Data Modelling Jobs in England

Data Modelling
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 115 119 100
Rank change year-on-year +4 -19 +63
Permanent jobs citing Data Modelling 2,100 2,467 4,900
As % of all permanent jobs advertised in England 2.31% 2.93% 3.47%
As % of the Processes & Methodologies category 2.76% 3.07% 3.62%
Number of salaries quoted 1,391 1,500 2,422
10th Percentile £41,250 £43,750 £42,163
25th Percentile £50,194 £51,750 £51,250
Median annual salary (50th Percentile) £67,500 £67,500 £65,000
Median % change year-on-year - +3.85% +13.04%
75th Percentile £87,500 £85,000 £83,750
90th Percentile £100,000 £103,750 £97,500
UK median annual salary £65,700 £67,500 £65,000
% change year-on-year -2.67% +3.85% +13.04%

All Process and Methodology Skills
England

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 England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 76,066 80,344 135,543
As % of all permanent jobs advertised in England 83.60% 95.49% 95.97%
Number of salaries quoted 55,107 48,707 73,448
10th Percentile £29,000 £34,324 £33,294
25th Percentile £40,000 £46,000 £44,000
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £93,250 £102,500 £97,500
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +9.09%

Data Modelling
Job Vacancy Trend in England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Modelling in England

Data Modelling
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Modelling in England.

Salary trend for Data Modelling in England

Data Modelling
Salary Histogram in England

Salary distribution for jobs citing Data Modelling in England over the 6 months to 1 June 2024.

Salary histogram for Data Modelling in England

Data Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the England region over the 6 months to 1 June 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
London +2 901 £75,225 -5.97% 335
North of England +54 419 £61,206 +2.01% 93
Midlands +36 277 £55,000 +10.00% 48
South East +13 267 £67,500 +12.50% 52
North West +101 253 £67,500 +28.57% 56
West Midlands +22 208 £57,500 +12.75% 33
South West -26 144 £55,000 -8.71% 33
Yorkshire -5 109 £47,500 -25.49% 25
East of England -24 74 £47,143 -18.01% 15
East Midlands +22 69 £51,500 +8.42% 15
North East +21 57 £64,000 -1.54% 12
Data Modelling
UK

