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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 138 152 150
Rank change year-on-year +14 -2 +18
Permanent jobs citing Data Modelling 1,501 1,421 1,799
As % of all permanent jobs advertised in the UK excluding London 2.13% 2.32% 2.53%
As % of the Processes & Methodologies category 2.52% 2.42% 2.69%
Number of salaries quoted 817 829 1,074
10th Percentile £35,000 £39,544 £37,500
25th Percentile £45,000 £46,133 £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 £67,375
90th Percentile £90,000 £85,000 £78,375
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 59,507 58,626 66,961
As % of all permanent jobs advertised in the UK excluding London 84.34% 95.62% 94.03%
Number of salaries quoted 41,180 30,153 41,508
10th Percentile £27,117 £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 6 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 6 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 +51 424 £61,206 +0.34% 81
Scotland +41 274 £65,000 - 23
South East -6 273 £65,000 +8.33% 49
Midlands +30 259 £55,000 +10.00% 55
North West +91 251 £65,000 +23.81% 46
West Midlands +28 193 £55,000 +8.91% 43
South West -47 149 £55,000 -8.33% 25
Yorkshire +2 111 £50,000 -23.08% 26
East of England -39 76 £47,143 -18.01% 21
East Midlands +6 66 £46,250 -2.63% 12
North East +13 62 £63,749 -1.93% 9
Wales +7 45 £55,000 +22.22% 14
Northern Ireland +16 3 £50,000 -9.09% 5
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 97 (6.46%) Apache Spark
2 44 (2.93%) Apache
3 32 (2.13%) SharePoint
4 23 (1.53%) 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 (4.40%) Microsoft Excel
2 22 (1.47%) Microsoft Office
3 21 (1.40%) MS Visio
4 18 (1.20%) Microsoft PowerPoint
5 15 (1.00%) Trello
6 10 (0.67%) Spreadsheet
7 1 (0.067%) Chatbot
7 1 (0.067%) SPSS
7 1 (0.067%) Windchill
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
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
1 575 (38.31%) Azure
2 451 (30.05%) AWS
3 299 (19.92%) Power Platform
4 246 (16.39%) GCP
5 152 (10.13%) Azure DevOps
6 99 (6.60%) Snowflake
7 74 (4.93%) Azure Data Factory
8 71 (4.73%) Dynamics 365
9 59 (3.93%) Power Automate
10 56 (3.73%) Amazon S3
11 55 (3.66%) Matillion
12 50 (3.33%) PowerApps
13 43 (2.86%) Serverless
14 42 (2.80%) SaaS
15 38 (2.53%) Amazon Kinesis
15 38 (2.53%) Azure Synapse Analytics
16 32 (2.13%) Azure Cosmos DB
17 24 (1.60%) Amazon EC2
18 23 (1.53%) dbt
19 18 (1.20%) GitHub
Communications & Networking
1 68 (4.53%) 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
1 486 (32.38%) Data Warehouse
2 291 (19.39%) Power BI
3 213 (14.19%) BigQuery
4 207 (13.79%) SQL Server
5 205 (13.66%) Looker
6 172 (11.46%) Metadata
7 152 (10.13%) Data Lake
8 120 (7.99%) Big Data
9 114 (7.59%) Relational Database
10 107 (7.13%) Tableau
11 80 (5.33%) SQL Server Integration Services
12 75 (5.00%) NoSQL
13 65 (4.33%) Hadoop
14 62 (4.13%) Amazon Redshift
14 62 (4.13%) Data Vault
15 52 (3.46%) MySQL
16 50 (3.33%) Star Schema
17 46 (3.06%) SQL Server Analysis Services
18 40 (2.66%) SQL Server Reporting Services
19 37 (2.47%) Delta Lake
Development Applications
1 153 (10.19%) Git
2 84 (5.60%) Jenkins
3 74 (4.93%) JIRA
4 72 (4.80%) Bitbucket
5 65 (4.33%) Artifactory
6 48 (3.20%) GitLab
7 27 (1.80%) Postman
8 21 (1.40%) Jaeger
9 12 (0.80%) Visual Studio
10 8 (0.53%) ERwin
11 7 (0.47%) Oracle Forms
12 6 (0.40%) SoapUI
13 3 (0.20%) 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
1 410 (27.32%) Finance
2 383 (25.52%) Analytical Skills
3 336 (22.39%) Social Skills
4 256 (17.06%) Inclusion and Diversity
5 246 (16.39%) Law
6 162 (10.79%) Marketing
7 110 (7.33%) Legal
8 83 (5.53%) Billing
9 77 (5.13%) Banking
10 64 (4.26%) Presentation Skills
11 48 (3.20%) Public Sector
12 39 (2.60%) Investment Banking
13 38 (2.53%) Retail
14 37 (2.47%) 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
20 12 (0.80%) Publishing
Job Titles
1 364 (24.25%) Data Engineer
2 320 (21.32%) Architect
3 264 (17.59%) Data Architect
4 232 (15.46%) Senior
5 210 (13.99%) Lead
