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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 88 99 78
Rank change year-on-year +11 -21 -7
Contract jobs citing Data Modelling 486 583 954
As % of all contract jobs advertised in the UK excluding London 2.37% 2.49% 3.14%
As % of the Processes & Methodologies category 2.81% 2.78% 3.53%
Number of daily rates quoted 371 399 667
10th Percentile £363 £363 £383
25th Percentile £420 £456 £430
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% -18.40%
75th Percentile £42.45 £64.88 £19.81
90th Percentile £55.93 £66.00 £19.87
UK median hourly rate £46.75 £35.00 £57.00
% change year-on-year +33.57% -38.60% +84.99%

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 17,297 21,007 27,024
As % of all contract IT jobs advertised in the UK excluding London 84.45% 89.55% 88.94%
Number of daily rates quoted 10,312 14,549 18,866
10th Percentile £250 £256 £235
25th Percentile £378 £400 £386
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 2,055 1,290 1,325
10th Percentile £12.32 £11.00 £12.22
25th Percentile £15.17 £15.41 £14.00
Median hourly rate £38.00 £35.00 £20.00
Median % change year-on-year +8.57% +75.00% -6.98%
75th Percentile £61.25 £65.00 £46.17
90th Percentile £72.90 £73.75 £60.00
UK median hourly rate £36.50 £36.00 £25.18
% change year-on-year +1.39% +42.97% +2.78%

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 9 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 9 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 9 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 +35 155 £525 -4.55% 77
South East -26 98 £513 -2.38% 45
Midlands +39 89 £488 -15.22% 53
North West +50 84 £525 +5.00% 43
South West +32 75 £550 -16.67% 30
Yorkshire +10 66 £550 +4.76% 24
Scotland +15 60 £500 -5.66% 19
West Midlands +9 58 £425 -26.72% 43
East Midlands +47 30 £550 +57.14% 10
East of England -7 23 £525 +31.25% 19
North East 0 8 £415 -30.83% 10
Wales -5 4 £450 -18.03% 13
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 18 (3.70%) SAS
2 17 (3.50%) Apache Spark
3 13 (2.67%) Apache
4 5 (1.03%) Apache Airflow
5 4 (0.82%) Confluence
6 2 (0.41%) Oracle SOA Suite
6 2 (0.41%) SharePoint
7 1 (0.21%) Jupyter
Applications
1 26 (5.35%) Microsoft Excel
2 7 (1.44%) SPSS
3 4 (0.82%) Microsoft PowerPoint
3 4 (0.82%) MS Visio
3 4 (0.82%) Spreadsheet
4 2 (0.41%) Sketch
Business Applications
1 14 (2.88%) SAP S/4HANA
2 6 (1.23%) Dynamics CRM
2 6 (1.23%) Oracle ERP
3 5 (1.03%) SAP ERP
4 4 (0.82%) Adobe Campaign
4 4 (0.82%) FastStats
4 4 (0.82%) Unica
5 3 (0.62%) Salesforce CRM
5 3 (0.62%) SAP MDG
6 2 (0.41%) SAP CRM
6 2 (0.41%) SAP IS-U
7 1 (0.21%) Cognos Business Intelligence
7 1 (0.21%) Dynamics AX
7 1 (0.21%) Misys Midas
7 1 (0.21%) NetSuite
7 1 (0.21%) SAP Business One
7 1 (0.21%) SAP MDG-F
7 1 (0.21%) SAP SD
7 1 (0.21%) SAP WM
7 1 (0.21%) Workday HCM
Cloud Services
1 108 (22.22%) Azure
2 99 (20.37%) Power Platform
3 62 (12.76%) AWS
4 50 (10.29%) Azure Data Factory
5 26 (5.35%) Snowflake
6 21 (4.32%) GCP
7 19 (3.91%) Dynamics 365
8 18 (3.70%) Azure Synapse Analytics
8 18 (3.70%) Serverless
9 11 (2.26%) Amazon S3
10 10 (2.06%) AWS Lambda
11 8 (1.65%) Microsoft Purview
11 8 (1.65%) OCI