Data Modelling
Co-occurring Skills and Capabilities in England 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 89 (4.24%) Apache Spark
2 54 (2.57%) Apache
3 48 (2.29%) SAS
4 47 (2.24%) Apache Airflow
5 43 (2.05%) Microsoft Exchange
6 42 (2.00%) SharePoint
7 20 (0.95%) Confluence
8 5 (0.24%) CMS
9 3 (0.14%) Jupyter
9 3 (0.14%) Tomcat
9 3 (0.14%) WildFly
10 2 (0.095%) BizTalk Server
10 2 (0.095%) Luigi
10 2 (0.095%) Moodle
11 1 (0.048%) Apache Pulsar
11 1 (0.048%) Apache Solr
Applications
1 95 (4.52%) Microsoft Excel
2 40 (1.90%) Microsoft Office
3 28 (1.33%) MS Visio
4 21 (1.00%) Microsoft PowerPoint
5 15 (0.71%) Trello
6 11 (0.52%) Spreadsheet
7 4 (0.19%) SPSS
8 3 (0.14%) Chatbot
Business Applications
1 39 (1.86%) Dynamics CRM
1 39 (1.86%) Endur
2 15 (0.71%) SAP BPC
3 10 (0.48%) SAP S/4HANA
4 9 (0.43%) Sparx Enterprise Architect
5 7 (0.33%) NetSuite
6 5 (0.24%) Odoo
7 4 (0.19%) SAP ERP
8 2 (0.095%) Dynamics AX
8 2 (0.095%) IBM Planning Analytics
8 2 (0.095%) MIS ActiveH
8 2 (0.095%) NEC Housing
8 2 (0.095%) OpenLink RightAngle
8 2 (0.095%) Oracle ERP
8 2 (0.095%) SAP MDG
8 2 (0.095%) SAP MDG-BP
8 2 (0.095%) SAP MDG-F
9 1 (0.048%) Data Workbench
9 1 (0.048%) FastStats
9 1 (0.048%) Shopify
Cloud Services
1 894 (42.57%) Azure
2 603 (28.71%) AWS
3 529 (25.19%) Power Platform
4 341 (16.24%) GCP
5 191 (9.10%) Azure DevOps
6 140 (6.67%) Azure Data Factory
7 133 (6.33%) Snowflake
8 105 (5.00%) Power Automate
9 98 (4.67%) Amazon S3
10 94 (4.48%) PowerApps
11 91 (4.33%) Azure Synapse Analytics
12 85 (4.05%) Dynamics 365
13 75 (3.57%) Serverless
14 61 (2.90%) Microsoft 365
15 54 (2.57%) dbt
16 53 (2.52%) Amazon Kinesis
16 53 (2.52%) Matillion
17 51 (2.43%) SaaS
18 42 (2.00%) Amazon EC2
19 37 (1.76%) AWS Lambda
Communications & Networking
1 25 (1.19%) Firewall
2 24 (1.14%) LAN
2 24 (1.14%) WAN
3 23 (1.10%) Internet
4 19 (0.90%) DNS
5 14 (0.67%) HTTP
6 10 (0.48%) Network Security
6 10 (0.48%) TCP/IP
7 9 (0.43%) Wireless
8 6 (0.29%) VLAN
8 6 (0.29%) VPN
9 5 (0.24%) BGP
9 5 (0.24%) Intrusion Detection
9 5 (0.24%) IPsec
9 5 (0.24%) NGFW
9 5 (0.24%) OSPF
9 5 (0.24%) SSL
10 4 (0.19%) Broadband
10 4 (0.19%) MPLS
10 4 (0.19%) WPA
Database & Business Intelligence
1 721 (34.33%) Data Warehouse
2 511 (24.33%) Power BI
3 353 (16.81%) SQL Server
4 232 (11.05%) BigQuery
5 218 (10.38%) Data Lake
6 202 (9.62%) Looker
7 188 (8.95%) Metadata
7 188 (8.95%) Tableau
8 177 (8.43%) Relational Database
9 130 (6.19%) SQL Server Integration Services
10 120 (5.71%) Big Data
11 104 (4.95%) Amazon Redshift
12 96 (4.57%) NoSQL
13 93 (4.43%) Data Vault
14 75 (3.57%) RDBMS
15 74 (3.52%) SQL Server Reporting Services
16 72 (3.43%) SQL Server Analysis Services
17 68 (3.24%) Star Schema
18 60 (2.86%) Data Mining
19 57 (2.71%) MySQL
Development Applications
1 124 (5.90%) Git
2 121 (5.76%) JIRA
3 61 (2.90%) Jenkins
4 59 (2.81%) GitLab
