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

6 months to
15 May 2024
Same period 2023 Same period 2022
Rank 79 99 80
Rank change year-on-year +20 -19 -10
Contract jobs citing Data Modelling 500 576 927
As % of all contract jobs advertised in the UK excluding London 2.47% 2.50% 3.05%
As % of the Processes & Methodologies category 2.92% 2.79% 3.42%
Number of daily rates quoted 382 390 653
10th Percentile £363 £363 £382
25th Percentile £425 £460 £431
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +10.53%
75th Percentile £600 £650 £625
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 2
10th Percentile £24.74 - £17.45
25th Percentile £28.41 £19.00 £17.86
Median hourly rate £35.41 £31.25 £19.13
Median % change year-on-year +13.32% +63.36% -16.43%
75th Percentile £42.45 £64.88 £19.81
90th Percentile £55.93 £66.00 £19.87
UK median hourly rate £45.00 £35.00 £57.00
% change year-on-year +28.57% -38.60% +101.32%

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 17,110 20,642 27,081
As % of all contract IT jobs advertised in the UK excluding London 84.43% 89.51% 89.05%
Number of daily rates quoted 10,201 14,252 18,911
10th Percentile £250 £255 £236
25th Percentile £380 £400 £388
Median daily rate (50th Percentile) £500 £500 £476
Median % change year-on-year - +5.04% +8.51%
75th Percentile £600 £600 £575
90th Percentile £688 £688 £653
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 2,053 1,261 1,359
10th Percentile £12.31 £10.75 £12.25
25th Percentile £15.25 £15.25 £14.25
Median hourly rate £37.50 £35.00 £20.00
Median % change year-on-year +7.14% +75.00% -6.98%
75th Percentile £61.25 £65.00 £47.25
90th Percentile £72.82 £73.71 £61.30
UK median hourly rate £36.05 £36.00 £25.68
% change year-on-year +0.13% +40.19% +4.82%

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 15 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 15 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 15 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 +39 175 £525 -3.67% 92
South East -34 90 £500 -4.76% 51
North West +53 87 £525 +5.00% 50
Midlands +34 86 £481 -16.30% 64
Yorkshire +15 83 £514 -2.19% 30
South West +39 78 £550 -17.85% 35
Scotland +27 63 £500 -9.09% 19
West Midlands +7 55 £425 -27.35% 50
East Midlands +36 30 £550 +57.14% 14
East of England -3 22 £525 +31.25% 18
North East -1 8 £415 -30.83% 12
Wales 0 4 £450 -18.03% 16
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 (5.00%) Apache Spark
2 18 (3.60%) SAS
3 13 (2.60%) Apache
4 5 (1.00%) Apache Airflow
5 4 (0.80%) Confluence
6 2 (0.40%) Oracle SOA Suite
6 2 (0.40%) SharePoint
7 1 (0.20%) Jupyter
7 1 (0.20%) Mendix
Applications
1 26 (5.20%) Microsoft Excel
2 7 (1.40%) SPSS
3 4 (0.80%) Microsoft PowerPoint
3 4 (0.80%) MS Visio
3 4 (0.80%) Spreadsheet
4 2 (0.40%) Sketch
Business Applications
1 14 (2.80%) SAP S/4HANA
2 6 (1.20%) Dynamics CRM
2 6 (1.20%) Oracle ERP
3 5 (1.00%) SAP ERP
4 4 (0.80%) Adobe Campaign
4 4 (0.80%) FastStats
4 4 (0.80%) Unica
5 3 (0.60%) SAP MDG
6 2 (0.40%) Salesforce CRM
6 2 (0.40%) SAP CRM
6 2 (0.40%) SAP IS-U
7 1 (0.20%) Cognos Business Intelligence
7 1 (0.20%) Dynamics AX
7 1 (0.20%) Misys Midas
7 1 (0.20%) NetSuite
7 1 (0.20%) SAP Business One
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
1 120 (24.00%) Azure
