Data Modelling Jobs in the UK excluding London

Data Modelling
UK > UK excluding London

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 140 180 153
Rank change year-on-year +40 -27 +16
Permanent jobs citing Data Modelling 1,501 1,132 1,799
As % of all permanent jobs advertised in the UK excluding London 1.98% 2.00% 2.43%
As % of the Processes & Methodologies category 2.41% 2.10% 2.58%
Number of salaries quoted 816 768 1,043
10th Percentile £35,000 £38,874 £36,250
25th Percentile £45,000 £46,250 £42,500
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +10.00%
75th Percentile £77,500 £73,750 £68,750
90th Percentile £91,250 £85,000 £80,200
UK median annual salary £65,700 £67,500 £65,000
% change year-on-year -2.67% +3.85% +13.04%

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 permanent job vacancies advertised in the UK excluding London with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 62,202 53,975 69,729
As % of all permanent jobs advertised in the UK excluding London 81.87% 95.46% 94.28%
Number of salaries quoted 42,597 28,532 41,279
10th Percentile £27,300 £30,500 £30,000
25th Percentile £36,250 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +9.38%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £77,500 £82,500 £80,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +9.09%

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
Salary Trend in the UK excluding London

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

Salary trend for Data Modelling in the UK excluding London

Data Modelling
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Modelling in the UK excluding London over the 6 months to 1 June 2024.