5 33 (1.57%) Postman
6 18 (0.86%) Visual Studio
7 16 (0.76%) ERwin
8 8 (0.38%) Bitbucket
8 8 (0.38%) Oracle Forms
8 8 (0.38%) SQL Server Management Studio (SSMS)
9 7 (0.33%) CircleCI
10 6 (0.29%) ER Studio
10 6 (0.29%) SoapUI
11 5 (0.24%) Jaeger
11 5 (0.24%) Selenium
11 5 (0.24%) Sonatype Nexus
12 4 (0.19%) Subversion
13 3 (0.14%) Cypress.io
13 3 (0.14%) Team Foundation Server
14 2 (0.095%) TeamCity
General
1 589 (28.05%) Analytical Skills
2 546 (26.00%) Social Skills
3 403 (19.19%) Finance
4 149 (7.10%) Inclusion and Diversity
5 122 (5.81%) Banking
6 94 (4.48%) Public Sector
7 90 (4.29%) Marketing
8 78 (3.71%) Billing
8 78 (3.71%) Presentation Skills
9 76 (3.62%) Legal
10 74 (3.52%) Law
11 62 (2.95%) Games
12 55 (2.62%) Retail
13 42 (2.00%) Organisational Skills
14 41 (1.95%) Manufacturing
15 39 (1.86%) Retail Banking
16 31 (1.48%) Pharmaceutical
17 26 (1.24%) Financial Institution
18 25 (1.19%) Telecoms
19 19 (0.90%) Influencing Skills
Job Titles
1 526 (25.05%) Architect
2 440 (20.95%) Data Engineer
3 411 (19.57%) Senior
4 381 (18.14%) Data Architect
5 274 (13.05%) Developer
6 248 (11.81%) Analyst
7 147 (7.00%) Lead
8 114 (5.43%) Data Analyst
9 110 (5.24%) Data Manager
10 105 (5.00%) Business Intelligence Developer
11 100 (4.76%) Senior Architect
12 97 (4.62%) Senior Data Engineer
12 97 (4.62%) Solutions Architect
13 79 (3.76%) Engineering Manager
14 72 (3.43%) Consultant
15 70 (3.33%) Senior Analyst
16 68 (3.24%) Senior Data Architect
17 65 (3.10%) Senior Developer
18 55 (2.62%) Business Analyst
19 53 (2.52%) Technical Leader
Libraries, Frameworks & Software Standards
1 78 (3.71%) PySpark
2 67 (3.19%) .NET
3 66 (3.14%) JSON
4 60 (2.86%) Kafka
5 54 (2.57%) CSS
6 52 (2.48%) HTML
7 48 (2.29%) RESTful
8 39 (1.86%) Web Services
9 38 (1.81%) React
10 37 (1.76%) Spring Boot
11 36 (1.71%) REST
12 34 (1.62%) XML
13 33 (1.57%) ASP.NET
13 33 (1.57%) Spring
14 31 (1.48%) Node.js
15 24 (1.14%) .NET Framework
16 23 (1.10%) TensorFlow
17 22 (1.05%) NumPy
18 21 (1.00%) Apache Beam
19 20 (0.95%) .NET Core
Miscellaneous
1 188 (8.95%) Self-Motivation
2 180 (8.57%) Management Information System
3 167 (7.95%) Data Structures
4 120 (5.71%) Algorithms
5 116 (5.52%) Product Ownership
6 56 (2.67%) Reinsurance
7 55 (2.62%) Public Cloud
8 52 (2.48%) Onboarding
9 50 (2.38%) Cloud Native
10 38 (1.81%) Swaptions
11 34 (1.62%) Distributed Systems
12 32 (1.52%) Reference Data
13 30 (1.43%) Taxonomies
14 29 (1.38%) NHS
15 28 (1.33%) Legacy Systems
16 20 (0.95%) Client/Server
16 20 (0.95%) Life Science
17 19 (0.90%) IoT
18 18 (0.86%) Greenfield Project
19 17 (0.81%) Data Centre
Operating Systems
1 34 (1.62%) Linux
2 24 (1.14%) Windows
3 9 (0.43%) Android
3 9 (0.43%) Apple iOS
4 5 (0.24%) Unix
5 2 (0.095%) Windows Server
Processes & Methodologies
1 813 (38.71%) ETL
2 784 (37.33%) Analytics
3 687 (32.71%) Business Intelligence
