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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 137 156 144
Rank change year-on-year +19 -12 +24
Permanent jobs citing Data Modelling 1,484 1,344 1,820
As % of all permanent jobs advertised in the UK excluding London 2.07% 2.28% 2.54%
As % of the Processes & Methodologies category 2.48% 2.38% 2.69%
Number of salaries quoted 804 796 1,064
10th Percentile £35,000 £38,750 £37,205
25th Percentile £45,000 £45,759 £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 £67,500
90th Percentile £90,000 £85,000 £80,000
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 59,837 56,365 67,584
As % of all permanent jobs advertised in the UK excluding London 83.55% 95.59% 94.14%
Number of salaries quoted 41,306 29,082 41,028
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 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 18 May 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 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
North of England +42 412 £61,206 +2.01% 92
Scotland +38 274 £65,000 - 16
Midlands +31 268 £55,000 +10.00% 70
South East 0 263 £65,000 +8.33% 87
North West +87 246 £67,500 +28.57% 54
West Midlands +30 200 £57,500 +15.00% 56
South West -36 147 £55,000 -8.33% 33
Yorkshire -1 106 £47,500 -26.92% 24
East of England -48 74 £47,143 -18.01% 16
East Midlands +16 68 £45,000 -5.26% 14
North East +10 60 £63,874 -1.73% 14
Wales +6 47 £55,000 +22.22% 14
Northern Ireland +14 3 £50,000 -14.89% 8
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 96 (6.47%) Apache Spark
2 43 (2.90%) Apache
3 32 (2.16%) SharePoint
4 23 (1.55%) SAS
5 21 (1.42%) GemFire
6 17 (1.15%) Apache Airflow
7 11 (0.74%) Confluence
8 3 (0.20%) CMS
8 3 (0.20%) Tomcat
8 3 (0.20%) WildFly
9 1 (0.067%) Apache Synapse
9 1 (0.067%) JBoss
Applications
1 66 (4.45%) Microsoft Excel
2 22 (1.48%) Microsoft Office
3 21 (1.42%) MS Visio
4 18 (1.21%) Microsoft PowerPoint
5 15 (1.01%) Trello
6 10 (0.67%) Spreadsheet
7 1 (0.067%) Chatbot
7 1 (0.067%) SPSS
7 1 (0.067%) Windchill
Business Applications
1 28 (1.89%) Dynamics CRM
2 10 (0.67%) Sparx Enterprise Architect
3 6 (0.40%) NetSuite
4 5 (0.34%) Odoo
4 5 (0.34%) 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%) Temenos T24
6 1 (0.067%) Unica
Cloud Services
1 571 (38.48%) Azure
2 441 (29.72%) AWS
3 299 (20.15%) Power Platform
4 238 (16.04%) GCP
5 154 (10.38%) Azure DevOps
6 96 (6.47%) Snowflake
7 78 (5.26%) Azure Data Factory
8 70 (4.72%) Dynamics 365
9 59 (3.98%) Power Automate
10 53 (3.57%) Matillion
11 52 (3.50%) Amazon S3
12 48 (3.23%) PowerApps
13 41 (2.76%) Azure Synapse Analytics
14 40 (2.70%) SaaS
15 39 (2.63%) Serverless
16 37 (2.49%) Amazon Kinesis
17 32 (2.16%) Azure Cosmos DB
18 24 (1.62%) Amazon EC2
19 23 (1.55%) dbt
20 18 (1.21%) GitHub
Communications & Networking
1 68 (4.58%) Kerberos
2 20 (1.35%) DSL
3 13 (0.88%) HTTP
4 8 (0.54%) Firewall
4 8 (0.54%) TCP/IP
5 7 (0.47%) Wireless
6 6 (0.40%) VLAN
6 6 (0.40%) VPN
7 5 (0.34%) BGP
7 5 (0.34%) Intrusion Detection
7 5 (0.34%) IPsec
7 5 (0.34%) LAN
7 5 (0.34%) Network Security
7 5 (0.34%) NGFW
7 5 (0.34%) OSPF
