Analysis Services
14 13 (2.65%) Hadoop
15 12 (2.44%) Azure SQL Database
15 12 (2.44%) Metadata Repository
15 12 (2.44%) Power Query
Development Applications
1 17 (3.46%) Jenkins
2 15 (3.05%) ERwin
2 15 (3.05%) Git
2 15 (3.05%) JIRA
3 8 (1.63%) Bitbucket
4 5 (1.02%) ER Studio
5 4 (0.81%) GitLab
5 4 (0.81%) kappa
6 3 (0.61%) Cypress.io
6 3 (0.61%) Maven
6 3 (0.61%) Visual Studio
7 2 (0.41%) CircleCI
7 2 (0.41%) JUnit
8 1 (0.20%) Ant
8 1 (0.20%) Gradle
8 1 (0.20%) PyCharm
8 1 (0.20%) Rational DOORS
8 1 (0.20%) RStudio
8 1 (0.20%) SQL Server Management Studio (SSMS)
General
1 112 (22.81%) Social Skills
2 84 (17.11%) Analytical Skills
3 81 (16.50%) Finance
4 51 (10.39%) Public Sector
5 22 (4.48%) Marketing
6 16 (3.26%) Pharmaceutical
7 13 (2.65%) Manufacturing
7 13 (2.65%) Telecoms
8 12 (2.44%) Presentation Skills
9 10 (2.04%) Retail
10 8 (1.63%) Banking
10 8 (1.63%) Billing
11 7 (1.43%) Documentation Skills
11 7 (1.43%) Inclusion and Diversity
12 6 (1.22%) Influencing Skills
13 4 (0.81%) Automotive
13 4 (0.81%) Electronics
13 4 (0.81%) Financial Institution
13 4 (0.81%) Health Technology
13 4 (0.81%) Law
Job Titles
1 112 (22.81%) Developer
2 96 (19.55%) Architect
3 86 (17.52%) Analyst
4 76 (15.48%) Data Engineer
5 67 (13.65%) Data Architect
6 49 (9.98%) Data Analyst
7 45 (9.16%) Senior
8 33 (6.72%) Python Developer
9 24 (4.89%) Data Modeller
10 23 (4.68%) Lead
11 21 (4.28%) Consultant
12 18 (3.67%) Business Analyst
13 17 (3.46%) Business Intelligence Developer
14 16 (3.26%) Azure Engineer
14 16 (3.26%) Senior Analyst
15 15 (3.05%) Azure Data Engineer
15 15 (3.05%) Business Intelligence Analyst
16 12 (2.44%) Power BI Developer
16 12 (2.44%) Senior Data Analyst
17 11 (2.24%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 23 (4.68%) REST
2 22 (4.48%) XML
3 19 (3.87%) PySpark
4 18 (3.67%) JSON
4 18 (3.67%) Spring
5 16 (3.26%) Spring Boot
6 14 (2.85%) Web Services
7 12 (2.44%) Kafka
8 11 (2.24%) CSS
8 11 (2.24%) HTML
9 10 (2.04%) React
10 9 (1.83%) LDAP
11 8 (1.63%) AngularJS
12 7 (1.43%) D3.js
13 6 (1.22%) FastAPI
13 6 (1.22%) Flask
13 6 (1.22%) OpenID
13 6 (1.22%) Oracle Fusion
13 6 (1.22%) RESTful
14 5 (1.02%) Thymeleaf
Miscellaneous
1 37 (7.54%) Data Structures
2 30 (6.11%) Product Ownership
3 20 (4.07%) Management Information System
4 12 (2.44%) Algorithms
5 11 (2.24%) Onboarding
6 10 (2.04%) Data Protection Act
7 9 (1.83%) Reference Data
8 8 (1.63%) Self-Motivation
9 7 (1.43%) Legacy Systems
9 7 (1.43%) NHS
10 6 (1.22%) Credit Risk
10 6 (1.22%) Enterprise Cloud
11 5 (1.02%) Smart Meter
12 4 (0.81%) CMDB
12 4 (0.81%) Data Centre
12 4 (0.81%) Distributed Computing
12 4 (0.81%) Virtual Team
12 4 (0.81%) Wiki
13 3 (0.61%) Distributed Systems
13 3 (0.61%) Greenfield Project
Operating Systems
1 30 (6.11%) Linux
2 21 (4.28%) Debian
2 21 (4.28%) Ubuntu
3 16 (3.26%) Windows
4 12 (2.44%) Windows Server