Salary histogram for Data Modelling in the UK excluding London

Data Modelling
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the UK excluding London region over the 6 months to 1 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
North of England +54 419 £61,206 +2.01% 93
Midlands +36 277 £55,000 +10.00% 49
Scotland +39 269 £65,000 - 18
South East +13 267 £67,500 +12.50% 54
North West +101 253 £67,500 +28.57% 56
West Midlands +22 208 £57,500 +12.75% 34
South West -26 144 £55,000 -8.71% 30
Yorkshire -5 109 £47,500 -25.49% 24
East of England -24 74 £47,143 -18.01% 15
East Midlands +22 69 £51,500 +8.42% 15
North East +21 57 £64,000 -1.54% 13
Wales +14 47 £57,500 +27.78% 8
Northern Ireland +17 5 £50,000 -14.89% 7
Isle of Man - 3 £82,500 -
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 92 (6.13%) Apache Spark
2 41 (2.73%) Apache
3 29 (1.93%) SharePoint
4 23 (1.53%) SAS
5 21 (1.40%) GemFire
6 16 (1.07%) Apache Airflow
7 10 (0.67%) Confluence
8 4 (0.27%) CMS
9 3 (0.20%) Tomcat
9 3 (0.20%) WildFly
Applications
1 69 (4.60%) Microsoft Excel
2 23 (1.53%) Microsoft Office
3 18 (1.20%) Microsoft PowerPoint
3 18 (1.20%) MS Visio
4 15 (1.00%) Trello
5 10 (0.67%) Spreadsheet
6 3 (0.20%) Chatbot
7 1 (0.067%) SPSS
Business Applications
1 29 (1.93%) Dynamics CRM
2 10 (0.67%) Sparx Enterprise Architect
3 6 (0.40%) NetSuite
4 5 (0.33%) Odoo
4 5 (0.33%) SAP S/4HANA
5 3 (0.20%) SAP ERP
6 1 (0.067%) Adobe Campaign
6 1 (0.067%) FastStats
6 1 (0.067%) Oracle EBS
6 1 (0.067%) SAP MDG
6 1 (0.067%) SAP MDG-BP
6 1 (0.067%) SAP MDG-F
6 1 (0.067%) Unica
Cloud Services
1 594 (39.57%) Azure
2 454 (30.25%) AWS
3 332 (22.12%) Power Platform
4 234 (15.59%) GCP
5 155 (10.33%) Azure DevOps
6 94 (6.26%) Snowflake
7 78 (5.20%) Azure Data Factory
8 70 (4.66%) Dynamics 365
9 57 (3.80%) Power Automate
10 52 (3.46%) Matillion
11 51 (3.40%) Amazon S3
12 50 (3.33%) PowerApps
13 44 (2.93%) Azure Synapse Analytics
14 41 (2.73%) SaaS
15 37 (2.47%) Amazon Kinesis
15 37 (2.47%) Serverless
16 32 (2.13%) Azure Cosmos DB
17 23 (1.53%) Amazon EC2
17 23 (1.53%) dbt
18 18 (1.20%) GitHub
Communications & Networking
1 68 (4.53%) Kerberos
2 18 (1.20%) DSL
3 13 (0.87%) HTTP
4 8 (0.53%) Firewall
4 8 (0.53%) TCP/IP
5 7 (0.47%) Wireless
6 6 (0.40%) VLAN
6 6 (0.40%) VPN
7 5 (0.33%) BGP
7 5 (0.33%) Intrusion Detection
7 5 (0.33%) IPsec
7 5 (0.33%) LAN
7 5 (0.33%) Network Security
7 5 (0.33%) NGFW
7 5 (0.33%) OSPF
7 5 (0.33%) SSL
7 5 (0.33%) WAN
8 4 (0.27%) Broadband
8 4 (0.27%) Internet
8 4 (0.27%) WPA
Database & Business Intelligence
1 517 (34.44%) Data Warehouse
2 324 (21.59%) Power BI
3 210 (13.99%) SQL Server
4 206 (13.72%) BigQuery
5 203 (13.52%) Looker
6 171 (11.39%) Metadata
7 149 (9.93%) Data Lake
8 131 (8.73%) Tableau
9 117 (7.79%) Big Data
10 107 (7.13%) Relational Database
11 84 (5.60%) Data Vault
12 78 (5.20%) SQL Server Integration Services
13 72 (4.80%) NoSQL
14 58 (3.86%) Hadoop
15 53 (3.53%) Amazon Redshift
16 47 (3.13%) MySQL
17 45 (3.00%) Star Schema
18 44 (2.93%) SQL Server Analysis Services
19 38 (2.53%) SQL Server Reporting Services
20 36 (2.40%) RDBMS
Development Applications
1 157 (10.46%) Git
2 80 (5.33%) Jenkins
3 79 (5.26%) JIRA
4 71 (4.73%) Bitbucket
5 65 (4.33%) Artifactory
6 47 (3.13%) GitLab
7 28 (1.87%) Postman
8 21 (1.40%) Jaeger
9 11 (0.73%) Visual Studio
10 8 (0.53%) ERwin
11 7 (0.47%) Oracle Forms
12 5 (0.33%) SoapUI
13 4 (0.27%) Subversion
14 2 (0.13%) Balsamiq
14 2 (0.13%) ER Studio
14 2 (0.13%) SQL Server Management Studio (SSMS)
14 2 (0.13%) Team Foundation Server
14 2 (0.13%) TeamCity
14 2 (0.13%) Vite
15 1 (0.067%) GoCD
General
1 384 (25.58%) Finance
2 378 (25.18%) Analytical Skills
3 328 (21.85%) Social Skills
4 249 (16.59%) Inclusion and Diversity
5 229 (15.26%) Law
6 155 (10.33%) Marketing
7 103 (6.86%) Legal
8 83 (5.53%) Billing
9 76 (5.06%) Presentation Skills
10 69 (4.60%) Banking
11 50 (3.33%) Public Sector
12 37 (2.47%) Investment Banking
12 37 (2.47%) Retail
13 36 (2.40%) Manufacturing
13 36 (2.40%) Organisational Skills
14 26 (1.73%) Games
15 20 (1.33%) Financial Institution
16 13 (0.87%) Publishing
17 12 (0.80%) Pharmaceutical
18 9 (0.60%) Local Government
Job Titles
1 360 (23.98%) Data Engineer
2 324 (21.59%) Architect
3 275 (18.32%) Data Architect
4 237 (15.79%) Senior
5 218 (14.52%) Lead
6 197 (13.12%) Developer
7 167 (11.13%) Software Engineer
8 144 (9.59%) Analyst
9 106 (7.06%) Data Manager
