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

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 109 109 102
Rank change year-on-year 0 -7 +59
Permanent jobs citing Data Modelling 2,107 2,938 4,456
As % of all permanent jobs advertised in England 2.48% 3.15% 3.41%
As % of the Processes & Methodologies category 2.89% 3.29% 3.56%
Number of salaries quoted 1,409 1,633 2,454
10th Percentile £41,250 £43,750 £42,500
25th Percentile £51,250 £52,000 £51,250
Median annual salary (50th Percentile) £67,500 £67,500 £65,000
Median % change year-on-year - +3.85% +8.33%
75th Percentile £87,500 £85,000 £82,500
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 72,814 89,178 125,034
As % of all permanent jobs advertised in England 85.85% 95.66% 95.65%
Number of salaries quoted 53,731 52,642 73,765
10th Percentile £29,000 £34,250 £33,327
25th Percentile £39,750 £46,000 £44,250
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% +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 27 April 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 27 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
London +5 905 £75,000 -3.23% 273
North of England +49 419 £61,206 -2.07% 80
South East +1 282 £65,000 +8.33% 40
Midlands +19 251 £54,650 +9.30% 47
North West +89 248 £65,000 +23.81% 50
West Midlands +25 187 £55,000 +7.32% 31
South West -28 146 £55,000 -8.71% 20
Yorkshire +1 111 £50,000 -23.08% 23
East of England -46 77 £47,143 -18.01% 23
East Midlands +2 64 £47,500 - 15
North East +15 60 £63,749 -3.41% 7
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 87 (4.13%) Apache Spark
2 57 (2.71%) SAS
3 56 (2.66%) Apache
4 48 (2.28%) Apache Airflow
5 47 (2.23%) SharePoint
6 44 (2.09%) Microsoft Exchange
7 21 (1.00%) Confluence
8 4 (0.19%) Jupyter
9 3 (0.14%) Tomcat
9 3 (0.14%) WildFly
10 2 (0.095%) Apache Solr
10 2 (0.095%) BizTalk Server
10 2 (0.095%) CMS
10 2 (0.095%) JBoss
10 2 (0.095%) Luigi
10 2 (0.095%) Moodle
11 1 (0.047%) Apache Synapse
11 1 (0.047%) Red Hat Fuse
Applications
1 90 (4.27%) Microsoft Excel
2 36 (1.71%) 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 (0.047%) Chatbot
8 1 (0.047%) Windchill
Business Applications
1 43 (2.04%) Dynamics CRM
2 40 (1.90%) Endur
3 14 (0.66%) SAP BPC
4 11 (0.52%) SAP S/4HANA
5 10 (0.47%) Sparx Enterprise Architect
6 7 (0.33%) NetSuite
7 6 (0.28%) OpenLink RightAngle
8 5 (0.24%) Odoo
9 4 (0.19%) Dynamics AX
10 3 (0.14%) SAP ERP
11 2 (0.095%) IBM Planning Analytics
11 2 (0.095%) MIS ActiveH
11 2 (0.095%) NEC Housing
11 2 (0.095%) Oracle EBS
11 2 (0.095%) Oracle ERP
11 2 (0.095%) Temenos T24
12 1 (0.047%) Adobe Campaign
12 1 (0.047%) FastStats
12 1 (0.047%) Oracle Subledger Accounting
12 1 (0.047%) Workday HCM
Cloud Services
1 873 (41.43%) Azure
2 602 (28.57%) AWS
3 500 (23.73%) Power Platform
4 352 (16.71%) GCP
5 185 (8.78%) Azure DevOps
6 140 (6.64%) Snowflake
7 125 (5.93%) Azure Data Factory
8 105 (4.98%) Amazon S3
8 105 (4.98%) Power Automate
9 94 (4.46%) PowerApps
10 90 (4.27%) Dynamics 365
11 89 (4.22%) Serverless
12 80 (3.80%) Azure Synapse Analytics
13 58 (2.75%) Matillion
14 56 (2.66%) Microsoft 365
15 55 (2.61%) Amazon Kinesis
16 54 (2.56%) dbt
17 51 (2.42%) SaaS
18 45 (2.14%) AWS Lambda
19 40 (1.90%) Amazon EC2
Communications & Networking
1 26 (1.23%) Internet
1 26 (1.23%) LAN
1 26 (1.23%) WAN
2 23 (1.09%) Firewall
3 17 (0.81%) DNS
4 13 (0.62%) HTTP
