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

6 months to
12 Apr 2024
Same period 2023 Same period 2022
Rank 136 155 134
Rank change year-on-year +19 -21 +36
Permanent jobs citing Data Modelling 1,480 1,466 1,845
As % of all permanent jobs advertised in the UK excluding London 2.17% 2.29% 2.63%
As % of the Processes & Methodologies category 2.56% 2.40% 2.79%
Number of salaries quoted 813 828 1,123
10th Percentile £35,000 £37,803 £37,500
25th Percentile £45,000 £45,334 £43,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +5.26%
75th Percentile £77,500 £73,875 £67,188
90th Percentile £90,000 £85,000 £79,750
UK median annual salary £67,500 £67,003 £65,000
% change year-on-year +0.74% +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 57,848 61,108 66,039
As % of all permanent jobs advertised in the UK excluding London 84.88% 95.63% 94.01%
Number of salaries quoted 40,683 31,042 41,862
10th Percentile £27,250 £30,500 £30,000
25th Percentile £36,250 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £54,255 £52,500
Median % change year-on-year -7.84% +3.34% +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 12 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 12 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 +43 408 £61,206 +0.34% 76
South East +10 287 £67,500 +12.50% 48
Scotland +37 269 £65,000 - 16
Midlands +30 255 £54,650 +9.30% 32
North West +78 234 £67,995 +29.51% 50
West Midlands +30 186 £55,000 +4.76% 20
South West -6 146 £55,000 - 23
Yorkshire +1 113 £50,000 -23.08% 22
East of England -49 74 £47,500 -17.39% 24
East Midlands +13 69 £50,000 +5.26% 12
North East +24 61 £62,477 -6.75% 4
Wales -3 41 £55,000 +22.22% 11
Northern Ireland +21 2 £50,000 -4.76% 2
Isle of Man - 2 £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 (6.22%) Apache Spark
2 45 (3.04%) Apache
3 32 (2.16%) SharePoint
4 25 (1.69%) SAS
5 21 (1.42%) GemFire
6 20 (1.35%) Apache Airflow
7 9 (0.61%) Confluence
8 3 (0.20%) Tomcat
8 3 (0.20%) WildFly
9 2 (0.14%) JBoss
10 1 (0.068%) Apache Synapse
10 1 (0.068%) CMS
10 1 (0.068%) Jupyter
10 1 (0.068%) Red Hat Fuse
Applications
1 65 (4.39%) Microsoft Excel
2 22 (1.49%) Microsoft Office
3 20 (1.35%) MS Visio
4 17 (1.15%) Microsoft PowerPoint
5 15 (1.01%) Trello
6 11 (0.74%) Spreadsheet
7 1 (0.068%) Chatbot
7 1 (0.068%) SPSS
7 1 (0.068%) Windchill
Business Applications
1 28 (1.89%) Dynamics CRM
2 10 (0.68%) Sparx Enterprise Architect
3 5 (0.34%) NetSuite
3 5 (0.34%) Odoo
4 4 (0.27%) SAP S/4HANA
5 3 (0.20%) SAP ERP
6 2 (0.14%) Temenos T24
7 1 (0.068%) Adobe Campaign
7 1 (0.068%) FastStats
7 1 (0.068%) Oracle EBS
7 1 (0.068%) Unica
Cloud Services
1 563 (38.04%) Azure
2 439 (29.66%) AWS
3 291 (19.66%) Power Platform
4 245 (16.55%) GCP
5 147 (9.93%) Azure DevOps
6 104 (7.03%) Snowflake
7 76 (5.14%) Azure Data Factory
8 65 (4.39%) Dynamics 365
9 62 (4.19%) Amazon S3
10 59 (3.99%) Matillion
11 53 (3.58%) Power Automate
12 50 (3.38%) Serverless
13 43 (2.91%) PowerApps
14 40 (2.70%) SaaS
15 39 (2.64%) Amazon Kinesis
16 37 (2.50%) Azure Synapse Analytics
17 36 (2.43%) Azure Cosmos DB
18 24 (1.62%) Amazon EC2
19 20 (1.35%) dbt
20 18 (1.22%) AWS Lambda
Communications & Networking
1 68 (4.59%) Kerberos
2 18 (1.22%) DSL
3 12 (0.81%) HTTP
