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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 113 109 99
Rank change year-on-year -4 -10 +63
Permanent jobs citing Data Modelling 2,101 2,744 4,796
As % of all permanent jobs advertised in England 2.43% 3.10% 3.50%
As % of the Processes & Methodologies category 2.86% 3.24% 3.65%
Number of salaries quoted 1,386 1,555 2,448
10th Percentile £41,250 £43,750 £42,000
25th Percentile £51,036 £51,750 £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 £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 73,567 84,580 131,290
As % of all permanent jobs advertised in England 85.06% 95.60% 95.84%
Number of salaries quoted 53,896 50,324 73,626
10th Percentile £29,000 £34,324 £33,500
25th Percentile £40,000 £46,125 £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 £73,000 £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 20 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 20 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 +3 913 £75,000 -5.96% 339
North of England +38 412 £61,206 +2.01% 93
Midlands +24 270 £55,000 +10.00% 73
South East +5 261 £64,250 +7.08% 81
North West +77 247 £67,500 +28.57% 54
West Midlands +26 200 £57,500 +14.43% 57
South West -40 149 £55,000 -8.33% 35
Yorkshire -5 106 £47,500 -26.92% 26
East of England -49 74 £47,143 -18.01% 17
East Midlands +9 70 £45,000 -5.26% 16
North East +14 59 £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 (2.62%) Apache
3 52 (2.48%) 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
Applications
1 93 (4.43%) Microsoft Excel
2 39 (1.86%) 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%) SAP ERP
9 3 (0.14%) Dynamics AX
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%) Adobe Campaign
11 1 (0.048%) Data Workbench
11 1 (0.048%) Shopify
11 1 (0.048%) Workday HCM
Cloud Services
1 888 (42.27%) Azure
2 606 (28.84%) AWS
3 517 (24.61%) Power Platform
4 347 (16.52%) GCP
5 191 (9.09%) Azure DevOps
6 137 (6.52%) Azure Data Factory
7 132 (6.28%) Snowflake
8 107 (5.09%) Power Automate
9 100 (4.76%) Amazon S3
10 92 (4.38%) PowerApps
11 87 (4.14%) Dynamics 365
12 84 (4.00%) Azure Synapse Analytics
13 78 (3.71%) Serverless
14 60 (2.86%) Microsoft 365
15 53 (2.52%) Amazon Kinesis
15 53 (2.52%) dbt
15 53 (2.52%) Matillion
16 51 (2.43%) SaaS
17 43 (2.05%) Amazon EC2
18 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
1 710 (33.79%) Data Warehouse
2 498 (23.70%) Power BI
3 355 (16.90%) SQL Server
4 235 (11.19%) BigQuery
5 217 (10.33%) Data Lake
6 201 (9.57%) Looker
7 186 (8.85%) Metadata
8 182 (8.66%) Tableau
9 181 (8.61%) Relational Database
10 130 (6.19%) SQL Server Integration Services
11 122 (5.81%) Big Data
12 108 (5.14%) Amazon Redshift
13 101 (4.81%) NoSQL
14 86 (4.09%) Data Vault
15 79 (3.76%) RDBMS
16 75 (3.57%) SQL Server Reporting Services
17 72 (3.43%) SQL Server Analysis Services
18 71 (3.38%) Star Schema
19 64 (3.05%) Data Mining
20 61 (2.90%) MySQL
Development Applications
1 125 (5.95%) JIRA
2 124 (5.90%) Git
3 64 (3.05%) 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
1 597 (28.42%) Analytical Skills
2 549 (26.13%) Social Skills
3 410 (19.51%) Finance
4 146 (6.95%) Inclusion and Diversity
5 118 (5.62%) Banking
6 94 (4.47%) Marketing
6 94 (4.47%) Public Sector
7 82 (3.90%) Law
8 78 (3.71%) Billing
8 78 (3.71%) Legal
9 77 (3.66%) Presentation Skills
10 65 (3.09%) Games
11 56 (2.67%) Retail
12 43 (2.05%) Organisational Skills
13 41 (1.95%) Manufacturing
14 40 (1.90%) Retail Banking
15 30 (1.43%) Pharmaceutical