7 5 (0.34%) SSL
7 5 (0.34%) WAN
8 4 (0.27%) Internet
8 4 (0.27%) SMS
8 4 (0.27%) WPA
Database & Business Intelligence
1 493 (33.22%) Data Warehouse
2 291 (19.61%) Power BI
3 209 (14.08%) BigQuery
4 208 (14.02%) SQL Server
5 205 (13.81%) Looker
6 170 (11.46%) Metadata
7 151 (10.18%) Data Lake
8 120 (8.09%) Big Data
9 110 (7.41%) Relational Database
10 107 (7.21%) Tableau
11 78 (5.26%) SQL Server Integration Services
12 73 (4.92%) NoSQL
13 63 (4.25%) Data Vault
14 60 (4.04%) Hadoop
15 55 (3.71%) Amazon Redshift
16 50 (3.37%) MySQL
17 48 (3.23%) Star Schema
18 43 (2.90%) SQL Server Analysis Services
19 38 (2.56%) SQL Server Reporting Services
20 36 (2.43%) RDBMS
Development Applications
1 155 (10.44%) Git
2 82 (5.53%) Jenkins
3 78 (5.26%) JIRA
4 71 (4.78%) Bitbucket
5 65 (4.38%) Artifactory
6 47 (3.17%) GitLab
7 28 (1.89%) Postman
8 21 (1.42%) Jaeger
9 12 (0.81%) Visual Studio
10 8 (0.54%) ERwin
11 7 (0.47%) Oracle Forms
12 5 (0.34%) SoapUI
13 2 (0.13%) Balsamiq
13 2 (0.13%) ER Studio
13 2 (0.13%) Selenium
13 2 (0.13%) SQL Server Management Studio (SSMS)
13 2 (0.13%) Team Foundation Server
13 2 (0.13%) TeamCity
13 2 (0.13%) Visual Studio Team System
13 2 (0.13%) Vite
General
1 396 (26.68%) Finance
2 381 (25.67%) Analytical Skills
3 335 (22.57%) Social Skills
4 256 (17.25%) Inclusion and Diversity
5 242 (16.31%) Law
6 161 (10.85%) Marketing
7 107 (7.21%) Legal
8 83 (5.59%) Billing
9 73 (4.92%) Banking
10 61 (4.11%) Presentation Skills
11 49 (3.30%) Public Sector
12 39 (2.63%) Investment Banking
13 38 (2.56%) Retail
14 37 (2.49%) Organisational Skills
15 36 (2.43%) Manufacturing
16 26 (1.75%) Games
17 22 (1.48%) Financial Institution
18 14 (0.94%) Influencing Skills
19 13 (0.88%) Publishing
20 11 (0.74%) Pharmaceutical
Job Titles
1 365 (24.60%) Data Engineer
2 307 (20.69%) Architect
3 258 (17.39%) Data Architect
4 233 (15.70%) Senior
5 211 (14.22%) Lead
6 190 (12.80%) Developer
7 171 (11.52%) Software Engineer
8 143 (9.64%) Analyst
9 107 (7.21%) Data Manager
10 106 (7.14%) Lead Software Engineer
11 81 (5.46%) Engineering Manager
12 65 (4.38%) Java Engineer
13 64 (4.31%) Java Software Engineer
14 60 (4.04%) Senior Developer
15 55 (3.71%) Solutions Architect
16 54 (3.64%) Business Intelligence Developer
17 49 (3.30%) Data Analyst
17 49 (3.30%) Senior Architect
17 49 (3.30%) Software Engineering Director
18 48 (3.23%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 122 (8.22%) JSON
2 95 (6.40%) Spring
2 95 (6.40%) Spring Boot
3 92 (6.20%) Web Services
4 89 (6.00%) XML
5 88 (5.93%) RESTful
6 68 (4.58%) LDAP
6 68 (4.58%) OpenID
7 65 (4.38%) JSON-LD
7 65 (4.38%) SAML
8 63 (4.25%) REST
9 61 (4.11%) Kafka
10 55 (3.71%) HTML
11 49 (3.30%) CSS
12 37 (2.49%) React
13 34 (2.29%) .NET
13 34 (2.29%) PySpark
14 26 (1.75%) Lightning Web Components
15 21 (1.42%) Apache NiFi
15 21 (1.42%) OpenTelemetry
Miscellaneous
1 223 (15.03%) Management Information System
2 157 (10.58%) Product Ownership
3 149 (10.04%) Self-Motivation
4 144 (9.70%) Cloud Native
5 125 (8.42%) Algorithms
6 124 (8.36%) Data Structures
7 89 (6.00%) Public Cloud
8 81 (5.46%) Reference Data
9 69 (4.65%) Enterprise Cloud
