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 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 113 108 100
Rank change year-on-year -5 -8 +60
Permanent jobs citing Data Modelling 2,104 2,742 4,742
As % of all permanent jobs advertised in England 2.43% 3.11% 3.50%
As % of the Processes & Methodologies category 2.86% 3.25% 3.66%
Number of salaries quoted 1,392 1,550 2,438
10th Percentile £41,250 £43,750 £42,000
25th Percentile £51,143 £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 £102,500 £97,500
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
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 73,598 84,339 129,671
As % of all permanent jobs advertised in England 85.11% 95.60% 95.82%
Number of salaries quoted 53,968 50,108 73,057
10th Percentile £29,000 £34,324 £33,500
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 £73,250 £82,500 £80,000
90th Percentile £93,750 £102,500 £97,500
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 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 18 May 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 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
London +3 915 £75,000 -5.96% 328
North of England +42 412 £61,206 +2.01% 92
Midlands +31 268 £55,000 +10.00% 69
South East 0 263 £65,000 +8.33% 80
North West +87 246 £67,500 +28.57% 55
West Midlands +30 200 £57,500 +15.00% 55
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% 13
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 90 (4.28%) Apache Spark
2 55 (2.61%) Apache
3 52 (2.47%) SAS
4 48 (2.28%) Apache Airflow
5 46 (2.19%) Microsoft Exchange
5 46 (2.19%) SharePoint
6 21 (1.00%) Confluence
7 4 (0.19%) CMS
8 3 (0.14%) Jupyter
8 3 (0.14%) Tomcat
8 3 (0.14%) WildFly
9 2 (0.095%) Apache Solr
9 2 (0.095%) BizTalk Server
9 2 (0.095%) Luigi
9 2 (0.095%) Moodle
10 1 (0.048%) Apache Synapse
10 1 (0.048%) JBoss
Applications
1 93 (4.42%) Microsoft Excel
2 39 (1.85%) Microsoft Office
3 33 (1.57%) MS Visio
4 21 (1.00%) Microsoft PowerPoint
5 15 (0.71%) Trello
6 11 (0.52%) Spreadsheet
7 4 (0.19%) SPSS
8 1 (0.048%) Chatbot
8 1 (0.048%) Windchill
Business Applications
1 42 (2.00%) Endur
2 40 (1.90%) Dynamics CRM
3 14 (0.67%) SAP BPC
4 11 (0.52%) SAP S/4HANA
5 10 (0.48%) Sparx Enterprise Architect
6 7 (0.33%) NetSuite
7 5 (0.24%) Odoo
8 4 (0.19%) Dynamics AX
8 4 (0.19%) SAP ERP
9 3 (0.14%) OpenLink RightAngle
10 2 (0.095%) IBM Planning Analytics
10 2 (0.095%) MIS ActiveH
10 2 (0.095%) NEC Housing
10 2 (0.095%) SAP MDG
10 2 (0.095%) SAP MDG-BP
10 2 (0.095%) SAP MDG-F
11 1 (0.048%) Oracle EBS
11 1 (0.048%) Oracle ERP
11 1 (0.048%) Temenos T24
11 1 (0.048%) Unica
Cloud Services
1 881 (41.87%) Azure
2 599 (28.47%) AWS
3 510 (24.24%) Power Platform
4 348 (16.54%) GCP
5 191 (9.08%) Azure DevOps
6 137 (6.51%) Azure Data Factory
7 133 (6.32%) Snowflake
8 107 (5.09%) Power Automate
9 100 (4.75%) Amazon S3
10 92 (4.37%) PowerApps
11 88 (4.18%) Dynamics 365
12 84 (3.99%) Azure Synapse Analytics
13 78 (3.71%) Serverless
14 60 (2.85%) Microsoft 365
15 54 (2.57%) dbt
15 54 (2.57%) Matillion
16 52 (2.47%) Amazon Kinesis
17 51 (2.42%) SaaS
18 43 (2.04%) Amazon EC2
19 38 (1.81%) AWS Lambda
Communications & Networking
1 25 (1.19%) Firewall
1 25 (1.19%) LAN
