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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 137 146 147
Rank change year-on-year +9 +1 +19
Permanent jobs citing Data Modelling 1,497 1,457 1,805
As % of all permanent jobs advertised in the UK excluding London 2.14% 2.37% 2.55%
As % of the Processes & Methodologies category 2.53% 2.48% 2.71%
Number of salaries quoted 815 837 1,082
10th Percentile £35,000 £39,326 £37,500
25th Percentile £45,000 £45,759 £43,750
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 £73,875 £66,875
90th Percentile £90,000 £85,000 £77,500
UK median annual salary £65,000 £67,003 £65,000
% change year-on-year -2.99% +3.08% +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 59,192 58,753 66,528
As % of all permanent jobs advertised in the UK excluding London 84.44% 95.62% 94.07%
Number of salaries quoted 41,002 30,145 41,524
10th Percentile £27,250 £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 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 28 April 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 28 April 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 +39 420 £61,206 -2.07% 83
South East -6 283 £65,000 +8.33% 46
Scotland +38 275 £65,000 - 13
Midlands +11 252 £54,650 +9.30% 50
North West +90 248 £65,000 +23.81% 53
West Midlands +30 188 £55,000 +9.45% 34
South West -38 146 £55,000 -8.71% 22
Yorkshire +4 111 £50,000 -23.08% 23
East of England -47 77 £47,143 -18.01% 24
East Midlands +5 64 £47,500 - 15
North East +15 61 £63,874 -3.22% 7
Wales +3 43 £55,000 +22.22% 18
Northern Ireland +18 3 £50,000 -9.09% 3
Isle of Man - 2 £82,500 - 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 94 (6.28%) Apache Spark
2 44 (2.94%) Apache
3 32 (2.14%) SharePoint
4 24 (1.60%) SAS
5 21 (1.40%) GemFire
6 18 (1.20%) Apache Airflow
7 10 (0.67%) Confluence
8 3 (0.20%) Tomcat
8 3 (0.20%) WildFly
9 2 (0.13%) JBoss
10 1 (0.067%) Apache Synapse
10 1 (0.067%) CMS
10 1 (0.067%) Jupyter
10 1 (0.067%) Red Hat Fuse
Applications
1 66 (4.41%) Microsoft Excel
2 21 (1.40%) Microsoft Office
2 21 (1.40%) MS Visio
3 18 (1.20%) Microsoft PowerPoint
4 15 (1.00%) Trello
5 10 (0.67%) Spreadsheet
6 1 (0.067%) Chatbot
6 1 (0.067%) SPSS
6 1 (0.067%) Windchill
Business Applications
1 28 (1.87%) Dynamics CRM
2 10 (0.67%) Sparx Enterprise Architect
3 6 (0.40%) NetSuite
4 5 (0.33%) Odoo
5 4 (0.27%) SAP S/4HANA
6 3 (0.20%) SAP ERP
7 2 (0.13%) Temenos T24
8 1 (0.067%) Adobe Campaign
8 1 (0.067%) FastStats
8 1 (0.067%) Oracle EBS
8 1 (0.067%) Unica
Cloud Services
1 577 (38.54%) Azure
2 450 (30.06%) AWS
3 298 (19.91%) Power Platform
4 245 (16.37%) GCP
5 149 (9.95%) Azure DevOps
6 100 (6.68%) Snowflake
7 74 (4.94%) Azure Data Factory
8 69 (4.61%) Dynamics 365
9 57 (3.81%) Amazon S3
9 57 (3.81%) Power Automate
10 55 (3.67%) Matillion
11 49 (3.27%) PowerApps
12 44 (2.94%) Serverless
13 41 (2.74%) SaaS
14 40 (2.67%) Azure Synapse Analytics
15 38 (2.54%) Amazon Kinesis
16 33 (2.20%) Azure Cosmos DB
17 24 (1.60%) Amazon EC2
18 23 (1.54%) dbt
19 17 (1.14%) AWS Lambda
Communications & Networking
1 68 (4.54%) Kerberos
2 18 (1.20%) DSL