10 53 (3.57%) Taxonomies
11 43 (2.90%) Legacy Code
12 39 (2.63%) Reinsurance
13 29 (1.95%) Replication
14 21 (1.42%) Foreign Exchange (FX)
14 21 (1.42%) Onboarding
15 19 (1.28%) NHS
16 15 (1.01%) Client/Server
16 15 (1.01%) Legacy Systems
17 14 (0.94%) Enterprise Software
17 14 (0.94%) Freedom of Information
Operating Systems
1 17 (1.15%) Linux
2 9 (0.61%) Apple iOS
3 5 (0.34%) Android
4 3 (0.20%) Unix
4 3 (0.20%) Windows
5 1 (0.067%) Windows Server
Processes & Methodologies
1 581 (39.15%) ETL
2 576 (38.81%) Agile
3 527 (35.51%) Analytics
4 501 (33.76%) Problem-Solving
5 435 (29.31%) Data Engineering
6 410 (27.63%) Business Intelligence
7 377 (25.40%) CI/CD
8 324 (21.83%) Data Architecture
9 294 (19.81%) DevOps
10 285 (19.20%) Data Pipeline
11 281 (18.94%) Software Engineering
12 273 (18.40%) Data Governance
13 252 (16.98%) Visualisation
14 249 (16.78%) Data Science
15 246 (16.58%) Data Integration
16 241 (16.24%) Mentoring
17 240 (16.17%) Machine Learning
18 220 (14.82%) Data Analysis
19 200 (13.48%) SDLC
20 194 (13.07%) Platform Engineering
Programming Languages
1 607 (40.90%) SQL
2 335 (22.57%) Python
3 155 (10.44%) Java
4 84 (5.66%) T-SQL
5 73 (4.92%) JavaScript
6 71 (4.78%) Go
7 69 (4.65%) SPARQL
8 65 (4.38%) Prolog
9 62 (4.18%) Data Analysis Expressions
10 48 (3.23%) Scala
11 41 (2.76%) C#
12 38 (2.56%) R
13 29 (1.95%) PL/SQL
14 28 (1.89%) Apex Code
15 23 (1.55%) PHP
16 21 (1.42%) Groovy
17 16 (1.08%) PowerShell
18 15 (1.01%) MATLAB
19 10 (0.67%) C
20 5 (0.34%) Bash
Qualifications
1 249 (16.78%) Degree
2 108 (7.28%) Computer Science Degree
3 60 (4.04%) Security Cleared
4 44 (2.96%) Master's Degree
5 26 (1.75%) DV Cleared
6 16 (1.08%) MBA
7 15 (1.01%) Microsoft Certification
8 14 (0.94%) SC Cleared
9 13 (0.88%) Azure Certification
10 12 (0.81%) DBS Check
11 11 (0.74%) PhD
12 9 (0.61%) IIBA
13 6 (0.40%) BPSS Clearance
14 5 (0.34%) CCIE
14 5 (0.34%) Cisco Certification
14 5 (0.34%) HNC
14 5 (0.34%) JNCIE
15 4 (0.27%) CBAP
15 4 (0.27%) PMI Certification
16 2 (0.13%) HND
Quality Assurance & Compliance
1 376 (25.34%) Data Quality
2 150 (10.11%) GDPR
3 114 (7.68%) QA
4 33 (2.22%) Accessibility
5 20 (1.35%) PMO
5 20 (1.35%) SLA
6 10 (0.67%) California Consumer Privacy Act
7 8 (0.54%) 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 77 (5.19%) Active Directory
2 16 (1.08%) Docker
3 4 (0.27%) HDFS
3 4 (0.27%) Virtual Machines
Systems Management
1 43 (2.90%) Terraform
2 42 (2.83%) Kubernetes
3 22 (1.48%) Grafana
4 21 (1.42%) HAProxy
4 21 (1.42%) ITRS Geneos
4 21 (1.42%) Kibana
4 21 (1.42%) Prometheus
4 21 (1.42%) Zipkin
5 8 (0.54%) Ansible
6 3 (0.20%) Oracle Enterprise Manager
7 2 (0.13%) Single Sign-On
Vendors
1 229 (15.43%) Microsoft
2 205 (13.81%) Google
3 196 (13.21%) Databricks
4 110 (7.41%) Oracle
5 72 (4.85%) Informatica
6 44 (2.96%) Salesforce
7 35 (2.36%) SAP
8 28 (1.89%) Alteryx
9 25 (1.68%) Cognos
10 21 (1.42%) Dynatrace
10 21 (1.42%) Splunk
11 20 (1.35%) Atlassian
12 18 (1.21%) Sybase
13 13 (0.88%) Adobe
14 10 (0.67%) IBM
14 10 (0.67%) Sparx
14 10 (0.67%) Talend
15 9 (0.61%) Teradata
16 7 (0.47%) Facebook
17 6 (0.40%) Coremetrics