10 104 (6.93%) Lead Software Engineer
11 80 (5.33%) Engineering Manager
12 65 (4.33%) Senior Developer
13 63 (4.20%) Java Engineer
14 62 (4.13%) Java Software Engineer
15 55 (3.66%) Solutions Architect
16 54 (3.60%) Business Intelligence Developer
16 54 (3.60%) Data Analyst
17 49 (3.26%) Senior Architect
18 48 (3.20%) Senior Data Engineer
19 45 (3.00%) Software Engineering Director
Libraries, Frameworks & Software Standards
1 121 (8.06%) JSON
2 93 (6.20%) Spring
2 93 (6.20%) Spring Boot
3 92 (6.13%) Web Services
4 88 (5.86%) RESTful
4 88 (5.86%) XML
5 68 (4.53%) LDAP
5 68 (4.53%) OpenID
6 65 (4.33%) JSON-LD
6 65 (4.33%) SAML
7 64 (4.26%) REST
8 58 (3.86%) Kafka
9 53 (3.53%) HTML
10 47 (3.13%) CSS
11 36 (2.40%) React
12 35 (2.33%) .NET
12 35 (2.33%) PySpark
13 26 (1.73%) Lightning Web Components
14 21 (1.40%) JPA
14 21 (1.40%) OpenTelemetry
Miscellaneous
1 225 (14.99%) Management Information System
2 148 (9.86%) Product Ownership
2 148 (9.86%) Self-Motivation
3 138 (9.19%) Cloud Native
4 130 (8.66%) Data Structures
5 127 (8.46%) Algorithms
6 84 (5.60%) Public Cloud
7 82 (5.46%) Reference Data
8 69 (4.60%) Enterprise Cloud
9 48 (3.20%) Taxonomies
10 41 (2.73%) Legacy Code
11 40 (2.66%) Reinsurance
12 29 (1.93%) Replication
13 21 (1.40%) Foreign Exchange (FX)
13 21 (1.40%) Onboarding
14 20 (1.33%) NHS
15 16 (1.07%) Legacy Systems
16 15 (1.00%) Client/Server
17 14 (0.93%) Enterprise Software
17 14 (0.93%) Freedom of Information
Operating Systems
1 17 (1.13%) Linux
2 9 (0.60%) Apple iOS
3 5 (0.33%) Android
4 3 (0.20%) Unix
4 3 (0.20%) Windows
5 1 (0.067%) Windows Server
Processes & Methodologies
1 573 (38.17%) Agile
1 573 (38.17%) ETL
2 551 (36.71%) Analytics
3 519 (34.58%) Problem-Solving
4 437 (29.11%) Business Intelligence
5 427 (28.45%) Data Engineering
6 371 (24.72%) CI/CD
7 343 (22.85%) Data Architecture
8 307 (20.45%) DevOps
9 279 (18.59%) Data Governance
10 276 (18.39%) Software Engineering
11 272 (18.12%) Data Pipeline
12 271 (18.05%) Data Science
13 252 (16.79%) Visualisation
14 248 (16.52%) Data Integration
15 243 (16.19%) Data Analysis
15 243 (16.19%) Mentoring
16 237 (15.79%) Machine Learning
17 201 (13.39%) Data Analytics
18 198 (13.19%) SDLC
Programming Languages
1 606 (40.37%) SQL
2 331 (22.05%) Python
3 150 (9.99%) Java
4 86 (5.73%) T-SQL
5 74 (4.93%) JavaScript
6 71 (4.73%) Go
7 69 (4.60%) SPARQL
8 65 (4.33%) Prolog
9 61 (4.06%) Data Analysis Expressions
10 46 (3.06%) Scala
11 40 (2.66%) C#
11 40 (2.66%) R
12 28 (1.87%) Apex Code
12 28 (1.87%) PL/SQL
13 23 (1.53%) PHP
14 21 (1.40%) Groovy
15 16 (1.07%) MATLAB
16 15 (1.00%) PowerShell
17 10 (0.67%) C
18 6 (0.40%) TypeScript
Qualifications
1 250 (16.66%) Degree
2 111 (7.40%) Computer Science Degree
3 57 (3.80%) Security Cleared
4 44 (2.93%) Master's Degree
5 26 (1.73%) DV Cleared
6 16 (1.07%) MBA
7 15 (1.00%) Microsoft Certification
8 14 (0.93%) SC Cleared
9 12 (0.80%) DBS Check
10 11 (0.73%) Azure Certification
11 10 (0.67%) PhD
12 9 (0.60%) IIBA
13 6 (0.40%) BPSS Clearance
14 5 (0.33%) CCIE
14 5 (0.33%) Cisco Certification
14 5 (0.33%) HNC
14 5 (0.33%) JNCIE
15 4 (0.27%) CBAP
15 4 (0.27%) PMI Certification
16 2 (0.13%) ITIL Certification
Quality Assurance & Compliance
1 385 (25.65%) Data Quality
2 150 (9.99%) GDPR
3 109 (7.26%) QA
4 33 (2.20%) Accessibility
5 18 (1.20%) PMO
5 18 (1.20%) SLA
6 10 (0.67%) California Consumer Privacy Act
7 7 (0.47%) Actionable Recommendations
8 3 (0.20%) WCAG
9 2 (0.13%) ISO/IEC 27001
10 1 (0.067%) Cyber Essentials
10 1 (0.067%) HIPAA
10 1 (0.067%) HMG Security Policy Framework
10 1 (0.067%) NCSC
10 1 (0.067%) NIST
System Software
1 78 (5.20%) Active Directory
2 15 (1.00%) Docker
3 4 (0.27%) HDFS
3 4 (0.27%) Virtual Machines
Systems Management
1 43 (2.86%) Terraform
2 38 (2.53%) Kubernetes
3 22 (1.47%) Grafana
4 21 (1.40%) HAProxy
4 21 (1.40%) ITRS Geneos
4 21 (1.40%) Kibana
4 21 (1.40%) Prometheus
4 21 (1.40%) Zipkin
5 8 (0.53%) Ansible
6 3 (0.20%) Oracle Enterprise Manager
7 2 (0.13%) Single Sign-On
Vendors
1 231 (15.39%) Microsoft
2 203 (13.52%) Google
3 190 (12.66%) Databricks
4 108 (7.20%) Oracle
5 75 (5.00%) Informatica
6 44 (2.93%) Salesforce
7 35 (2.33%) SAP
8 26 (1.73%) Alteryx
9 23 (1.53%) Cognos
10 21 (1.40%) Dynatrace
10 21 (1.40%) Splunk
11 18 (1.20%) Atlassian
12 16 (1.07%) Sybase
13 13 (0.87%) Adobe
14 10 (0.67%) IBM
14 10 (0.67%) Sparx
14 10 (0.67%) Talend
15 9 (0.60%) Teradata
16 7 (0.47%) Facebook
17 6 (0.40%) Cloudera