Data Modelling Jobs in the UK excluding London

Data Modelling
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 156 163 160
Rank change year-on-year +7 -3 +14
Permanent jobs citing Data Modelling 1,119 1,030 1,795
As % of all permanent jobs advertised in the UK excluding London 1.71% 2.14% 2.29%
As % of the Processes & Methodologies category 2.15% 2.24% 2.40%
Number of salaries quoted 631 729 1,065
10th Percentile £36,250 £38,750 £37,075
25th Percentile £45,893 £46,250 £43,750
Median annual salary (50th Percentile) £62,500 £57,500 £57,301
Median % change year-on-year +8.70% +0.35% +9.14%
75th Percentile £80,000 £72,500 £72,500
90th Percentile £95,000 £82,510 £83,750
UK median annual salary £70,000 £67,500 £67,500
% change year-on-year +3.70% - +12.50%

All Process and Methodology Skills
UK excluding London

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 51,975 45,995 74,754
As % of all permanent jobs advertised in the UK excluding London 79.63% 95.53% 95.46%
Number of salaries quoted 33,355 26,900 43,045
10th Percentile £28,371 £30,500 £30,076
25th Percentile £37,500 £40,000 £39,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +6.06%
75th Percentile £65,000 £69,500 £67,500
90th Percentile £80,000 £82,050 £81,250
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +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 26 July 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 26 July 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 +8 309 £67,500 +17.39% 45
South East 0 229 £70,000 +27.27% 30
North West +80 198 £75,000 +36.36% 24
Scotland +27 178 £65,000 +4.00% 7
Midlands -5 178 £57,500 +7.48% 23
South West -10 126 £67,500 +12.04% 27
West Midlands -10 123 £57,500 +0.44% 13
Yorkshire -28 87 £50,000 -20.00% 11
East Midlands 0 55 £55,000 +15.79% 10
East of England -10 55 £47,143 -21.43% 10
Wales +44 37 £57,500 +0.65% 3
North East -16 24 £71,500 +10.00% 10
Northern Ireland +18 5 £50,000 -23.08% 7
Isle of Man - 3 £82,500 - 1
Channel Islands - 1 - - 1
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 44 (3.93%) Apache Spark
2 22 (1.97%) SAS
3 21 (1.88%) GemFire
4 16 (1.43%) SharePoint
5 12 (1.07%) Apache
6 11 (0.98%) Confluence
7 6 (0.54%) Apache Airflow
8 4 (0.36%) CMS
9 2 (0.18%) Adobe Experience Manager
Applications
1 60 (5.36%) Microsoft Excel
2 23 (2.06%) Microsoft Office
3 20 (1.79%) Microsoft PowerPoint
4 14 (1.25%) Trello
5 11 (0.98%) Chatbot
6 8 (0.71%) MS Visio
7 7 (0.63%) Spreadsheet
Business Applications
1 20 (1.79%) Dynamics CRM
2 10 (0.89%) Sparx Enterprise Architect
3 6 (0.54%) NetSuite
4 5 (0.45%) Odoo
4 5 (0.45%) SAP S/4HANA
5 3 (0.27%) SAP ERP
6 1 (0.089%) Adobe Campaign
6 1 (0.089%) FastStats
6 1 (0.089%) Oracle EBS
6 1 (0.089%) SAP MDG
6 1 (0.089%) SAP MDG-BP
6 1 (0.089%) SAP MDG-F
6 1 (0.089%) Unica
Cloud Services
1 490 (43.79%) Azure
2 343 (30.65%) AWS
3 294 (26.27%) Power Platform
4 187 (16.71%) GCP
5 136 (12.15%) Azure DevOps
6 79 (7.06%) Azure Data Factory
7 60 (5.36%) Dynamics 365
8 50 (4.47%) Azure Synapse Analytics
9 44 (3.93%) PowerApps
10 38 (3.40%) Amazon S3
11 31 (2.77%) Power Automate
11 31 (2.77%) Snowflake
12 25 (2.23%) SaaS
13 24 (2.14%) Amazon Kinesis
14 23 (2.06%) Microsoft 365
15 22 (1.97%) Amazon EC2
16 21 (1.88%) Azure Logic Apps
17 20 (1.79%) Serverless
