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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 114 109 99
Rank change year-on-year -5 -10 +65
Permanent jobs citing Data Modelling 2,100 2,794 4,584
As % of all permanent jobs advertised in England 2.45% 3.10% 3.46%
As % of the Processes & Methodologies category 2.86% 3.24% 3.61%
Number of salaries quoted 1,397 1,580 2,404
10th Percentile £41,250 £43,750 £42,500
25th Percentile £51,250 £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 73,307 86,321 126,985
As % of all permanent jobs advertised in England 85.46% 95.63% 95.73%
Number of salaries quoted 53,944 51,052 72,863
10th Percentile £29,000 £34,308 £33,500
25th Percentile £40,000 £46,000 £44,075
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,332 £82,500 £80,000
90th Percentile £93,750 £101,250 £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 9 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 9 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 +5 908 £75,000 -3.23% 270
North of England +47 418 £61,206 +1.17% 76
South East -15 269 £65,000 +8.33% 41
Midlands +23 259 £55,000 +10.00% 55
North West +86 249 £67,500 +28.57% 42
West Midlands +20 191 £55,000 +9.45% 44
South West -36 146 £55,000 -8.33% 30
Yorkshire +5 107 £48,750 -25.00% 24
East of England -38 74 £47,143 -18.01% 19
East Midlands +7 68 £46,250 -2.63% 11
North East +13 62 £63,749 -1.93% 10
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 55 (2.62%) Apache
3 54 (2.57%) SAS
4 49 (2.33%) Apache Airflow
5 46 (2.19%) SharePoint
6 38 (1.81%) Microsoft Exchange
7 21 (1.00%) Confluence
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%) CMS
9 2 (0.095%) JBoss
9 2 (0.095%) Luigi
9 2 (0.095%) Moodle
10 1 (0.048%) Apache Synapse
Applications
1 91 (4.33%) Microsoft Excel
2 38 (1.81%) 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 41 (1.95%) Dynamics CRM
2 34 (1.62%) Endur
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%) OpenLink RightAngle
8 4 (0.19%) SAP ERP
9 2 (0.095%) IBM Planning Analytics
9 2 (0.095%) MIS ActiveH
9 2 (0.095%) NEC Housing
9 2 (0.095%) Oracle EBS
9 2 (0.095%) Temenos T24
10 1 (0.048%) Adobe Campaign
10 1 (0.048%) FastStats
10 1 (0.048%) Oracle Subledger Accounting
10 1 (0.048%) Shopify
10 1 (0.048%) Workday HCM
Cloud Services
1 872 (41.52%) Azure
2 603 (28.71%) AWS
3 499 (23.76%) Power Platform
4 352 (16.76%) GCP
5 188 (8.95%) Azure DevOps
6 135 (6.43%) Snowflake
7 128 (6.10%) Azure Data Factory
8 106 (5.05%) Power Automate
9 101 (4.81%) Amazon S3
10 92 (4.38%) PowerApps
11 88 (4.19%) Dynamics 365
12 82 (3.90%) Serverless
13 79 (3.76%) Azure Synapse Analytics
14 58 (2.76%) Microsoft 365
15 55 (2.62%) Matillion
16 54 (2.57%) dbt
17 53 (2.52%) SaaS
18 51 (2.43%) Amazon Kinesis
19 42 (2.00%) Amazon EC2
19 42 (2.00%) AWS Lambda
Communications & Networking
1 26 (1.24%) LAN
1 26 (1.24%) WAN
2 25 (1.19%) Internet
3 24 (1.14%) Firewall
4 18 (0.86%) DNS
5 14 (0.67%) HTTP
6 10 (0.48%) Network Security
6 10 (0.48%) TCP/IP
6 10 (0.48%) 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
1 696 (33.14%) Data Warehouse
2 480 (22.86%) Power BI