1 25 (1.19%) WAN
2 24 (1.14%) Internet
3 19 (0.90%) DNS
4 14 (0.67%) HTTP
5 10 (0.48%) Network Security
5 10 (0.48%) TCP/IP
6 9 (0.43%) Wireless
7 6 (0.29%) VLAN
7 6 (0.29%) VPN
8 5 (0.24%) BGP
8 5 (0.24%) Intrusion Detection
8 5 (0.24%) IPsec
8 5 (0.24%) NGFW
8 5 (0.24%) OSPF
8 5 (0.24%) SSL
9 4 (0.19%) MPLS
9 4 (0.19%) SMS
9 4 (0.19%) WPA
Database & Business Intelligence
1 704 (33.46%) Data Warehouse
2 491 (23.34%) Power BI
3 356 (16.92%) SQL Server
4 236 (11.22%) BigQuery
5 217 (10.31%) Data Lake
6 202 (9.60%) Looker
7 186 (8.84%) Metadata
8 182 (8.65%) Relational Database
9 175 (8.32%) Tableau
10 130 (6.18%) SQL Server Integration Services
11 122 (5.80%) Big Data
12 109 (5.18%) Amazon Redshift
13 100 (4.75%) NoSQL
14 80 (3.80%) RDBMS
15 79 (3.75%) Data Vault
16 75 (3.56%) SQL Server Reporting Services
17 72 (3.42%) SQL Server Analysis Services
18 71 (3.37%) Star Schema
19 64 (3.04%) Data Mining
20 61 (2.90%) MySQL
Development Applications
1 125 (5.94%) JIRA
2 123 (5.85%) Git
3 64 (3.04%) Jenkins
4 58 (2.76%) GitLab
5 33 (1.57%) Postman
6 18 (0.86%) Visual Studio
7 17 (0.81%) ERwin
8 8 (0.38%) Bitbucket
8 8 (0.38%) CircleCI
8 8 (0.38%) Oracle Forms
8 8 (0.38%) SQL Server Management Studio (SSMS)
9 6 (0.29%) ER Studio
9 6 (0.29%) SoapUI
10 5 (0.24%) Jaeger
10 5 (0.24%) Selenium
10 5 (0.24%) Sonatype Nexus
11 3 (0.14%) Cypress.io
11 3 (0.14%) Team Foundation Server
12 2 (0.095%) Mercurial
12 2 (0.095%) WebDriver
General
1 595 (28.28%) Analytical Skills
2 553 (26.28%) Social Skills
3 417 (19.82%) Finance
4 146 (6.94%) Inclusion and Diversity
5 118 (5.61%) Banking
6 94 (4.47%) Marketing
6 94 (4.47%) Public Sector
7 82 (3.90%) Law
8 80 (3.80%) Legal
9 78 (3.71%) Billing
10 70 (3.33%) Presentation Skills
11 66 (3.14%) Games
12 56 (2.66%) Retail
13 43 (2.04%) Organisational Skills
14 41 (1.95%) Manufacturing
15 40 (1.90%) Retail Banking
16 30 (1.43%) Pharmaceutical
17 26 (1.24%) Influencing Skills
17 26 (1.24%) Telecoms
18 24 (1.14%) Financial Institution
Job Titles
1 516 (24.52%) Architect
2 448 (21.29%) Data Engineer
3 408 (19.39%) Senior
4 370 (17.59%) Data Architect
5 275 (13.07%) Developer
6 240 (11.41%) Analyst
7 146 (6.94%) Lead
8 109 (5.18%) Business Intelligence Developer
8 109 (5.18%) Data Manager
9 103 (4.90%) Data Analyst
10 100 (4.75%) Senior Architect
11 99 (4.71%) Solutions Architect
12 98 (4.66%) Senior Data Engineer
13 80 (3.80%) Engineering Manager
14 77 (3.66%) Consultant
15 69 (3.28%) Senior Data Architect
16 65 (3.09%) Senior Analyst
17 60 (2.85%) Senior Developer
18 57 (2.71%) Power BI Developer
19 54 (2.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 80 (3.80%) PySpark
2 69 (3.28%) JSON
3 67 (3.18%) .NET
4 61 (2.90%) Kafka
5 51 (2.42%) CSS
6 48 (2.28%) HTML
7 45 (2.14%) RESTful
8 38 (1.81%) Spring Boot
8 38 (1.81%) Web Services
9 37 (1.76%) REST
10 35 (1.66%) React
11 34 (1.62%) Spring
11 34 (1.62%) XML
12 31 (1.47%) ASP.NET
13 28 (1.33%) Node.js
14 23 (1.09%) .NET Framework
15 22 (1.05%) Apache Beam
16 21 (1.00%) NumPy
16 21 (1.00%) TensorFlow
17 20 (0.95%) Pandas
Miscellaneous
1 189 (8.98%) Self-Motivation
2 178 (8.46%) Management Information System
3 165 (7.84%) Data Structures
4 120 (5.70%) Product Ownership
5 114 (5.42%) Algorithms
6 60 (2.85%) Reinsurance