18 12 (1.07%) Azure Stack
18 12 (1.07%) dbt
Communications & Networking
1 47 (4.20%) Kerberos
2 10 (0.89%) HTTP
3 7 (0.63%) Firewall
4 5 (0.45%) TCP/IP
4 5 (0.45%) VLAN
4 5 (0.45%) VPN
5 4 (0.36%) BGP
5 4 (0.36%) Intrusion Detection
5 4 (0.36%) IPsec
5 4 (0.36%) LAN
5 4 (0.36%) Network Security
5 4 (0.36%) NGFW
5 4 (0.36%) OSPF
5 4 (0.36%) SSL
5 4 (0.36%) WAN
5 4 (0.36%) Wireless
6 3 (0.27%) WebEx
7 2 (0.18%) DNS
7 2 (0.18%) DSL
8 1 (0.089%) 3GPP
Database & Business Intelligence
1 427 (38.16%) Data Warehouse
2 280 (25.02%) Power BI
3 156 (13.94%) BigQuery
4 146 (13.05%) Looker
5 132 (11.80%) SQL Server
6 119 (10.63%) Metadata
7 108 (9.65%) Tableau
8 93 (8.31%) Data Lake
8 93 (8.31%) SQL Server Integration Services
9 72 (6.43%) Big Data
10 64 (5.72%) Relational Database
11 61 (5.45%) Data Vault
12 46 (4.11%) NoSQL
13 40 (3.57%) SQL Server Reporting Services
14 39 (3.49%) SQL Server Analysis Services
15 38 (3.40%) MySQL
16 37 (3.31%) Amazon Redshift
17 33 (2.95%) Power Query
18 31 (2.77%) Hadoop
18 31 (2.77%) RDBMS
Development Applications
1 130 (11.62%) Git
2 61 (5.45%) JIRA
3 55 (4.92%) Jenkins
4 50 (4.47%) Bitbucket
5 44 (3.93%) Artifactory
6 27 (2.41%) Postman
7 21 (1.88%) Jaeger
8 17 (1.52%) Subversion
9 14 (1.25%) GitLab
10 7 (0.63%) Visual Studio
11 6 (0.54%) ERwin
12 4 (0.36%) SoapUI
13 3 (0.27%) Team Foundation Server
14 2 (0.18%) Balsamiq
14 2 (0.18%) ER Studio
14 2 (0.18%) Vite
15 1 (0.089%) GoCD
15 1 (0.089%) Selenium
15 1 (0.089%) SQL Server Management Studio (SSMS)
15 1 (0.089%) WebDriver
General
1 289 (25.83%) Analytical Skills
2 279 (24.93%) Social Skills
3 266 (23.77%) Finance
4 122 (10.90%) Law
5 114 (10.19%) Inclusion and Diversity
6 79 (7.06%) Billing
7 66 (5.90%) Marketing
8 65 (5.81%) Legal
9 49 (4.38%) Presentation Skills
10 41 (3.66%) Public Sector
11 37 (3.31%) Banking
12 25 (2.23%) Retail
13 21 (1.88%) Investment Banking
14 18 (1.61%) Organisational Skills
14 18 (1.61%) Pharmaceutical
15 13 (1.16%) Local Government
16 11 (0.98%) Games
16 11 (0.98%) Telecoms
17 10 (0.89%) Manufacturing
18 8 (0.71%) Publishing
Job Titles
1 239 (21.36%) Architect
2 233 (20.82%) Data Engineer
3 195 (17.43%) Data Architect
4 193 (17.25%) Senior
5 182 (16.26%) Lead
6 149 (13.32%) Developer
7 118 (10.55%) Analyst
8 102 (9.12%) Software Engineer
9 92 (8.22%) Data Manager
10 80 (7.15%) Engineering Manager
11 65 (5.81%) Lead Software Engineer
12 52 (4.65%) Data Analyst
13 48 (4.29%) Senior Data Engineer
14 43 (3.84%) Java Engineer
15 42 (3.75%) Java Software Engineer
16 41 (3.66%) Solutions Architect
17 39 (3.49%) Senior Developer
18 35 (3.13%) Business Intelligence Developer
18 35 (3.13%) Principal Architect
19 33 (2.95%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 89 (7.95%) JSON
2 63 (5.63%) Spring
2 63 (5.63%) Spring Boot
3 62 (5.54%) Web Services
4 61 (5.45%) RESTful
5 58 (5.18%) XML
6 54 (4.83%) REST
7 47 (4.20%) LDAP
7 47 (4.20%) OpenID
8 44 (3.93%) JSON-LD
8 44 (3.93%) SAML
9 42 (3.75%) Kafka
10 30 (2.68%) HTML
11 27 (2.41%) CSS
12 26 (2.32%) PySpark
13 21 (1.88%) JPA
13 21 (1.88%) OpenTelemetry
14 20 (1.79%) Lightning Web Components
15 18 (1.61%) .NET
16 13 (1.16%) AngularJS
Miscellaneous
1 161 (14.39%) Management Information System
2 99 (8.85%) Product Ownership
3 88 (7.86%) Data Structures