2 101 (20.20%) Power Platform
3 75 (15.00%) AWS
4 50 (10.00%) Azure Data Factory
5 33 (6.60%) GCP
6 26 (5.20%) Snowflake
7 25 (5.00%) Serverless
8 20 (4.00%) Dynamics 365
9 18 (3.60%) Amazon S3
9 18 (3.60%) Azure Synapse Analytics
10 10 (2.00%) AWS Lambda
10 10 (2.00%) Cloud Computing
11 8 (1.60%) OCI
12 7 (1.40%) Azure Data Lake Analytics
12 7 (1.40%) Microsoft Purview
13 6 (1.20%) Azure Functions
13 6 (1.20%) Azure Stack
13 6 (1.20%) dbt
13 6 (1.20%) GitHub
13 6 (1.20%) Google Analytics
Communications & Networking
1 15 (3.00%) SAN
1 15 (3.00%) TCP/IP
2 6 (1.20%) Kerberos
3 1 (0.20%) Internet
3 1 (0.20%) Intrusion Detection
3 1 (0.20%) Wireless
Database & Business Intelligence
1 100 (20.00%) Data Warehouse
2 99 (19.80%) Power BI
3 55 (11.00%) Data Lake
4 48 (9.60%) Tableau
5 47 (9.40%) SQL Server
6 42 (8.40%) Big Data
7 37 (7.40%) Relational Database
8 34 (6.80%) Metadata
9 28 (5.60%) SQL Server Integration Services
10 26 (5.20%) Amazon Redshift
11 24 (4.80%) Snowflake Schema
12 20 (4.00%) BigQuery
12 20 (4.00%) Hadoop
13 19 (3.80%) NoSQL
14 16 (3.20%) Amazon Athena
15 15 (3.00%) Data Mining
15 15 (3.00%) SQL Server Analysis Services
16 14 (2.80%) Amazon RDS
16 14 (2.80%) Microsoft Analysis Services
17 12 (2.40%) Azure SQL Database
Development Applications
1 25 (5.00%) Git
2 21 (4.20%) Jenkins
3 18 (3.60%) JIRA
4 15 (3.00%) ERwin
5 8 (1.60%) Bitbucket
6 5 (1.00%) ER Studio
7 4 (0.80%) GitLab
7 4 (0.80%) kappa
8 2 (0.40%) CircleCI
8 2 (0.40%) JUnit
8 2 (0.40%) Visual Studio
9 1 (0.20%) Ant
9 1 (0.20%) Gradle
9 1 (0.20%) Maven
9 1 (0.20%) PyCharm
9 1 (0.20%) Rational DOORS
9 1 (0.20%) RStudio
General
1 112 (22.40%) Social Skills
2 86 (17.20%) Analytical Skills
3 85 (17.00%) Finance
4 51 (10.20%) Public Sector
5 22 (4.40%) Marketing
6 20 (4.00%) Pharmaceutical
7 13 (2.60%) Telecoms
8 12 (2.40%) Manufacturing
9 11 (2.20%) Banking
9 11 (2.20%) Presentation Skills
10 10 (2.00%) Retail
11 9 (1.80%) Billing
12 8 (1.60%) Inclusion and Diversity
13 7 (1.40%) Documentation Skills
13 7 (1.40%) Influencing Skills
14 5 (1.00%) Law
15 4 (0.80%) Electronics
15 4 (0.80%) Financial Institution
15 4 (0.80%) Health Technology
16 3 (0.60%) Legal
Job Titles
1 115 (23.00%) Developer
2 101 (20.20%) Architect
3 78 (15.60%) Analyst
4 72 (14.40%) Data Engineer
5 67 (13.40%) Data Architect
6 44 (8.80%) Data Analyst
7 41 (8.20%) Senior
8 25 (5.00%) Python Developer
9 23 (4.60%) Data Modeller
9 23 (4.60%) Lead
10 20 (4.00%) Consultant
11 19 (3.80%) Business Intelligence Developer
12 16 (3.20%) Azure Engineer
12 16 (3.20%) Business Analyst
13 15 (3.00%) Azure Data Engineer
13 15 (3.00%) Senior Analyst
13 15 (3.00%) Solutions Architect
14 14 (2.80%) Business Intelligence Analyst
15 13 (2.60%) Power BI Developer
16 11 (2.20%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 22 (4.40%) XML
2 20 (4.00%) PySpark
3 18 (3.60%) Kafka
4 17 (3.40%) REST
5 16 (3.20%) JSON
6 15 (3.00%) Spring
6 15 (3.00%) Web Services
7 14 (2.80%) HTML
7 14 (2.80%) Spring Boot
8 12 (2.40%) CSS
9 11 (2.20%) RESTful
10 10 (2.00%) AngularJS
11 9 (1.80%) LDAP
12 7 (1.40%) D3.js
12 7 (1.40%) GraphQL
13 6 (1.20%) .NET
13 6 (1.20%) FastAPI
13 6 (1.20%) Flask
13 6 (1.20%) OpenID
13 6 (1.20%) React
Miscellaneous
1 37 (7.40%) Data Structures
2 29 (5.80%) Product Ownership