7 59 (2.80%) Public Cloud
8 51 (2.42%) Onboarding
9 50 (2.38%) Cloud Native
10 41 (1.95%) Swaptions
11 35 (1.66%) Taxonomies
12 34 (1.62%) Distributed Systems
13 29 (1.38%) Reference Data
14 28 (1.33%) NHS
15 27 (1.28%) Legacy Systems
16 21 (1.00%) Client/Server
17 20 (0.95%) Greenfield Project
17 20 (0.95%) Life Science
18 19 (0.90%) IoT
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
1 840 (39.92%) ETL
2 775 (36.83%) Analytics
3 673 (31.99%) Business Intelligence
4 663 (31.51%) Problem-Solving
5 591 (28.09%) Data Engineering
6 547 (26.00%) Agile
7 473 (22.48%) Data Architecture
8 424 (20.15%) Data Science
9 403 (19.15%) Data Governance
10 397 (18.87%) DevOps
11 394 (18.73%) Visualisation
12 388 (18.44%) Data Integration
13 315 (14.97%) Data Management
14 302 (14.35%) Mentoring
15 293 (13.93%) Data Analysis
16 287 (13.64%) Data Pipeline
17 280 (13.31%) Data Analytics
18 263 (12.50%) Roadmaps
19 261 (12.40%) Data Visualisation
20 260 (12.36%) Computer Science
Programming Languages
1 918 (43.63%) SQL
2 580 (27.57%) Python
3 157 (7.46%) Java
4 121 (5.75%) C#
5 119 (5.66%) Data Analysis Expressions
6 100 (4.75%) T-SQL
7 99 (4.71%) R
8 83 (3.94%) JavaScript
9 62 (2.95%) Scala
10 46 (2.19%) VB
11 32 (1.52%) MATLAB
12 31 (1.47%) PowerShell
13 28 (1.33%) PHP
14 25 (1.19%) C
15 13 (0.62%) TypeScript
16 11 (0.52%) Apex Code
17 10 (0.48%) PL/SQL
17 10 (0.48%) VBA
18 8 (0.38%) Go
19 6 (0.29%) C++
Qualifications
1 459 (21.82%) Degree
2 173 (8.22%) Computer Science Degree
3 95 (4.52%) Security Cleared
4 87 (4.13%) Master's Degree
5 54 (2.57%) Microsoft Certification
6 50 (2.38%) SC Cleared
7 42 (2.00%) Azure Certification
8 33 (1.57%) DV Cleared
9 27 (1.28%) PhD
10 22 (1.05%) Numerate Degree
11 19 (0.90%) MBA
12 18 (0.86%) AWS Certification
13 17 (0.81%) CISSP
14 16 (0.76%) CISM
14 16 (0.76%) CRISC
14 16 (0.76%) GIAC
14 16 (0.76%) ISSMP
15 14 (0.67%) DBS Check
16 13 (0.62%) BPSS Clearance
17 10 (0.48%) IIBA
Quality Assurance & Compliance
1 516 (24.52%) Data Quality
2 180 (8.56%) GDPR
3 155 (7.37%) QA
4 48 (2.28%) Accessibility
5 16 (0.76%) COBIT
6 14 (0.67%) California Consumer Privacy Act
7 11 (0.52%) 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%) PMO
10 3 (0.14%) SNOMED CT
10 3 (0.14%) WCAG
11 2 (0.095%) HL7
11 2 (0.095%) ISO 9001
12 1 (0.048%) HIPAA
12 1 (0.048%) HMG Security Policy Framework
12 1 (0.048%) NCSC
12 1 (0.048%) NIST
System Software
1 46 (2.19%) Docker
2 12 (0.57%) HDFS
3 11 (0.52%) Active Directory
4 4 (0.19%) Virtual Machines
Systems Management
1 71 (3.37%) Terraform
2 52 (2.47%) Kubernetes
3 29 (1.38%) Ansible
4 8 (0.38%) logstash
5 5 (0.24%) Kiali
6 3 (0.14%) Active Directory Federation Services
6 3 (0.14%) Oracle Enterprise Manager
7 2 (0.095%) Grafana
7 2 (0.095%) Kibana
7 2 (0.095%) Single Sign-On
Vendors
1 387 (18.39%) Microsoft
2 248 (11.79%) Databricks
3 241 (11.45%) Google
4 175 (8.32%) Oracle
5 100 (4.75%) Informatica
6 66 (3.14%) SAP
7 50 (2.38%) Salesforce
8 44 (2.09%) TIBCO
9 42 (2.00%) OpenLink
9 42 (2.00%) Sybase
10 20 (0.95%) Alteryx
10 20 (0.95%) Fortinet
10 20 (0.95%) Juniper
10 20 (0.95%) Sandvine
11 17 (0.81%) Cloudera
11 17 (0.81%) IBM
12 16 (0.76%) Alibaba
13 13 (0.62%) Adobe
13 13 (0.62%) Talend
14 11 (0.52%) Teradata