5 10 (2.04%) Unix
Processes & Methodologies
1 141 (28.72%) Business Intelligence
2 138 (28.11%) Analytics
3 122 (24.85%) ETL
4 115 (23.42%) Agile
5 96 (19.55%) Data Governance
6 95 (19.35%) Data Analysis
7 79 (16.09%) Problem-Solving
8 70 (14.26%) Data Engineering
8 70 (14.26%) Visualisation
9 67 (13.65%) Data Architecture
10 62 (12.63%) Migration
11 59 (12.02%) Data Integration
12 53 (10.79%) Data Management
12 53 (10.79%) Data Pipeline
13 47 (9.57%) Data Strategy
14 45 (9.16%) Stakeholder Management
15 44 (8.96%) Data Visualisation
16 41 (8.35%) Data Migration
17 38 (7.74%) Data Science
18 37 (7.54%) Translating Business Requirements
Programming Languages
1 202 (41.14%) SQL
2 135 (27.49%) Python
3 48 (9.78%) Java
4 20 (4.07%) R
5 18 (3.67%) T-SQL
6 15 (3.05%) Data Analysis Expressions
7 14 (2.85%) Scala
8 13 (2.65%) JavaScript
9 10 (2.04%) ABAP
10 8 (1.63%) C
11 7 (1.43%) PowerShell
12 6 (1.22%) Go
13 5 (1.02%) C#
13 5 (1.02%) Perl
13 5 (1.02%) PL/SQL
13 5 (1.02%) Shell Script
14 4 (0.81%) Rust
14 4 (0.81%) TypeScript
15 3 (0.61%) Apex Code
15 3 (0.61%) C++
Qualifications
1 76 (15.48%) Security Cleared
2 54 (11.00%) SC Cleared
3 45 (9.16%) Degree
4 32 (6.52%) DV Cleared
5 23 (4.68%) Computer Science Degree
6 9 (1.83%) BPSS Clearance
7 7 (1.43%) Microsoft Certification
8 5 (1.02%) AWS Certification
8 5 (1.02%) Master's Degree
8 5 (1.02%) MCITP
8 5 (1.02%) MCTS
9 3 (0.61%) ITIL Certification
10 2 (0.41%) Azure Certification
10 2 (0.41%) IBM Certification
10 2 (0.41%) Numerate Degree
11 1 (0.20%) AWS Certified Developer
11 1 (0.20%) AWS Certified DevOps Engineer
11 1 (0.20%) AWS Certified Solutions Architect
11 1 (0.20%) PhD
11 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 71 (14.46%) Data Quality
2 27 (5.50%) QA
3 24 (4.89%) GDPR
4 13 (2.65%) Accessibility
5 6 (1.22%) IFRS
5 6 (1.22%) IFRS 9
6 4 (0.81%) Disclosure Scotland
7 2 (0.41%) Actionable Recommendations
7 2 (0.41%) Cyber Essentials
7 2 (0.41%) PMO
8 1 (0.20%) California Consumer Privacy Act
8 1 (0.20%) COBIT
8 1 (0.20%) GRC
8 1 (0.20%) MISRA
8 1 (0.20%) MISRA C
8 1 (0.20%) NIST
System Software
1 18 (3.67%) Active Directory
2 16 (3.26%) Docker
3 5 (1.02%) HDFS
4 1 (0.20%) Apache ZooKeeper
4 1 (0.20%) Microsoft App-V
4 1 (0.20%) VMware Infrastructure
Systems Management
1 11 (2.24%) Kubernetes
2 5 (1.02%) Grafana
3 3 (0.61%) Single Sign-On
3 3 (0.61%) Terraform
4 1 (0.20%) Ansible
4 1 (0.20%) Hadoop YARN
Vendors
1 88 (17.92%) Microsoft
2 38 (7.74%) SAP
3 35 (7.13%) Databricks
4 26 (5.30%) Oracle
5 21 (4.28%) Red Hat
5 21 (4.28%) VMware
6 18 (3.67%) Salesforce
7 16 (3.26%) Google
8 14 (2.85%) Informatica
8 14 (2.85%) ServiceNow
9 9 (1.83%) Sparx
10 8 (1.63%) Remedy
11 7 (1.43%) Cadence
12 6 (1.22%) Guidewire
13 5 (1.02%) Ab Initio
13 5 (1.02%) Ariba
13 5 (1.02%) IDERA
13 5 (1.02%) Talend
14 4 (0.81%) Adobe
14 4 (0.81%) Facebook