4 8 (0.54%) Firewall
4 8 (0.54%) TCP/IP
5 7 (0.47%) Wireless
6 6 (0.41%) VLAN
6 6 (0.41%) 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
1 465 (31.42%) Data Warehouse
2 285 (19.26%) Power BI
3 210 (14.19%) BigQuery
4 204 (13.78%) Looker
5 201 (13.58%) SQL Server
6 171 (11.55%) Metadata
7 154 (10.41%) Data Lake
8 116 (7.84%) Big Data
9 113 (7.64%) Relational Database
10 92 (6.22%) Tableau
11 82 (5.54%) NoSQL
12 77 (5.20%) SQL Server Integration Services
13 64 (4.32%) Hadoop
14 61 (4.12%) Amazon Redshift
15 54 (3.65%) Data Vault
16 51 (3.45%) MySQL
17 48 (3.24%) Star Schema
18 47 (3.18%) SQL Server Analysis Services
19 41 (2.77%) Delta Lake
19 41 (2.77%) SQL Server Reporting Services
Development Applications
1 147 (9.93%) Git
2 82 (5.54%) Jenkins
3 72 (4.86%) Bitbucket
4 70 (4.73%) JIRA
5 65 (4.39%) Artifactory
6 45 (3.04%) GitLab
7 27 (1.82%) Postman
8 21 (1.42%) Jaeger
9 11 (0.74%) ERwin
9 11 (0.74%) Visual Studio
10 7 (0.47%) Oracle Forms
11 6 (0.41%) SoapUI
12 5 (0.34%) Visual Studio Team System
13 3 (0.20%) ER Studio
14 2 (0.14%) Selenium
14 2 (0.14%) TeamCity
14 2 (0.14%) Vite
15 1 (0.068%) Mercurial
15 1 (0.068%) MSTest
15 1 (0.068%) Team Foundation Server
General
1 416 (28.11%) Finance
2 393 (26.55%) Analytical Skills
3 331 (22.36%) Social Skills
4 253 (17.09%) Inclusion and Diversity
5 246 (16.62%) Law
6 160 (10.81%) Marketing
7 112 (7.57%) Legal
8 83 (5.61%) Billing
9 76 (5.14%) Banking
10 56 (3.78%) Presentation Skills
11 42 (2.84%) Public Sector
12 39 (2.64%) Investment Banking
13 38 (2.57%) Retail
14 34 (2.30%) Organisational Skills
15 33 (2.23%) Manufacturing
16 27 (1.82%) Games
17 22 (1.49%) Financial Institution
18 19 (1.28%) Influencing Skills
19 13 (0.88%) Documentation Skills
19 13 (0.88%) Publishing
Job Titles
1 355 (23.99%) Data Engineer
2 318 (21.49%) Architect
3 267 (18.04%) Data Architect
4 222 (15.00%) Senior
5 205 (13.85%) Lead
6 182 (12.30%) Developer
7 172 (11.62%) Software Engineer
8 155 (10.47%) Analyst
9 106 (7.16%) Lead Software Engineer
10 105 (7.09%) Data Manager
11 80 (5.41%) Engineering Manager
12 64 (4.32%) Java Engineer
13 63 (4.26%) Java Software Engineer
14 60 (4.05%) Solutions Architect
15 59 (3.99%) Business Intelligence Developer
15 59 (3.99%) Data Analyst
16 58 (3.92%) Senior Developer
17 49 (3.31%) Software Engineering Director
18 46 (3.11%) Senior Architect
19 44 (2.97%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 125 (8.45%) JSON
2 95 (6.42%) Spring
3 94 (6.35%) Spring Boot
3 94 (6.35%) XML
4 91 (6.15%) Web Services
5 86 (5.81%) RESTful
6 68 (4.59%) LDAP
6 68 (4.59%) OpenID
7 65 (4.39%) JSON-LD
7 65 (4.39%) REST
7 65 (4.39%) SAML
8 61 (4.12%) Kafka
9 49 (3.31%) HTML
10 45 (3.04%) CSS
11 38 (2.57%) React
12 31 (2.09%) PySpark
13 30 (2.03%) .NET
14 26 (1.76%) Lightning Web Components
15 22 (1.49%) Apache NiFi
16 21 (1.42%) OpenTelemetry
Miscellaneous
1 213 (14.39%) Management Information System
2 164 (11.08%) Product Ownership
3 152 (10.27%) Self-Motivation
4 144 (9.73%) Cloud Native
5 125 (8.45%) Data Structures
6 120 (8.11%) Algorithms
7 95 (6.42%) Public Cloud
8 78 (5.27%) Reference Data
9 69 (4.66%) Enterprise Cloud
10 54 (3.65%) Taxonomies
11 42 (2.84%) Legacy Code
12 41 (2.77%) Reinsurance
13 28 (1.89%) Replication