5 11 (0.52%) Network Security
6 10 (0.47%) TCP/IP
6 10 (0.47%) Wireless
7 6 (0.28%) VLAN
7 6 (0.28%) 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%) Broadband
9 4 (0.19%) MPLS
9 4 (0.19%) WPA
Database & Business Intelligence
1 699 (33.18%) Data Warehouse
2 481 (22.83%) Power BI
3 345 (16.37%) SQL Server
4 236 (11.20%) BigQuery
5 219 (10.39%) Data Lake
6 202 (9.59%) Looker
7 189 (8.97%) Metadata
8 177 (8.40%) Tableau
9 175 (8.31%) Relational Database
10 128 (6.07%) SQL Server Integration Services
11 115 (5.46%) Big Data
12 113 (5.36%) Amazon Redshift
13 98 (4.65%) NoSQL
14 83 (3.94%) Data Vault
15 77 (3.65%) RDBMS
16 75 (3.56%) SQL Server Analysis Services
17 74 (3.51%) SQL Server Reporting Services
17 74 (3.51%) Star Schema
18 64 (3.04%) Data Mining
19 62 (2.94%) MySQL
Development Applications
1 120 (5.70%) JIRA
2 116 (5.51%) Git
3 62 (2.94%) Jenkins
4 55 (2.61%) GitLab
5 32 (1.52%) Postman
6 20 (0.95%) ERwin
7 15 (0.71%) Visual Studio
8 9 (0.43%) Bitbucket
9 8 (0.38%) CircleCI
9 8 (0.38%) Oracle Forms
9 8 (0.38%) SQL Server Management Studio (SSMS)
10 7 (0.33%) SoapUI
11 6 (0.28%) ER Studio
12 5 (0.24%) Jaeger
12 5 (0.24%) Sonatype Nexus
12 5 (0.24%) Visual Studio Team System
13 3 (0.14%) Selenium
14 2 (0.095%) Mercurial
14 2 (0.095%) TeamCity
14 2 (0.095%) WebDriver
General
1 580 (27.53%) Analytical Skills
2 536 (25.44%) Social Skills
3 439 (20.84%) Finance
4 135 (6.41%) Inclusion and Diversity
5 119 (5.65%) Banking
6 93 (4.41%) Marketing
7 92 (4.37%) Public Sector
8 86 (4.08%) Law
9 81 (3.84%) Legal
10 79 (3.75%) Presentation Skills
11 78 (3.70%) Billing
12 66 (3.13%) Games
13 57 (2.71%) Retail
14 41 (1.95%) Organisational Skills
15 38 (1.80%) Manufacturing
16 35 (1.66%) Retail Banking
17 28 (1.33%) Influencing Skills
18 27 (1.28%) Telecoms
19 24 (1.14%) Financial Institution
20 20 (0.95%) Documentation Skills
Job Titles
1 542 (25.72%) Architect
2 444 (21.07%) Data Engineer
3 396 (18.79%) Senior
4 393 (18.65%) Data Architect
5 267 (12.67%) Developer
6 247 (11.72%) Analyst
7 142 (6.74%) Lead
8 110 (5.22%) Solutions Architect
9 108 (5.13%) Business Intelligence Developer
9 108 (5.13%) Data Analyst
9 108 (5.13%) Data Manager
10 98 (4.65%) Senior Architect
11 97 (4.60%) Senior Data Engineer
12 80 (3.80%) Engineering Manager
13 78 (3.70%) Consultant
14 68 (3.23%) Senior Analyst
14 68 (3.23%) Senior Data Architect
15 60 (2.85%) Senior Developer
16 58 (2.75%) Power BI Developer
17 54 (2.56%) Technical Leader
Libraries, Frameworks & Software Standards
1 73 (3.46%) JSON
1 73 (3.46%) PySpark
2 61 (2.90%) .NET
3 60 (2.85%) Kafka
4 47 (2.23%) CSS
5 44 (2.09%) HTML
6 41 (1.95%) RESTful
7 39 (1.85%) Spring Boot
7 39 (1.85%) XML
8 36 (1.71%) REST
8 36 (1.71%) Spring
9 35 (1.66%) Web Services
10 29 (1.38%) ASP.NET
11 28 (1.33%) React
12 24 (1.14%) Node.js
13 22 (1.04%) Apache Beam
14 20 (0.95%) .NET Framework
14 20 (0.95%) SOAP
14 20 (0.95%) TensorFlow
15 19 (0.90%) MDX
Miscellaneous
1 190 (9.02%) Self-Motivation
2 167 (7.93%) Management Information System
3 166 (7.88%) Data Structures
4 123 (5.84%) Product Ownership
5 102 (4.84%) Algorithms
6 65 (3.08%) Public Cloud
6 65 (3.08%) Reinsurance
7 51 (2.42%) Onboarding
8 50 (2.37%) Cloud Native
9 39 (1.85%) Swaptions
10 38 (1.80%) Taxonomies
11 35 (1.66%) Distributed Systems
12 29 (1.38%) Reference Data
13 26 (1.23%) NHS
14 25 (1.19%) Legacy Systems