3 18 (3.60%) Management Information System
4 13 (2.60%) Data Protection Act
5 11 (2.20%) Algorithms
5 11 (2.20%) Onboarding
5 11 (2.20%) Reference Data
6 8 (1.60%) Legacy Systems
7 7 (1.40%) NHS
7 7 (1.40%) Self-Motivation
8 6 (1.20%) Credit Risk
8 6 (1.20%) Enterprise Cloud
9 5 (1.00%) Data Centre
9 5 (1.00%) Smart Meter
10 4 (0.80%) CMDB
10 4 (0.80%) Distributed Computing
10 4 (0.80%) Virtual Team
10 4 (0.80%) Wiki
11 3 (0.60%) Distributed Systems
11 3 (0.60%) Team-Oriented Environment
Operating Systems
1 23 (4.60%) Linux
2 18 (3.60%) Windows
3 17 (3.40%) Unix
4 15 (3.00%) Debian
4 15 (3.00%) Ubuntu
5 12 (2.40%) Windows Server
Processes & Methodologies
1 140 (28.00%) Analytics
1 140 (28.00%) Business Intelligence
2 127 (25.40%) ETL
3 112 (22.40%) Agile
4 106 (21.20%) Data Governance
5 90 (18.00%) Data Analysis
6 81 (16.20%) Problem-Solving
7 78 (15.60%) Visualisation
8 68 (13.60%) Data Engineering
9 66 (13.20%) Data Architecture
9 66 (13.20%) Data Integration
10 63 (12.60%) Migration
11 52 (10.40%) Data Management
11 52 (10.40%) Data Pipeline
12 50 (10.00%) Data Visualisation
13 49 (9.80%) Stakeholder Management
13 49 (9.80%) Translating Business Requirements
14 48 (9.60%) Data Strategy
15 44 (8.80%) Data Science
16 43 (8.60%) Data Migration
Programming Languages
1 204 (40.80%) SQL
2 135 (27.00%) Python
3 56 (11.20%) Java
4 20 (4.00%) R
4 20 (4.00%) T-SQL
5 17 (3.40%) Data Analysis Expressions
6 15 (3.00%) JavaScript
7 14 (2.80%) Scala
8 10 (2.00%) ABAP
8 10 (2.00%) C
9 8 (1.60%) Shell Script
10 7 (1.40%) PL/SQL
10 7 (1.40%) PowerShell
11 6 (1.20%) Go
12 5 (1.00%) C#
12 5 (1.00%) C++
12 5 (1.00%) Perl
13 3 (0.60%) Rust
14 2 (0.40%) Apex Code
15 1 (0.20%) Bash
Qualifications
1 66 (13.20%) Security Cleared
2 49 (9.80%) Degree
3 41 (8.20%) SC Cleared
4 28 (5.60%) DV Cleared
5 25 (5.00%) Computer Science Degree
6 9 (1.80%) BPSS Clearance
7 8 (1.60%) Master's Degree
8 7 (1.40%) Microsoft Certification
9 6 (1.20%) AWS Certification
10 5 (1.00%) MCITP
10 5 (1.00%) MCTS
11 3 (0.60%) ITIL Certification
11 3 (0.60%) PMI Certification
11 3 (0.60%) PMP
12 2 (0.40%) Azure Certification
12 2 (0.40%) IBM Certification
12 2 (0.40%) Numerate Degree
13 1 (0.20%) AWS Certified Developer
13 1 (0.20%) AWS Certified DevOps Engineer
13 1 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 64 (12.80%) Data Quality
2 29 (5.80%) QA
3 28 (5.60%) GDPR
4 9 (1.80%) Accessibility
5 6 (1.20%) IFRS
5 6 (1.20%) IFRS 9
6 4 (0.80%) HIPAA
7 2 (0.40%) Actionable Recommendations
7 2 (0.40%) Cyber Essentials
7 2 (0.40%) Disclosure Scotland
7 2 (0.40%) PMO
7 2 (0.40%) SLA
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 (3.60%) Active Directory
2 16 (3.20%) Docker
3 4 (0.80%) HDFS
4 1 (0.20%) Microsoft App-V
Systems Management
1 13 (2.60%) Kubernetes
2 9 (1.80%) Terraform
3 3 (0.60%) Single Sign-On
4 2 (0.40%) Grafana
5 1 (0.20%) Ansible
Vendors
1 88 (17.60%) Microsoft
2 35 (7.00%) Databricks
2 35 (7.00%) SAP
3 29 (5.80%) Oracle
4 28 (5.60%) Google
5 18 (3.60%) ServiceNow
6 16 (3.20%) Salesforce
7 15 (3.00%) Red Hat
7 15 (3.00%) VMware
8 9 (1.80%) Cadence
8 9 (1.80%) Informatica
9 8 (1.60%) Remedy
9 8 (1.60%) Sparx
10 7 (1.40%) Guidewire
11 5 (1.00%) Ab Initio
11 5 (1.00%) Ariba
11 5 (1.00%) IDERA
12 4 (0.80%) Adobe
12 4 (0.80%) Facebook
12 4 (0.80%) Snapchat