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

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 110 108 101
Rank change year-on-year -2 -7 +59
Permanent jobs citing Data Modelling 2,111 2,882 4,551
As % of all permanent jobs advertised in England 2.48% 3.12% 3.44%
As % of the Processes & Methodologies category 2.89% 3.27% 3.59%
Number of salaries quoted 1,413 1,617 2,442
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% +13.04%
75th Percentile £87,500 £85,000 £83,750
90th Percentile £100,000 £101,750 £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 73,078 88,196 126,702
As % of all permanent jobs advertised in England 85.76% 95.63% 95.67%
Number of salaries quoted 53,838 52,122 73,896
10th Percentile £29,000 £34,250 £33,500
25th Percentile £39,750 £45,910 £44,186
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,650 £82,500 £80,000
90th Percentile £93,750 £101,185 £97,500
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 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 4 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 4 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 +2 906 £75,000 -3.23% 278
North of England +41 422 £61,206 +0.34% 75
South East -10 273 £65,000 +8.33% 46
Midlands +29 258 £55,000 +10.00% 56
North West +91 249 £65,000 +23.81% 43
West Midlands +26 192 £55,000 +8.91% 42
South West -37 148 £55,000 -8.71% 26
Yorkshire -4 111 £50,000 -23.08% 23
East of England -41 76 £47,143 -18.01% 20
East Midlands +7 66 £46,250 -2.63% 14
North East +17 62 £63,749 -1.93% 9
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 (4.26%) Apache Spark
2 56 (2.65%) Apache
3 54 (2.56%) SAS
4 49 (2.32%) Apache Airflow
5 47 (2.23%) SharePoint
6 41 (1.94%) Microsoft Exchange
7 20 (0.95%) 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 91 (4.31%) Microsoft Excel
2 37 (1.75%) Microsoft Office
3 33 (1.56%) MS Visio
4 21 (0.99%) 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 37 (1.75%) 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 5 (0.24%) Odoo
7 5 (0.24%) OpenLink RightAngle
8 4 (0.19%) Dynamics AX
9 3 (0.14%) SAP ERP
10 2 (0.095%) IBM Planning Analytics
10 2 (0.095%) MIS ActiveH
10 2 (0.095%) NEC Housing
10 2 (0.095%) Oracle EBS
10 2 (0.095%) Oracle ERP
10 2 (0.095%) Temenos T24
11 1 (0.047%) Adobe Campaign
11 1 (0.047%) FastStats
11 1 (0.047%) Oracle Subledger Accounting
11 1 (0.047%) Workday HCM
Cloud Services
1 875 (41.45%) Azure
2 605 (28.66%) AWS
3 504 (23.87%) Power Platform
4 357 (16.91%) GCP
5 188 (8.91%) Azure DevOps
6 138 (6.54%) Snowflake
7 126 (5.97%) Azure Data Factory
8 106 (5.02%) Power Automate
9 102 (4.83%) Amazon S3
10 94 (4.45%) PowerApps
11 91 (4.31%) Dynamics 365
12 86 (4.07%) Serverless
13 78 (3.69%) Azure Synapse Analytics
14 58 (2.75%) Microsoft 365
15 57 (2.70%) Matillion
16 54 (2.56%) Amazon Kinesis
16 54 (2.56%) dbt
17 53 (2.51%) SaaS
18 44 (2.08%) AWS Lambda
19 40 (1.89%) Amazon EC2
Communications & Networking
1 26 (1.23%) LAN
1 26 (1.23%) WAN
2 25 (1.18%) Internet
3 24 (1.14%) Firewall
4 18 (0.85%) DNS
5 13 (0.62%) HTTP
6 11 (0.52%) Network Security
7 10 (0.47%) TCP/IP
7 10 (0.47%) Wireless
8 6 (0.28%) VLAN