4 79 (7.06%) Algorithms
5 77 (6.88%) Self-Motivation
6 73 (6.52%) Cloud Native
7 61 (5.45%) Reference Data
8 48 (4.29%) Enterprise Cloud
9 35 (3.13%) Replication
10 23 (2.06%) Foreign Exchange (FX)
11 22 (1.97%) Reinsurance
12 21 (1.88%) Legacy Code
12 21 (1.88%) Public Cloud
13 17 (1.52%) Onboarding
14 14 (1.25%) Legacy Systems
15 11 (0.98%) Blog
16 10 (0.89%) Data Protection Act
16 10 (0.89%) Distributed Systems
16 10 (0.89%) Taxonomies
17 9 (0.80%) Renewable Energy
Operating Systems
1 19 (1.70%) Linux
2 8 (0.71%) Apple iOS
3 4 (0.36%) Android
3 4 (0.36%) Unix
4 3 (0.27%) Windows
5 1 (0.089%) Windows Server
Processes & Methodologies
1 451 (40.30%) Agile
2 445 (39.77%) ETL
3 368 (32.89%) Problem-Solving
4 346 (30.92%) Business Intelligence
5 344 (30.74%) Analytics
6 307 (27.44%) Data Engineering
7 284 (25.38%) Data Architecture
8 266 (23.77%) DevOps
9 253 (22.61%) CI/CD
10 236 (21.09%) Data Governance
11 195 (17.43%) Visualisation
12 184 (16.44%) Data Integration
13 183 (16.35%) Data Management
14 167 (14.92%) Data Analysis
15 162 (14.48%) Software Engineering
16 161 (14.39%) Platform Engineering
17 159 (14.21%) Roadmaps
18 157 (14.03%) Scrum
19 150 (13.40%) Data Pipeline
20 147 (13.14%) Mentoring
Programming Languages
1 447 (39.95%) SQL
2 210 (18.77%) Python
3 100 (8.94%) Java
4 68 (6.08%) T-SQL
5 51 (4.56%) JavaScript
6 48 (4.29%) SPARQL
7 47 (4.20%) Go
8 44 (3.93%) Prolog
9 43 (3.84%) Data Analysis Expressions
10 42 (3.75%) R
11 27 (2.41%) C#
12 23 (2.06%) PHP
13 22 (1.97%) Apex Code
13 22 (1.97%) Scala
14 21 (1.88%) Groovy
15 17 (1.52%) PL/SQL
16 16 (1.43%) Julia
17 15 (1.34%) PowerShell
18 9 (0.80%) MATLAB
19 6 (0.54%) Shell Script
Qualifications
1 186 (16.62%) Degree
2 113 (10.10%) Computer Science Degree
3 48 (4.29%) Security Cleared
4 45 (4.02%) Master's Degree
5 20 (1.79%) Microsoft Certification
6 18 (1.61%) DV Cleared
7 13 (1.16%) MBA
8 12 (1.07%) DBS Check
9 10 (0.89%) IIBA
9 10 (0.89%) SC Cleared
10 9 (0.80%) AWS Certification
10 9 (0.80%) PhD
11 6 (0.54%) BPSS Clearance
12 5 (0.45%) Azure Certification
12 5 (0.45%) CBAP
12 5 (0.45%) PMI Certification
13 4 (0.36%) CCIE
13 4 (0.36%) Cisco Certification
13 4 (0.36%) JNCIE
13 4 (0.36%) Numerate Degree
Quality Assurance & Compliance
1 284 (25.38%) Data Quality
2 107 (9.56%) QA
3 102 (9.12%) GDPR
4 22 (1.97%) Accessibility
5 10 (0.89%) California Consumer Privacy Act
6 1 (0.089%) Actionable Recommendations
6 1 (0.089%) HIPAA
6 1 (0.089%) NCSC
6 1 (0.089%) NIST
6 1 (0.089%) SLA
System Software
1 57 (5.09%) Active Directory
2 18 (1.61%) Docker
3 4 (0.36%) HDFS
Systems Management
1 43 (3.84%) Terraform
2 22 (1.97%) Grafana
2 22 (1.97%) Kubernetes
3 21 (1.88%) HAProxy
3 21 (1.88%) ITRS Geneos
3 21 (1.88%) Kibana
3 21 (1.88%) Prometheus
3 21 (1.88%) Zipkin
4 7 (0.63%) Ansible
5 3 (0.27%) Oracle Enterprise Manager
Vendors
1 200 (17.87%) Microsoft
2 168 (15.01%) Google
3 113 (10.10%) Databricks
4 64 (5.72%) Oracle
5 63 (5.63%) Informatica
6 40 (3.57%) Salesforce
7 23 (2.06%) SAP
8 21 (1.88%) Dynatrace
8 21 (1.88%) Splunk
9 16 (1.43%) MuleSoft
10 11 (0.98%) Adobe
11 10 (0.89%) Sparx
12 9 (0.80%) Talend
13 8 (0.71%) TIBCO
14 7 (0.63%) Alteryx
15 6 (0.54%) Cloudera
15 6 (0.54%) Facebook
15 6 (0.54%) Jitterbit
15 6 (0.54%) ServiceNow
16 5 (0.45%) Cognos