3 343 (16.33%) SQL Server
4 238 (11.33%) BigQuery
5 216 (10.29%) Data Lake
6 203 (9.67%) Looker
7 189 (9.00%) Metadata
8 178 (8.48%) Tableau
9 174 (8.29%) Relational Database
10 129 (6.14%) SQL Server Integration Services
11 121 (5.76%) Big Data
12 111 (5.29%) Amazon Redshift
13 97 (4.62%) NoSQL
14 81 (3.86%) Data Vault
15 75 (3.57%) Star Schema
16 73 (3.48%) SQL Server Reporting Services
17 72 (3.43%) RDBMS
17 72 (3.43%) SQL Server Analysis Services
18 65 (3.10%) Data Mining
19 61 (2.90%) MySQL
Development Applications
1 124 (5.90%) JIRA
2 120 (5.71%) Git
3 64 (3.05%) Jenkins
4 58 (2.76%) GitLab
5 34 (1.62%) Postman
6 18 (0.86%) ERwin
7 16 (0.76%) Visual Studio
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 7 (0.33%) SoapUI
10 6 (0.29%) ER Studio
11 5 (0.24%) Jaeger
11 5 (0.24%) Selenium
11 5 (0.24%) Sonatype Nexus
12 3 (0.14%) Cypress.io
13 2 (0.095%) Balsamiq
13 2 (0.095%) Mercurial
13 2 (0.095%) WebDriver
General
1 586 (27.90%) Analytical Skills
2 543 (25.86%) Social Skills
3 431 (20.52%) Finance
4 145 (6.90%) Inclusion and Diversity
5 120 (5.71%) Banking
6 93 (4.43%) Public Sector
7 88 (4.19%) Marketing
8 84 (4.00%) Law
9 81 (3.86%) Legal
10 78 (3.71%) Billing
11 74 (3.52%) Presentation Skills
12 60 (2.86%) Games
13 57 (2.71%) Retail
14 43 (2.05%) Organisational Skills
15 40 (1.90%) Retail Banking
16 38 (1.81%) Manufacturing
17 30 (1.43%) Influencing Skills
18 27 (1.29%) Telecoms
19 24 (1.14%) Financial Institution
20 23 (1.10%) Pharmaceutical
Job Titles
1 526 (25.05%) Architect
2 448 (21.33%) Data Engineer
3 401 (19.10%) Senior
4 382 (18.19%) Data Architect
5 268 (12.76%) Developer
6 246 (11.71%) Analyst
7 144 (6.86%) Lead
8 108 (5.14%) Data Manager
9 106 (5.05%) Data Analyst
10 105 (5.00%) Business Intelligence Developer
11 104 (4.95%) Solutions Architect
12 101 (4.81%) Senior Architect
13 99 (4.71%) Senior Data Engineer
14 80 (3.81%) Engineering Manager
15 76 (3.62%) Consultant
16 70 (3.33%) Senior Data Architect
17 66 (3.14%) Senior Analyst
18 59 (2.81%) Senior Developer
19 57 (2.71%) Power BI Developer
20 56 (2.67%) Business Analyst
Libraries, Frameworks & Software Standards
1 76 (3.62%) PySpark
2 71 (3.38%) JSON
3 66 (3.14%) .NET
4 60 (2.86%) Kafka
5 49 (2.33%) CSS
6 46 (2.19%) HTML
6 46 (2.19%) RESTful
7 39 (1.86%) Spring Boot
7 39 (1.86%) Web Services
8 36 (1.71%) REST
8 36 (1.71%) XML
9 35 (1.67%) Spring
10 34 (1.62%) React
11 31 (1.48%) ASP.NET
12 27 (1.29%) Node.js
13 22 (1.05%) .NET Framework
13 22 (1.05%) Apache Beam
14 20 (0.95%) NumPy
14 20 (0.95%) TensorFlow
15 19 (0.90%) Pandas
Miscellaneous
1 189 (9.00%) Self-Motivation
2 174 (8.29%) Management Information System
3 170 (8.10%) Data Structures
4 121 (5.76%) Product Ownership
5 105 (5.00%) Algorithms
6 63 (3.00%) Public Cloud
7 62 (2.95%) Reinsurance
8 51 (2.43%) Onboarding
9 50 (2.38%) Cloud Native
10 37 (1.76%) Taxonomies
11 34 (1.62%) Distributed Systems
12 33 (1.57%) Swaptions
13 30 (1.43%) Reference Data
14 28 (1.33%) NHS
15 26 (1.24%) Legacy Systems
16 20 (0.95%) Client/Server
16 20 (0.95%) Greenfield Project
17 18 (0.86%) IoT
18 17 (0.81%) Data Centre