8 6 (0.28%) 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
1 697 (33.02%) Data Warehouse
2 484 (22.93%) Power BI
3 345 (16.34%) SQL Server
4 240 (11.37%) BigQuery
5 217 (10.28%) Data Lake
6 203 (9.62%) Looker
7 189 (8.95%) Metadata
8 177 (8.38%) Tableau
9 176 (8.34%) Relational Database
10 129 (6.11%) SQL Server Integration Services
11 119 (5.64%) Big Data
12 114 (5.40%) Amazon Redshift
13 98 (4.64%) NoSQL
14 80 (3.79%) Data Vault
15 75 (3.55%) SQL Server Reporting Services
15 75 (3.55%) Star Schema
16 74 (3.51%) RDBMS
17 73 (3.46%) SQL Server Analysis Services
18 63 (2.98%) Data Mining
19 62 (2.94%) MySQL
Development Applications
1 120 (5.68%) JIRA
2 117 (5.54%) Git
3 64 (3.03%) Jenkins
4 59 (2.79%) GitLab
5 32 (1.52%) Postman
6 18 (0.85%) ERwin
7 17 (0.81%) 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
13 4 (0.19%) Selenium
14 3 (0.14%) Visual Studio Team System
15 2 (0.095%) Mercurial
15 2 (0.095%) TeamCity
15 2 (0.095%) WebDriver
General
1 583 (27.62%) Analytical Skills
2 539 (25.53%) Social Skills
3 434 (20.56%) Finance
4 140 (6.63%) Inclusion and Diversity
5 121 (5.73%) Banking
6 93 (4.41%) Public Sector
7 91 (4.31%) Marketing
8 86 (4.07%) Law
9 83 (3.93%) Legal
10 78 (3.69%) Billing
11 77 (3.65%) Presentation Skills
12 63 (2.98%) Games
13 58 (2.75%) Retail
14 43 (2.04%) Organisational Skills
15 38 (1.80%) Manufacturing
15 38 (1.80%) Retail Banking
16 29 (1.37%) Influencing Skills
17 27 (1.28%) Telecoms
18 24 (1.14%) Financial Institution
19 20 (0.95%) Documentation Skills
Job Titles
1 538 (25.49%) Architect
2 449 (21.27%) Data Engineer
3 400 (18.95%) Senior
4 389 (18.43%) Data Architect
5 270 (12.79%) Developer
6 246 (11.65%) Analyst
7 144 (6.82%) Lead
8 109 (5.16%) Solutions Architect
9 108 (5.12%) Business Intelligence Developer
9 108 (5.12%) Data Analyst
9 108 (5.12%) Data Manager
10 101 (4.78%) Senior Data Engineer
11 100 (4.74%) Senior Architect
12 80 (3.79%) Engineering Manager
13 78 (3.69%) Consultant
14 69 (3.27%) Senior Data Architect
15 67 (3.17%) Senior Analyst
16 60 (2.84%) Senior Developer
17 58 (2.75%) Power BI Developer
18 54 (2.56%) Business Analyst
Libraries, Frameworks & Software Standards
1 76 (3.60%) PySpark
2 70 (3.32%) JSON
3 65 (3.08%) .NET
4 60 (2.84%) Kafka
5 48 (2.27%) CSS
6 45 (2.13%) HTML
7 42 (1.99%) RESTful
8 39 (1.85%) Spring Boot
9 38 (1.80%) Web Services
9 38 (1.80%) XML
10 36 (1.71%) Spring
11 35 (1.66%) REST
12 30 (1.42%) ASP.NET
12 30 (1.42%) React
13 25 (1.18%) Node.js
14 22 (1.04%) Apache Beam
15 21 (0.99%) .NET Framework
15 21 (0.99%) TensorFlow
16 19 (0.90%) MDX
16 19 (0.90%) SOAP
Miscellaneous
1 190 (9.00%) Self-Motivation
2 171 (8.10%) Management Information System
3 169 (8.01%) Data Structures
4 121 (5.73%) Product Ownership
5 104 (4.93%) Algorithms
6 66 (3.13%) Public Cloud
7 63 (2.98%) Reinsurance
8 51 (2.42%) Onboarding
9 50 (2.37%) Cloud Native
10 38 (1.80%) Taxonomies
11 36 (1.71%) Swaptions
12 34 (1.61%) Distributed Systems
13 29 (1.37%) Reference Data
14 27 (1.28%) NHS
15 25 (1.18%) Legacy Systems
16 21 (0.99%) Client/Server
17 20 (0.95%) Greenfield Project
18 18 (0.85%) Data Centre
18 18 (0.85%) IoT
19 16 (0.76%) Blog