12 6 (1.23%) Azure Functions
12 6 (1.23%) Azure Stack
12 6 (1.23%) GitHub
12 6 (1.23%) Google Analytics
12 6 (1.23%) PowerApps
13 5 (1.03%) dbt
14 4 (0.82%) Power Automate
Communications & Networking
1 20 (4.12%) SAN
1 20 (4.12%) TCP/IP
2 6 (1.23%) Kerberos
3 1 (0.21%) Intrusion Detection
3 1 (0.21%) Wireless
Database & Business Intelligence
1 97 (19.96%) Data Warehouse
1 97 (19.96%) Power BI
2 47 (9.67%) Data Lake
2 47 (9.67%) Tableau
3 46 (9.47%) SQL Server
4 36 (7.41%) Metadata
5 34 (7.00%) Relational Database
6 33 (6.79%) Big Data
7 28 (5.76%) SQL Server Integration Services
8 23 (4.73%) Snowflake Schema
9 20 (4.12%) NoSQL
10 19 (3.91%) Amazon Redshift
11 16 (3.29%) SQL Server Analysis Services
12 15 (3.09%) Data Mining
13 14 (2.88%) Microsoft Analysis Services
14 13 (2.67%) BigQuery
14 13 (2.67%) Power Query
15 12 (2.47%) Azure SQL Database
15 12 (2.47%) Metadata Repository
15 12 (2.47%) Star Schema
Development Applications
1 16 (3.29%) JIRA
2 15 (3.09%) ERwin
3 13 (2.67%) Git
4 12 (2.47%) Jenkins
5 8 (1.65%) Bitbucket
6 5 (1.03%) ER Studio
7 4 (0.82%) GitLab
7 4 (0.82%) kappa
8 3 (0.62%) Visual Studio
9 2 (0.41%) CircleCI
9 2 (0.41%) JUnit
10 1 (0.21%) Ant
10 1 (0.21%) Gradle
10 1 (0.21%) Maven
10 1 (0.21%) PyCharm
10 1 (0.21%) Rational DOORS
10 1 (0.21%) RStudio
10 1 (0.21%) SQL Server Management Studio (SSMS)
General
1 109 (22.43%) Social Skills
2 83 (17.08%) Analytical Skills
2 83 (17.08%) Finance
3 49 (10.08%) Public Sector
4 22 (4.53%) Marketing
5 20 (4.12%) Pharmaceutical
6 13 (2.67%) Telecoms
7 12 (2.47%) Manufacturing
8 11 (2.26%) Presentation Skills
9 10 (2.06%) Retail
10 8 (1.65%) Banking
10 8 (1.65%) Billing
11 7 (1.44%) Documentation Skills
11 7 (1.44%) Inclusion and Diversity
11 7 (1.44%) Influencing Skills
12 4 (0.82%) Electronics
12 4 (0.82%) Financial Institution
12 4 (0.82%) Health Technology
12 4 (0.82%) Law
13 3 (0.62%) Automotive
Job Titles
1 115 (23.66%) Developer
2 94 (19.34%) Architect
3 81 (16.67%) Analyst
4 73 (15.02%) Data Engineer
5 66 (13.58%) Data Architect
6 46 (9.47%) Data Analyst
7 45 (9.26%) Senior
8 31 (6.38%) Python Developer
9 23 (4.73%) Data Modeller
9 23 (4.73%) Lead
10 20 (4.12%) Consultant
11 18 (3.70%) Business Intelligence Developer
12 16 (3.29%) Azure Engineer
12 16 (3.29%) Business Analyst
13 15 (3.09%) Azure Data Engineer
13 15 (3.09%) Business Intelligence Analyst
13 15 (3.09%) Senior Analyst
14 13 (2.67%) Power BI Developer
15 11 (2.26%) Enterprise Architect
15 11 (2.26%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 21 (4.32%) XML
2 20 (4.12%) PySpark
2 20 (4.12%) REST
3 17 (3.50%) JSON
4 15 (3.09%) Spring
5 14 (2.88%) Web Services
6 12 (2.47%) Spring Boot
7 11 (2.26%) Kafka
8 9 (1.85%) CSS
8 9 (1.85%) HTML
8 9 (1.85%) LDAP
9 8 (1.65%) AngularJS
10 7 (1.44%) D3.js
10 7 (1.44%) React
10 7 (1.44%) RESTful
11 6 (1.23%) FastAPI
11 6 (1.23%) Flask
11 6 (1.23%) OpenID
12 5 (1.03%) .NET
12 5 (1.03%) Oracle Fusion
Miscellaneous
1 37 (7.61%) Data Structures
2 30 (6.17%) Product Ownership
3 19 (3.91%) Management Information System
4 11 (2.26%) Algorithms
4 11 (2.26%) Data Protection Act
4 11 (2.26%) Onboarding
4 11 (2.26%) Reference Data
5 8 (1.65%) Legacy Systems
6 7 (1.44%) NHS
6 7 (1.44%) Self-Motivation