16 26 (1.24%) Telecoms
17 24 (1.14%) Financial Institution
18 21 (1.00%) Influencing Skills
Job Titles
1 522 (24.85%) Architect
2 448 (21.32%) Data Engineer
3 406 (19.32%) Senior
4 376 (17.90%) Data Architect
5 274 (13.04%) Developer
6 236 (11.23%) Analyst
7 147 (7.00%) Lead
8 109 (5.19%) Data Manager
9 108 (5.14%) Business Intelligence Developer
10 104 (4.95%) Data Analyst
11 99 (4.71%) Senior Architect
11 99 (4.71%) Solutions Architect
12 98 (4.66%) Senior Data Engineer
13 80 (3.81%) Engineering Manager
14 75 (3.57%) Consultant
15 68 (3.24%) Senior Data Architect
16 65 (3.09%) Senior Analyst
17 60 (2.86%) Senior Developer
18 56 (2.67%) Power BI Developer
19 54 (2.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 80 (3.81%) PySpark
2 69 (3.28%) JSON
3 67 (3.19%) .NET
4 61 (2.90%) Kafka
5 51 (2.43%) 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 (1.67%) React
11 34 (1.62%) Spring
11 34 (1.62%) XML
12 31 (1.48%) 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 (9.00%) Self-Motivation
2 178 (8.47%) Management Information System
3 166 (7.90%) Data Structures
4 120 (5.71%) Product Ownership
5 114 (5.43%) Algorithms
6 60 (2.86%) Reinsurance
7 59 (2.81%) Public Cloud
8 52 (2.48%) Onboarding
9 50 (2.38%) Cloud Native
10 41 (1.95%) Swaptions
11 35 (1.67%) Distributed Systems
12 34 (1.62%) Taxonomies
13 29 (1.38%) Reference Data
14 28 (1.33%) NHS
15 27 (1.29%) 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
1 836 (39.79%) ETL
2 778 (37.03%) Analytics
3 674 (32.08%) Business Intelligence
4 670 (31.89%) Problem-Solving
5 592 (28.18%) Data Engineering
6 547 (26.04%) Agile
7 478 (22.75%) Data Architecture
8 430 (20.47%) Data Science
9 404 (19.23%) DevOps
10 403 (19.18%) Data Governance
11 392 (18.66%) Visualisation
12 385 (18.32%) Data Integration
13 314 (14.95%) Data Management
14 302 (14.37%) Mentoring
15 300 (14.28%) Data Analysis
16 287 (13.66%) Data Analytics
16 287 (13.66%) Data Pipeline
17 263 (12.52%) Roadmaps
18 260 (12.38%) Computer Science
19 259 (12.33%) Data Visualisation
Programming Languages
1 915 (43.55%) SQL
2 580 (27.61%) Python
3 157 (7.47%) Java
4 122 (5.81%) C#
5 118 (5.62%) Data Analysis Expressions
6 100 (4.76%) R
6 100 (4.76%) T-SQL
7 83 (3.95%) JavaScript
8 62 (2.95%) Scala
9 46 (2.19%) VB
10 32 (1.52%) MATLAB
10 32 (1.52%) PowerShell
11 28 (1.33%) PHP
12 25 (1.19%) C
13 13 (0.62%) TypeScript
14 11 (0.52%) Apex Code
15 10 (0.48%) PL/SQL
15 10 (0.48%) VBA
16 9 (0.43%) Go
17 6 (0.29%) Bash
Qualifications
1 460 (21.89%) Degree
2 173 (8.23%) Computer Science Degree
3 95 (4.52%) Security Cleared
4 88 (4.19%) Master's Degree
5 53 (2.52%) Microsoft Certification
6 50 (2.38%) SC Cleared
7 42 (2.00%) Azure Certification
8 33 (1.57%) DV Cleared
9 27 (1.29%) PhD
10 22 (1.05%) Numerate Degree
11 19 (0.90%) MBA
12 17 (0.81%) 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 13 (0.62%) BPSS Clearance
16 10 (0.48%) IIBA
Quality Assurance & Compliance
1 515 (24.51%) Data Quality
2 180 (8.57%) GDPR
3 149 (7.09%) 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%) Good Clinical Practice
12 1 (0.048%) HIPAA
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 (3.38%) Terraform
2 52 (2.48%) 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
1 385 (18.32%) Microsoft
2 248 (11.80%) Databricks
3 240 (11.42%) Google
4 173 (8.23%) Oracle
5 100 (4.76%) Informatica
6 65 (3.09%) SAP
7 49 (2.33%) 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
12 16 (0.76%) Alibaba
12 16 (0.76%) IBM
13 13 (0.62%) Adobe
13 13 (0.62%) Talend
14 11 (0.52%) Teradata