3 12 (0.80%) 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%) SMS
8 4 (0.27%) WPA
Database & Business Intelligence
1 480 (32.06%) Data Warehouse
2 292 (19.51%) Power BI
3 212 (14.16%) BigQuery
4 204 (13.63%) Looker
4 204 (13.63%) SQL Server
5 170 (11.36%) Metadata
6 154 (10.29%) Data Lake
7 116 (7.75%) Big Data
8 113 (7.55%) Relational Database
9 106 (7.08%) Tableau
10 79 (5.28%) SQL Server Integration Services
11 76 (5.08%) NoSQL
12 65 (4.34%) Hadoop
13 64 (4.28%) Data Vault
14 61 (4.07%) Amazon Redshift
15 52 (3.47%) MySQL
16 49 (3.27%) Star Schema
17 47 (3.14%) SQL Server Analysis Services
18 40 (2.67%) Delta Lake
18 40 (2.67%) SQL Server Reporting Services
Development Applications
1 153 (10.22%) Git
2 83 (5.54%) Jenkins
3 73 (4.88%) JIRA
4 72 (4.81%) Bitbucket
5 65 (4.34%) Artifactory
6 48 (3.21%) GitLab
7 27 (1.80%) Postman
8 21 (1.40%) Jaeger
9 11 (0.73%) Visual Studio
10 9 (0.60%) ERwin
11 7 (0.47%) Oracle Forms
12 6 (0.40%) SoapUI
13 5 (0.33%) Visual Studio Team System
14 2 (0.13%) Balsamiq
14 2 (0.13%) ER Studio
14 2 (0.13%) Selenium
14 2 (0.13%) SQL Server Management Studio (SSMS)
14 2 (0.13%) TeamCity
14 2 (0.13%) Vite
15 1 (0.067%) SpecFlow
General
1 412 (27.52%) Finance
2 380 (25.38%) Analytical Skills
3 335 (22.38%) Social Skills
4 256 (17.10%) Inclusion and Diversity
5 246 (16.43%) Law
6 162 (10.82%) Marketing
7 110 (7.35%) Legal
8 83 (5.54%) Billing
9 77 (5.14%) Banking
10 66 (4.41%) Presentation Skills
11 47 (3.14%) Public Sector
12 39 (2.61%) Investment Banking
13 37 (2.47%) Retail
14 36 (2.40%) Organisational Skills
15 33 (2.20%) Manufacturing
16 28 (1.87%) Games
17 22 (1.47%) Financial Institution
18 19 (1.27%) Influencing Skills
19 13 (0.87%) Documentation Skills
19 13 (0.87%) Publishing
Job Titles
1 361 (24.11%) Data Engineer
2 322 (21.51%) Architect
3 268 (17.90%) Data Architect
4 230 (15.36%) Senior
5 210 (14.03%) Lead
6 185 (12.36%) Developer
7 174 (11.62%) Software Engineer
8 156 (10.42%) Analyst
9 106 (7.08%) Data Manager
9 106 (7.08%) Lead Software Engineer
10 81 (5.41%) Engineering Manager
11 65 (4.34%) Java Engineer
12 64 (4.28%) Java Software Engineer
13 61 (4.07%) Senior Developer
14 60 (4.01%) Solutions Architect
15 55 (3.67%) Data Analyst
16 53 (3.54%) Business Intelligence Developer
17 49 (3.27%) Software Engineering Director
18 48 (3.21%) Senior Architect
19 45 (3.01%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 124 (8.28%) JSON
2 96 (6.41%) Spring
3 95 (6.35%) Spring Boot
4 93 (6.21%) XML
5 91 (6.08%) Web Services
6 86 (5.74%) RESTful
7 68 (4.54%) LDAP
7 68 (4.54%) OpenID
8 65 (4.34%) JSON-LD
8 65 (4.34%) SAML
9 64 (4.28%) REST
10 62 (4.14%) Kafka
11 54 (3.61%) HTML
12 48 (3.21%) CSS
13 38 (2.54%) React
14 32 (2.14%) .NET
15 30 (2.00%) PySpark
16 26 (1.74%) Lightning Web Components
17 22 (1.47%) Apache NiFi
18 21 (1.40%) OpenTelemetry
Miscellaneous
1 218 (14.56%) Management Information System
2 162 (10.82%) Product Ownership
3 149 (9.95%) Self-Motivation
4 146 (9.75%) Cloud Native
5 124 (8.28%) Data Structures
6 122 (8.15%) Algorithms
7 93 (6.21%) Public Cloud
8 81 (5.41%) Reference Data
9 69 (4.61%) Enterprise Cloud
10 55 (3.67%) Taxonomies