4 673 (32.05%) Problem-Solving
5 589 (28.05%) Data Engineering
6 546 (26.00%) Agile
7 486 (23.14%) Data Architecture
8 430 (20.48%) Data Science
9 411 (19.57%) Data Governance
10 402 (19.14%) DevOps
11 398 (18.95%) Visualisation
12 389 (18.52%) Data Integration
13 325 (15.48%) Data Management
14 310 (14.76%) Data Analysis
15 305 (14.52%) Mentoring
16 291 (13.86%) Data Analytics
17 282 (13.43%) Data Pipeline
18 262 (12.48%) Data Visualisation
19 261 (12.43%) Computer Science
20 255 (12.14%) Roadmaps
Programming Languages
1 919 (43.76%) SQL
2 570 (27.14%) Python
3 151 (7.19%) Java
4 122 (5.81%) C#
5 115 (5.48%) Data Analysis Expressions
6 103 (4.90%) T-SQL
7 96 (4.57%) R
8 87 (4.14%) JavaScript
9 61 (2.90%) Scala
10 43 (2.05%) VB
11 32 (1.52%) MATLAB
11 32 (1.52%) PowerShell
12 28 (1.33%) PHP
13 25 (1.19%) C
14 13 (0.62%) TypeScript
15 12 (0.57%) PL/SQL
16 11 (0.52%) Apex Code
16 11 (0.52%) VBA
17 9 (0.43%) Go
18 6 (0.29%) Bash
Qualifications
1 453 (21.57%) Degree
2 176 (8.38%) Computer Science Degree
3 94 (4.48%) Security Cleared
4 90 (4.29%) Master's Degree
5 50 (2.38%) Microsoft Certification
5 50 (2.38%) SC Cleared
6 41 (1.95%) Azure Certification
7 33 (1.57%) DV Cleared
8 26 (1.24%) PhD
9 20 (0.95%) Numerate Degree
10 19 (0.90%) MBA
11 18 (0.86%) AWS Certification
12 17 (0.81%) CISSP
13 16 (0.76%) CISM
13 16 (0.76%) CRISC
13 16 (0.76%) GIAC
13 16 (0.76%) ISSMP
14 14 (0.67%) DBS Check
15 12 (0.57%) BPSS Clearance
16 10 (0.48%) IIBA
Quality Assurance & Compliance
1 531 (25.29%) Data Quality
2 181 (8.62%) GDPR
3 145 (6.90%) QA
4 49 (2.33%) Accessibility
5 16 (0.76%) COBIT
6 14 (0.67%) California Consumer Privacy Act
7 10 (0.48%) Actionable Recommendations
8 5 (0.24%) ISO/IEC 27001
9 4 (0.19%) SLA
9 4 (0.19%) Solvency II
10 3 (0.14%) ISO 20022
10 3 (0.14%) SNOMED CT
10 3 (0.14%) WCAG
11 2 (0.095%) HL7
11 2 (0.095%) ISO 9001
11 2 (0.095%) PMO
12 1 (0.048%) Cyber Essentials
12 1 (0.048%) NCSC
12 1 (0.048%) NIST
12 1 (0.048%) Software Quality Assurance
System Software
1 49 (2.33%) Docker
2 12 (0.57%) Active Directory
2 12 (0.57%) HDFS
3 4 (0.19%) Virtual Machines
Systems Management
1 71 (3.38%) Terraform
2 52 (2.48%) Kubernetes
3 30 (1.43%) Ansible
4 8 (0.38%) logstash
5 5 (0.24%) Kiali
6 3 (0.14%) Oracle Enterprise Manager
7 2 (0.095%) Active Directory Federation Services
7 2 (0.095%) Grafana
7 2 (0.095%) Kibana
7 2 (0.095%) Single Sign-On
Vendors
1 387 (18.43%) Microsoft
2 245 (11.67%) Databricks
3 239 (11.38%) Google
4 167 (7.95%) Oracle
5 99 (4.71%) Informatica
6 62 (2.95%) SAP
7 49 (2.33%) Salesforce
8 41 (1.95%) TIBCO
9 39 (1.86%) OpenLink
9 39 (1.86%) Sybase
10 21 (1.00%) Alteryx
11 19 (0.90%) Fortinet
11 19 (0.90%) Juniper
11 19 (0.90%) Sandvine
12 16 (0.76%) Alibaba
13 15 (0.71%) Cloudera
13 15 (0.71%) IBM
14 13 (0.62%) Adobe
15 12 (0.57%) Talend
16 10 (0.48%) F5