7 6 (1.23%) Credit Risk
7 6 (1.23%) Enterprise Cloud
8 5 (1.03%) Smart Meter
9 4 (0.82%) CMDB
9 4 (0.82%) Data Centre
9 4 (0.82%) Distributed Computing
9 4 (0.82%) Virtual Team
9 4 (0.82%) Wiki
10 3 (0.62%) Distributed Systems
10 3 (0.62%) Team-Oriented Environment
Operating Systems
1 28 (5.76%) Linux
2 20 (4.12%) Debian
2 20 (4.12%) Ubuntu
3 16 (3.29%) Windows
4 13 (2.67%) Unix
5 12 (2.47%) Windows Server
Processes & Methodologies
1 139 (28.60%) Business Intelligence
2 135 (27.78%) Analytics
3 119 (24.49%) ETL
4 113 (23.25%) Agile
5 97 (19.96%) Data Governance
6 92 (18.93%) Data Analysis
7 78 (16.05%) Problem-Solving
8 76 (15.64%) Visualisation
9 73 (15.02%) Data Engineering
10 67 (13.79%) Data Architecture
11 61 (12.55%) Migration
12 55 (11.32%) Data Integration
13 51 (10.49%) Data Management
13 51 (10.49%) Data Pipeline
14 49 (10.08%) Data Visualisation
14 49 (10.08%) Stakeholder Management
15 48 (9.88%) Data Strategy
16 42 (8.64%) Data Migration
17 41 (8.44%) Translating Business Requirements
18 39 (8.02%) Data Science
Programming Languages
1 191 (39.30%) SQL
2 128 (26.34%) Python
3 42 (8.64%) Java
4 20 (4.12%) R
5 18 (3.70%) T-SQL
6 16 (3.29%) Data Analysis Expressions
7 14 (2.88%) Scala
8 10 (2.06%) ABAP
8 10 (2.06%) JavaScript
9 8 (1.65%) C
10 7 (1.44%) PowerShell
11 6 (1.23%) Go
11 6 (1.23%) PL/SQL
11 6 (1.23%) Shell Script
12 5 (1.03%) C#
12 5 (1.03%) Perl
13 3 (0.62%) Apex Code
13 3 (0.62%) C++
13 3 (0.62%) Rust
14 1 (0.21%) HiveQL
Qualifications
1 73 (15.02%) Security Cleared
2 50 (10.29%) SC Cleared
3 43 (8.85%) Degree
4 31 (6.38%) DV Cleared
5 21 (4.32%) Computer Science Degree
6 9 (1.85%) BPSS Clearance
7 7 (1.44%) Microsoft Certification
8 5 (1.03%) AWS Certification
8 5 (1.03%) Master's Degree
8 5 (1.03%) MCITP
8 5 (1.03%) MCTS
9 3 (0.62%) ITIL Certification
10 2 (0.41%) Azure Certification
10 2 (0.41%) IBM Certification
10 2 (0.41%) Numerate Degree
11 1 (0.21%) AWS Certified Developer
11 1 (0.21%) AWS Certified DevOps Engineer
11 1 (0.21%) AWS Certified Solutions Architect
11 1 (0.21%) PhD
11 1 (0.21%) TOGAF Certification
Quality Assurance & Compliance
1 66 (13.58%) Data Quality
2 29 (5.97%) QA
3 24 (4.94%) GDPR
4 9 (1.85%) Accessibility
5 6 (1.23%) IFRS
5 6 (1.23%) IFRS 9
6 2 (0.41%) Actionable Recommendations
6 2 (0.41%) Cyber Essentials
6 2 (0.41%) Disclosure Scotland
6 2 (0.41%) PMO
7 1 (0.21%) California Consumer Privacy Act
7 1 (0.21%) COBIT
7 1 (0.21%) GRC
7 1 (0.21%) MISRA
7 1 (0.21%) MISRA C
7 1 (0.21%) NIST
System Software
1 18 (3.70%) Active Directory
2 12 (2.47%) Docker
3 4 (0.82%) HDFS
4 1 (0.21%) Microsoft App-V
4 1 (0.21%) VMware Infrastructure
Systems Management
1 10 (2.06%) Kubernetes
2 3 (0.62%) Single Sign-On
3 2 (0.41%) Grafana
4 1 (0.21%) Ansible
4 1 (0.21%) Terraform
Vendors
1 86 (17.70%) Microsoft
2 35 (7.20%) Databricks
2 35 (7.20%) SAP
3 28 (5.76%) Oracle
4 20 (4.12%) Red Hat
4 20 (4.12%) VMware
5 18 (3.70%) Salesforce
6 16 (3.29%) Google
7 13 (2.67%) ServiceNow
8 10 (2.06%) Informatica
9 9 (1.85%) Sparx
10 8 (1.65%) Remedy
11 7 (1.44%) Cadence
12 6 (1.23%) Guidewire
13 5 (1.03%) Ab Initio
13 5 (1.03%) Ariba
13 5 (1.03%) IDERA
14 4 (0.82%) Adobe
14 4 (0.82%) Facebook
14 4 (0.82%) Snapchat