15 22 (1.04%) Greenfield Project
16 20 (0.95%) Client/Server
17 18 (0.85%) Data Centre
17 18 (0.85%) IoT
18 16 (0.76%) Blog
Operating Systems
1 28 (1.33%) Linux
2 21 (1.00%) Windows
3 8 (0.38%) Android
3 8 (0.38%) Apple iOS
4 6 (0.28%) Unix
5 1 (0.047%) Ubuntu
5 1 (0.047%) Windows Server
Processes & Methodologies
1 849 (40.29%) ETL
2 779 (36.97%) Analytics
3 666 (31.61%) Problem-Solving
4 660 (31.32%) Business Intelligence
5 560 (26.58%) Data Engineering
6 552 (26.20%) Agile
7 484 (22.97%) Data Architecture
8 430 (20.41%) Data Science
9 402 (19.08%) Data Integration
10 399 (18.94%) Data Governance
11 389 (18.46%) DevOps
12 383 (18.18%) Visualisation
13 316 (15.00%) Data Management
14 305 (14.48%) Mentoring
15 302 (14.33%) Data Analysis
16 287 (13.62%) Data Pipeline
17 271 (12.86%) Data Analytics
18 269 (12.77%) Roadmaps
19 259 (12.29%) Machine Learning
20 252 (11.96%) Data Visualisation
Programming Languages
1 921 (43.71%) SQL
2 577 (27.38%) Python
3 162 (7.69%) Java
4 118 (5.60%) Data Analysis Expressions
5 115 (5.46%) C#
6 103 (4.89%) T-SQL
7 97 (4.60%) R
8 77 (3.65%) JavaScript
9 64 (3.04%) Scala
10 42 (1.99%) VB
11 35 (1.66%) MATLAB
12 29 (1.38%) PowerShell
13 28 (1.33%) PHP
14 25 (1.19%) C
15 14 (0.66%) PL/SQL
16 11 (0.52%) Apex Code
16 11 (0.52%) TypeScript
17 7 (0.33%) Bash
17 7 (0.33%) Go
17 7 (0.33%) VBA
Qualifications
1 437 (20.74%) Degree
2 167 (7.93%) Computer Science Degree
3 99 (4.70%) Security Cleared
4 76 (3.61%) Master's Degree
5 54 (2.56%) Microsoft Certification
5 54 (2.56%) SC Cleared
6 38 (1.80%) Azure Certification
7 33 (1.57%) DV Cleared
8 22 (1.04%) Numerate Degree
9 19 (0.90%) MBA
10 18 (0.85%) PhD
11 17 (0.81%) AWS Certification
12 15 (0.71%) CISSP
13 14 (0.66%) CISM
13 14 (0.66%) CRISC
13 14 (0.66%) GIAC
13 14 (0.66%) ISSMP
14 13 (0.62%) BPSS Clearance
15 10 (0.47%) IIBA
16 8 (0.38%) PMI Certification
Quality Assurance & Compliance
1 512 (24.30%) Data Quality
2 180 (8.54%) GDPR
3 156 (7.40%) QA
4 45 (2.14%) Accessibility
5 14 (0.66%) California Consumer Privacy Act
5 14 (0.66%) COBIT
6 9 (0.43%) Actionable Recommendations
6 9 (0.43%) PMO
7 5 (0.24%) ISO/IEC 27001
8 4 (0.19%) SLA
8 4 (0.19%) Solvency II
9 3 (0.14%) ISO 20022
9 3 (0.14%) SNOMED CT
9 3 (0.14%) WCAG
10 2 (0.095%) HL7
10 2 (0.095%) ISO 9001
10 2 (0.095%) NCSC
11 1 (0.047%) Cyber Essentials
11 1 (0.047%) Government Security Classifications
11 1 (0.047%) NIST
System Software
1 46 (2.18%) Docker
2 12 (0.57%) HDFS
3 11 (0.52%) Active Directory
4 4 (0.19%) Virtual Machines
Systems Management
1 59 (2.80%) Terraform
2 49 (2.33%) Kubernetes
3 24 (1.14%) Ansible
4 8 (0.38%) logstash
5 5 (0.24%) Kiali
6 4 (0.19%) Active Directory Federation Services
6 4 (0.19%) Oracle Enterprise Manager
7 3 (0.14%) WebSphere Cast Iron
8 2 (0.095%) Grafana
8 2 (0.095%) Kibana
8 2 (0.095%) Single Sign-On
9 1 (0.047%) Enterprise Manager Cloud Control
9 1 (0.047%) Prometheus
9 1 (0.047%) ZABBIX
Vendors
1 379 (17.99%) Microsoft
2 247 (11.72%) Google
3 237 (11.25%) Databricks
4 173 (8.21%) Oracle
5 102 (4.84%) Informatica
6 68 (3.23%) SAP
7 47 (2.23%) Salesforce
8 42 (1.99%) TIBCO
9 40 (1.90%) OpenLink
9 40 (1.90%) Sybase
10 22 (1.04%) IBM
11 21 (1.00%) Alteryx
11 21 (1.00%) Fortinet
11 21 (1.00%) Juniper
11 21 (1.00%) Sandvine
12 17 (0.81%) Cloudera
13 15 (0.71%) Talend
14 14 (0.66%) Alibaba
15 13 (0.62%) Adobe
16 12 (0.57%) Teradata