11 43 (2.87%) Legacy Code
12 41 (2.74%) Reinsurance
13 28 (1.87%) Replication
14 21 (1.40%) Foreign Exchange (FX)
14 21 (1.40%) Onboarding
15 18 (1.20%) Enterprise Software
16 16 (1.07%) NHS
17 15 (1.00%) Client/Server
18 14 (0.94%) Freedom of Information
18 14 (0.94%) Legacy Systems
Operating Systems
1 13 (0.87%) 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%) Ubuntu
5 1 (0.067%) Windows Server
Processes & Methodologies
1 584 (39.01%) ETL
2 579 (38.68%) Agile
3 539 (36.01%) Analytics
4 496 (33.13%) Problem-Solving
5 425 (28.39%) Data Engineering
6 408 (27.25%) Business Intelligence
7 374 (24.98%) CI/CD
8 329 (21.98%) Data Architecture
9 291 (19.44%) Data Pipeline
10 290 (19.37%) DevOps
11 284 (18.97%) Software Engineering
12 268 (17.90%) Data Governance
13 253 (16.90%) Data Integration
14 252 (16.83%) Data Science
15 251 (16.77%) Visualisation
16 245 (16.37%) Machine Learning
16 245 (16.37%) Mentoring
17 228 (15.23%) Data Analysis
18 197 (13.16%) SDLC
19 194 (12.96%) Platform Engineering
Programming Languages
1 609 (40.68%) SQL
2 340 (22.71%) Python
3 161 (10.75%) Java
4 87 (5.81%) T-SQL
5 73 (4.88%) JavaScript
6 72 (4.81%) Go
7 69 (4.61%) SPARQL
8 65 (4.34%) Prolog
9 62 (4.14%) Data Analysis Expressions
10 51 (3.41%) Scala
11 41 (2.74%) C#
12 37 (2.47%) R
13 28 (1.87%) Apex Code
14 27 (1.80%) PL/SQL
15 23 (1.54%) PHP
16 21 (1.40%) Groovy
17 17 (1.14%) PowerShell
18 14 (0.94%) MATLAB
19 10 (0.67%) C
20 6 (0.40%) Bash
Qualifications
1 244 (16.30%) Degree
2 104 (6.95%) Computer Science Degree
3 63 (4.21%) Security Cleared
4 43 (2.87%) Master's Degree
5 26 (1.74%) DV Cleared
6 17 (1.14%) SC Cleared
7 16 (1.07%) MBA
8 14 (0.94%) Microsoft Certification
9 13 (0.87%) Azure Certification
10 11 (0.73%) PhD
11 9 (0.60%) IIBA
12 6 (0.40%) BPSS Clearance
12 6 (0.40%) DBS Check
12 6 (0.40%) HNC
13 5 (0.33%) CCIE
13 5 (0.33%) Cisco Certification
13 5 (0.33%) JNCIE
14 4 (0.27%) CBAP
14 4 (0.27%) PMI Certification
15 3 (0.20%) HND
Quality Assurance & Compliance
1 365 (24.38%) Data Quality
2 149 (9.95%) GDPR
3 118 (7.88%) QA
4 32 (2.14%) Accessibility
5 20 (1.34%) PMO
5 20 (1.34%) SLA
6 10 (0.67%) California Consumer Privacy Act
7 8 (0.53%) Actionable Recommendations
8 3 (0.20%) WCAG
9 2 (0.13%) ISO/IEC 27001
9 2 (0.13%) NCSC
10 1 (0.067%) Cyber Essentials
10 1 (0.067%) Government Security Classifications
10 1 (0.067%) HIPAA
10 1 (0.067%) HMG Security Policy Framework
10 1 (0.067%) NIST
System Software
1 77 (5.14%) Active Directory
2 18 (1.20%) Docker
3 4 (0.27%) HDFS
3 4 (0.27%) Virtual Machines
Systems Management
1 45 (3.01%) Kubernetes
2 37 (2.47%) Terraform
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
8 1 (0.067%) Rancher
8 1 (0.067%) ZABBIX
Vendors
1 224 (14.96%) Microsoft
2 212 (14.16%) Google
3 191 (12.76%) Databricks
4 106 (7.08%) Oracle
5 70 (4.68%) Informatica
6 44 (2.94%) Salesforce
7 36 (2.40%) SAP
8 28 (1.87%) Alteryx
9 25 (1.67%) Cognos
10 21 (1.40%) Dynatrace
10 21 (1.40%) Splunk
11 20 (1.34%) Atlassian
12 18 (1.20%) Sybase
13 13 (0.87%) Adobe
14 12 (0.80%) IBM
14 12 (0.80%) Talend
15 10 (0.67%) Sparx
16 9 (0.60%) Teradata
17 7 (0.47%) Facebook
18 6 (0.40%) Cloudera