19 16 (0.76%) Blog
Operating Systems
1 33 (1.57%) Linux
2 23 (1.10%) Windows
3 8 (0.38%) Android
3 8 (0.38%) Apple iOS
4 5 (0.24%) Unix
5 2 (0.095%) Windows Server
Processes & Methodologies
1 840 (40.00%) ETL
2 781 (37.19%) Analytics
3 664 (31.62%) Business Intelligence
4 660 (31.43%) Problem-Solving
5 576 (27.43%) Data Engineering
6 548 (26.10%) Agile
7 481 (22.90%) Data Architecture
8 417 (19.86%) Data Science
9 402 (19.14%) Data Governance
10 397 (18.90%) Data Integration
11 392 (18.67%) DevOps
12 384 (18.29%) Visualisation
13 318 (15.14%) Data Management
14 305 (14.52%) Mentoring
15 301 (14.33%) Data Analysis
16 285 (13.57%) Data Pipeline
17 279 (13.29%) Data Analytics
18 255 (12.14%) Roadmaps
19 254 (12.10%) Machine Learning
20 253 (12.05%) Data Visualisation
Programming Languages
1 919 (43.76%) SQL
2 582 (27.71%) Python
3 151 (7.19%) Java
4 119 (5.67%) C#
5 116 (5.52%) Data Analysis Expressions
6 103 (4.90%) T-SQL
7 99 (4.71%) R
8 82 (3.90%) JavaScript
9 62 (2.95%) Scala
10 37 (1.76%) VB
11 33 (1.57%) MATLAB
12 31 (1.48%) PowerShell
13 28 (1.33%) PHP
14 25 (1.19%) C
15 13 (0.62%) PL/SQL
15 13 (0.62%) TypeScript
16 11 (0.52%) Apex Code
17 9 (0.43%) VBA
18 7 (0.33%) Go
19 6 (0.29%) Bash
Qualifications
1 445 (21.19%) Degree
2 168 (8.00%) Computer Science Degree
3 99 (4.71%) Security Cleared
4 79 (3.76%) Master's Degree
5 56 (2.67%) Microsoft Certification
6 54 (2.57%) SC Cleared
7 41 (1.95%) Azure Certification
8 32 (1.52%) DV Cleared
9 22 (1.05%) Numerate Degree
10 20 (0.95%) PhD
11 19 (0.90%) AWS Certification
11 19 (0.90%) MBA
12 16 (0.76%) CISSP
13 15 (0.71%) CISM
13 15 (0.71%) CRISC
13 15 (0.71%) GIAC
13 15 (0.71%) ISSMP
14 13 (0.62%) BPSS Clearance
14 13 (0.62%) DBS Check
15 10 (0.48%) IIBA
Quality Assurance & Compliance
1 518 (24.67%) Data Quality
2 182 (8.67%) GDPR
3 158 (7.52%) QA
4 47 (2.24%) Accessibility
5 15 (0.71%) COBIT
6 14 (0.67%) California Consumer Privacy Act
7 10 (0.48%) Actionable Recommendations
8 6 (0.29%) 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
13 1 (0.048%) Cyber Essentials
13 1 (0.048%) Good Clinical Practice
13 1 (0.048%) HIPAA
13 1 (0.048%) HMG Security Policy Framework
System Software
1 47 (2.24%) Docker
2 12 (0.57%) HDFS
3 11 (0.52%) Active Directory
4 4 (0.19%) Virtual Machines
Systems Management
1 69 (3.29%) Terraform
2 53 (2.52%) Kubernetes
3 28 (1.33%) Ansible
4 8 (0.38%) logstash
5 5 (0.24%) Kiali
6 4 (0.19%) Oracle Enterprise Manager
7 3 (0.14%) Active Directory Federation Services
7 3 (0.14%) Grafana
8 2 (0.095%) Kibana
8 2 (0.095%) Single Sign-On
9 1 (0.048%) Enterprise Manager Cloud Control
9 1 (0.048%) Prometheus
9 1 (0.048%) WebSphere Cast Iron
Vendors
1 383 (18.24%) Microsoft
2 246 (11.71%) Google
3 242 (11.52%) Databricks
4 169 (8.05%) Oracle
5 100 (4.76%) Informatica
6 65 (3.10%) SAP
7 48 (2.29%) Salesforce
8 36 (1.71%) TIBCO
9 34 (1.62%) OpenLink
9 34 (1.62%) Sybase
10 21 (1.00%) Alteryx
10 21 (1.00%) Fortinet
10 21 (1.00%) Juniper
10 21 (1.00%) Sandvine
11 18 (0.86%) IBM
12 17 (0.81%) Cloudera
13 15 (0.71%) Alibaba
14 14 (0.67%) Talend
15 13 (0.62%) Adobe
16 11 (0.52%) Teradata