Operating Systems
1 31 (1.47%) Linux
2 22 (1.04%) Windows
3 8 (0.38%) Android
3 8 (0.38%) Apple iOS
4 5 (0.24%) Unix
5 1 (0.047%) Ubuntu
5 1 (0.047%) Windows Server
Processes & Methodologies
1 847 (40.12%) ETL
2 781 (37.00%) Analytics
3 668 (31.64%) Business Intelligence
4 661 (31.31%) Problem-Solving
5 572 (27.10%) Data Engineering
6 552 (26.15%) Agile
7 488 (23.12%) Data Architecture
8 424 (20.09%) Data Science
9 401 (19.00%) Data Governance
9 401 (19.00%) Data Integration
10 394 (18.66%) DevOps
11 384 (18.19%) Visualisation
12 316 (14.97%) Data Management
13 308 (14.59%) Mentoring
14 304 (14.40%) Data Analysis
15 291 (13.78%) Data Pipeline
16 277 (13.12%) Data Analytics
17 263 (12.46%) Roadmaps
18 262 (12.41%) Machine Learning
19 250 (11.84%) Data Visualisation
Programming Languages
1 921 (43.63%) SQL
2 581 (27.52%) Python
3 158 (7.48%) Java
4 118 (5.59%) Data Analysis Expressions
5 117 (5.54%) C#
6 104 (4.93%) T-SQL
7 96 (4.55%) R
8 78 (3.69%) JavaScript
9 64 (3.03%) Scala
10 40 (1.89%) VB
11 35 (1.66%) MATLAB
12 30 (1.42%) PowerShell
13 28 (1.33%) PHP
14 25 (1.18%) C
15 13 (0.62%) PL/SQL
16 12 (0.57%) TypeScript
17 11 (0.52%) Apex Code
18 8 (0.38%) VBA
19 7 (0.33%) Go
20 6 (0.28%) Bash
Qualifications
1 442 (20.94%) Degree
2 169 (8.01%) Computer Science Degree
3 100 (4.74%) Security Cleared
4 77 (3.65%) Master's Degree
5 54 (2.56%) Microsoft Certification
5 54 (2.56%) SC Cleared
6 38 (1.80%) Azure Certification
7 34 (1.61%) DV Cleared
8 22 (1.04%) Numerate Degree
9 19 (0.90%) MBA
10 18 (0.85%) AWS Certification
10 18 (0.85%) PhD
11 16 (0.76%) CISSP
12 15 (0.71%) CISM
12 15 (0.71%) CRISC
12 15 (0.71%) GIAC
12 15 (0.71%) ISSMP
13 13 (0.62%) BPSS Clearance
14 11 (0.52%) DBS Check
15 10 (0.47%) IIBA
Quality Assurance & Compliance
1 515 (24.40%) Data Quality
2 182 (8.62%) GDPR
3 157 (7.44%) QA
4 46 (2.18%) Accessibility
5 15 (0.71%) COBIT
6 14 (0.66%) California Consumer Privacy Act
7 9 (0.43%) Actionable Recommendations
8 8 (0.38%) PMO
9 5 (0.24%) ISO/IEC 27001
10 4 (0.19%) SLA
10 4 (0.19%) Solvency II
11 3 (0.14%) ISO 20022
11 3 (0.14%) SNOMED CT
11 3 (0.14%) WCAG
12 2 (0.095%) HL7
12 2 (0.095%) ISO 9001
12 2 (0.095%) NCSC
13 1 (0.047%) Cyber Essentials
13 1 (0.047%) Government Security Classifications
13 1 (0.047%) NIST
System Software
1 47 (2.23%) Docker
2 12 (0.57%) HDFS
3 11 (0.52%) Active Directory
4 4 (0.19%) Virtual Machines
Systems Management
1 66 (3.13%) Terraform
2 53 (2.51%) Kubernetes
3 28 (1.33%) 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 2 (0.095%) Grafana
7 2 (0.095%) Kibana
7 2 (0.095%) Single Sign-On
7 2 (0.095%) WebSphere Cast Iron
8 1 (0.047%) Enterprise Manager Cloud Control
8 1 (0.047%) Prometheus
8 1 (0.047%) ZABBIX
Vendors
1 386 (18.29%) Microsoft
2 249 (11.80%) Google
3 238 (11.27%) Databricks
4 170 (8.05%) Oracle
5 100 (4.74%) Informatica
6 67 (3.17%) SAP
7 47 (2.23%) Salesforce
8 39 (1.85%) TIBCO
9 37 (1.75%) OpenLink
9 37 (1.75%) Sybase
10 22 (1.04%) Alteryx
11 21 (0.99%) Fortinet
11 21 (0.99%) Juniper
11 21 (0.99%) Sandvine
12 19 (0.90%) IBM
13 17 (0.81%) Cloudera
14 15 (0.71%) Alibaba
14 15 (0.71%) Talend
15 13 (0.62%) Adobe
16 11 (0.52%) Teradata