14 21 (1.42%) Foreign Exchange (FX)
15 18 (1.22%) Enterprise Software
15 18 (1.22%) Onboarding
16 15 (1.01%) Client/Server
16 15 (1.01%) NHS
17 14 (0.95%) Freedom of Information
17 14 (0.95%) Legacy Systems
Operating Systems
1 9 (0.61%) Apple iOS
1 9 (0.61%) Linux
2 5 (0.34%) Android
3 3 (0.20%) Unix
4 2 (0.14%) Windows
5 1 (0.068%) Ubuntu
Processes & Methodologies
1 585 (39.53%) ETL
2 581 (39.26%) Agile
3 523 (35.34%) Analytics
4 484 (32.70%) Problem-Solving
5 415 (28.04%) Data Engineering
6 398 (26.89%) Business Intelligence
7 368 (24.86%) CI/CD
8 321 (21.69%) Data Architecture
9 286 (19.32%) Data Pipeline
10 279 (18.85%) Software Engineering
11 273 (18.45%) DevOps
12 261 (17.64%) Data Governance
13 257 (17.36%) Visualisation
14 253 (17.09%) Data Integration
15 241 (16.28%) Data Science
16 240 (16.22%) Machine Learning
17 238 (16.08%) Mentoring
18 219 (14.80%) Data Analysis
19 193 (13.04%) SDLC
20 188 (12.70%) Platform Engineering
Programming Languages
1 612 (41.35%) SQL
2 337 (22.77%) Python
3 159 (10.74%) Java
4 91 (6.15%) T-SQL
5 72 (4.86%) Go
6 69 (4.66%) SPARQL
7 66 (4.46%) JavaScript
8 65 (4.39%) Prolog
9 63 (4.26%) Data Analysis Expressions
10 51 (3.45%) Scala
11 38 (2.57%) C#
12 36 (2.43%) R
13 28 (1.89%) Apex Code
14 27 (1.82%) PL/SQL
15 22 (1.49%) PHP
16 21 (1.42%) Groovy
17 17 (1.15%) PowerShell
18 15 (1.01%) MATLAB
19 10 (0.68%) C
20 5 (0.34%) Bash
Qualifications
1 239 (16.15%) Degree
2 101 (6.82%) Computer Science Degree
3 63 (4.26%) Security Cleared
4 40 (2.70%) Master's Degree
5 24 (1.62%) DV Cleared
6 18 (1.22%) SC Cleared
7 15 (1.01%) MBA
8 12 (0.81%) Azure Certification
9 11 (0.74%) Microsoft Certification
10 10 (0.68%) PhD
11 7 (0.47%) IIBA
12 6 (0.41%) BPSS Clearance
12 6 (0.41%) HNC
13 5 (0.34%) CCIE
13 5 (0.34%) Cisco Certification
13 5 (0.34%) DBS Check
13 5 (0.34%) JNCIE
14 4 (0.27%) PMI Certification
15 2 (0.14%) CBAP
15 2 (0.14%) HND
Quality Assurance & Compliance
1 359 (24.26%) Data Quality
2 150 (10.14%) GDPR
3 119 (8.04%) QA
4 28 (1.89%) Accessibility
5 20 (1.35%) PMO
5 20 (1.35%) SLA
6 9 (0.61%) California Consumer Privacy Act
7 8 (0.54%) Actionable Recommendations
8 3 (0.20%) WCAG
9 2 (0.14%) ISO/IEC 27001
9 2 (0.14%) NCSC
10 1 (0.068%) Cyber Essentials
10 1 (0.068%) Government Security Classifications
10 1 (0.068%) HIPAA
10 1 (0.068%) HMG Security Policy Framework
10 1 (0.068%) NIST
System Software
1 75 (5.07%) Active Directory
2 17 (1.15%) Docker
3 4 (0.27%) HDFS
3 4 (0.27%) Virtual Machines
Systems Management
1 42 (2.84%) Kubernetes
2 34 (2.30%) Terraform
3 21 (1.42%) Grafana
3 21 (1.42%) HAProxy
3 21 (1.42%) ITRS Geneos
3 21 (1.42%) Kibana
3 21 (1.42%) Prometheus
3 21 (1.42%) Zipkin
4 5 (0.34%) Ansible
5 3 (0.20%) Oracle Enterprise Manager
6 2 (0.14%) Single Sign-On
7 1 (0.068%) Rancher
7 1 (0.068%) ZABBIX
Vendors
1 216 (14.59%) Google
1 216 (14.59%) Microsoft
2 192 (12.97%) Databricks
3 104 (7.03%) Oracle
4 70 (4.73%) Informatica
5 43 (2.91%) Salesforce
6 39 (2.64%) SAP
7 27 (1.82%) Alteryx
8 25 (1.69%) Cognos
9 21 (1.42%) Dynatrace
9 21 (1.42%) Splunk
10 20 (1.35%) Atlassian
11 18 (1.22%) Sybase
12 13 (0.88%) Adobe
13 12 (0.81%) IBM
14 11 (0.74%) Sparx
14 11 (0.74%) Talend
15 9 (0.61%) Teradata
16 7 (0.47%) Facebook
16 7 (0.47%) MuleSoft