6 187 (12.46%) Developer
7 174 (11.59%) Software Engineer
8 154 (10.26%) Analyst
9 106 (7.06%) Data Manager
9 106 (7.06%) Lead Software Engineer
10 81 (5.40%) Engineering Manager
11 65 (4.33%) Java Engineer
12 64 (4.26%) Java Software Engineer
13 62 (4.13%) Solutions Architect
14 61 (4.06%) Senior Developer
15 54 (3.60%) Data Analyst
16 52 (3.46%) Business Intelligence Developer
17 49 (3.26%) Senior Architect
17 49 (3.26%) Software Engineering Director
18 47 (3.13%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 121 (8.06%) JSON
2 96 (6.40%) Spring
3 95 (6.33%) Spring Boot
4 92 (6.13%) Web Services
5 91 (6.06%) XML
6 87 (5.80%) RESTful
7 68 (4.53%) LDAP
7 68 (4.53%) OpenID
8 65 (4.33%) JSON-LD
8 65 (4.33%) SAML
9 63 (4.20%) REST
10 62 (4.13%) Kafka
11 54 (3.60%) HTML
12 48 (3.20%) CSS
13 38 (2.53%) React
14 34 (2.27%) .NET
15 32 (2.13%) PySpark
16 26 (1.73%) Lightning Web Components
17 22 (1.47%) Apache NiFi
18 21 (1.40%) OpenTelemetry
Miscellaneous
1 221 (14.72%) Management Information System
2 160 (10.66%) Product Ownership
3 149 (9.93%) Self-Motivation
4 145 (9.66%) Cloud Native
5 127 (8.46%) Data Structures
6 124 (8.26%) Algorithms
7 93 (6.20%) Public Cloud
8 81 (5.40%) Reference Data
9 69 (4.60%) Enterprise Cloud
10 55 (3.66%) Taxonomies
11 43 (2.86%) Legacy Code
12 40 (2.66%) Reinsurance
13 28 (1.87%) Replication
14 22 (1.47%) Onboarding
15 21 (1.40%) Foreign Exchange (FX)
16 18 (1.20%) Enterprise Software
16 18 (1.20%) NHS
17 15 (1.00%) Client/Server
18 14 (0.93%) Freedom of Information
18 14 (0.93%) Legacy Systems
Operating Systems
1 16 (1.07%) Linux
2 9 (0.60%) Apple iOS
3 5 (0.33%) Android
4 3 (0.20%) Windows
5 2 (0.13%) Unix
6 1 (0.067%) Ubuntu
6 1 (0.067%) Windows Server
Processes & Methodologies
1 584 (38.91%) ETL
2 581 (38.71%) Agile
3 540 (35.98%) Analytics
4 497 (33.11%) Problem-Solving
5 432 (28.78%) Data Engineering
6 413 (27.51%) Business Intelligence
7 376 (25.05%) CI/CD
8 329 (21.92%) Data Architecture
9 294 (19.59%) DevOps
10 290 (19.32%) Data Pipeline
11 284 (18.92%) Software Engineering
12 269 (17.92%) Data Governance
13 252 (16.79%) Data Integration
13 252 (16.79%) Data Science
13 252 (16.79%) Visualisation
14 246 (16.39%) Machine Learning
15 245 (16.32%) Mentoring
16 229 (15.26%) Data Analysis
17 200 (13.32%) SDLC
18 194 (12.92%) Platform Engineering
Programming Languages
1 607 (40.44%) SQL
2 341 (22.72%) Python
3 161 (10.73%) Java
4 89 (5.93%) T-SQL
5 73 (4.86%) JavaScript
6 72 (4.80%) Go
7 69 (4.60%) SPARQL
8 65 (4.33%) Prolog
9 60 (4.00%) Data Analysis Expressions
10 51 (3.40%) Scala
11 41 (2.73%) C#
12 38 (2.53%) R
13 28 (1.87%) Apex Code
14 27 (1.80%) PL/SQL
15 23 (1.53%) PHP
16 21 (1.40%) Groovy
17 17 (1.13%) PowerShell
18 15 (1.00%) MATLAB
19 10 (0.67%) C
20 6 (0.40%) Bash
Qualifications
1 245 (16.32%) Degree
2 105 (7.00%) Computer Science Degree
3 63 (4.20%) Security Cleared
4 43 (2.86%) Master's Degree
5 27 (1.80%) DV Cleared
6 16 (1.07%) MBA
7 15 (1.00%) Microsoft Certification
7 15 (1.00%) SC Cleared
8 13 (0.87%) Azure Certification
9 11 (0.73%) PhD
10 9 (0.60%) DBS Check
10 9 (0.60%) IIBA
11 6 (0.40%) BPSS Clearance
11 6 (0.40%) HNC
12 5 (0.33%) CCIE
12 5 (0.33%) Cisco Certification
12 5 (0.33%) JNCIE
13 4 (0.27%) CBAP
13 4 (0.27%) PMI Certification
14 3 (0.20%) HND
Quality Assurance & Compliance
1 371 (24.72%) Data Quality
2 151 (10.06%) GDPR
3 118 (7.86%) QA
4 33 (2.20%) Accessibility
5 20 (1.33%) PMO
5 20 (1.33%) 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 (5.13%) Active Directory
2 18 (1.20%) Docker
3 4 (0.27%) HDFS
3 4 (0.27%) Virtual Machines
Systems Management
1 45 (3.00%) Kubernetes
2 41 (2.73%) 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
1 229 (15.26%) Microsoft
2 213 (14.19%) Google
3 193 (12.86%) Databricks
4 107 (7.13%) Oracle
5 70 (4.66%) Informatica
6 44 (2.93%) 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 (1.33%) Atlassian
12 18 (1.20%) Sybase
13 13 (0.87%) Adobe
14 12 (0.80%) Talend
15 10 (0.67%) IBM
15 10 (0.67%) Sparx
16 9 (0.60%) Teradata
17 7 (0.47%) Facebook
18 6 (0.40%) Cloudera