Data Modelling Jobs

Data Modelling
UK

The table below provides summary statistics for permanent job vacancies requiring Data Modelling skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Modelling over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 124 125 111
Rank change year-on-year +1 -14 +39
Permanent jobs citing Data Modelling 1,939 2,239 5,809
As % of all permanent jobs advertised in the UK 2.15% 2.77% 3.31%
As % of the Processes & Methodologies category 2.62% 2.91% 3.44%
Number of salaries quoted 1,188 1,553 2,724
10th Percentile £41,250 £42,500 £41,250
25th Percentile £51,250 £51,250 £51,250
Median annual salary (50th Percentile) £70,000 £67,500 £67,500
Median % change year-on-year +3.70% - +12.50%
75th Percentile £87,500 £85,000 £85,000
90th Percentile £100,000 £101,185 £97,500
UK excluding London median annual salary £62,500 £57,500 £57,301
% change year-on-year +8.70% +0.35% +9.14%

All Process and Methodology Skills
UK

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 73,969 76,929 168,958
As % of all permanent jobs advertised in the UK 81.84% 95.34% 96.40%
Number of salaries quoted 48,628 50,249 85,709
10th Percentile £30,000 £33,750 £33,750
25th Percentile £40,000 £45,000 £44,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £73,750 £80,000 £80,000
90th Percentile £93,750 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +6.06%

Data Modelling
Job Vacancy Trend

Job postings citing Data Modelling as a proportion of all IT jobs advertised.

Job vacancy trend for Data Modelling in the UK

Data Modelling
Salary Trend

3-month moving average salary quoted in jobs citing Data Modelling.

Salary trend for Data Modelling in the UK

Data Modelling
Salary Histogram

Salary distribution for jobs citing Data Modelling over the 6 months to 26 July 2024.

Salary histogram for Data Modelling in the UK

Data Modelling
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the UK over the 6 months to 26 July 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
England +1 1,665 £70,000 +3.70% 217
UK excluding London +7 1,119 £62,500 +8.70% 153
London -1 752 £78,750 -1.56% 90
Work from Home -54 582 £67,500 +2.19% 130
North of England +8 309 £67,500 +17.39% 45
South East 0 229 £70,000 +27.27% 30
North West +80 198 £75,000 +36.36% 24
Scotland +27 178 £65,000 +4.00% 7
Midlands -5 178 £57,500 +7.48% 23
South West -10 126 £67,500 +12.04% 27
West Midlands -10 123 £57,500 +0.44% 13
Yorkshire -28 87 £50,000 -20.00% 11
East Midlands 0 55 £55,000 +15.79% 10
East of England -10 55 £47,143 -21.43% 10
Wales +44 37 £57,500 +0.65% 3
North East -16 24 £71,500 +10.00% 10
Northern Ireland +18 5 £50,000 -23.08% 7
Isle of Man - 3 £82,500 - 1
Channel Islands - 1 - - 1

Data Modelling
Co-occurring Skills and Capabilities 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 92 (4.74%) Apache Spark
2 51 (2.63%) SAS
3 43 (2.22%) Apache
4 36 (1.86%) Apache Airflow
5 31 (1.60%) SharePoint
6 27 (1.39%) Microsoft Exchange
7 21 (1.08%) GemFire
8 20 (1.03%) Confluence
9 7 (0.36%) Oracle Workflow
10 5 (0.26%) CMS
11 3 (0.15%) Jupyter
12 2 (0.10%) Adobe Experience Manager
12 2 (0.10%) BizTalk Server
12 2 (0.10%) Moodle
13 1 (0.052%) Apache Pulsar
13 1 (0.052%) Appian
13 1 (0.052%) IBM HTTP Server
Applications
1 87 (4.49%) Microsoft Excel
2 38 (1.96%) Microsoft Office
3 24 (1.24%) Microsoft PowerPoint
4 14 (0.72%) MS Visio
4 14 (0.72%) Trello
5 11 (0.57%) Chatbot
6 8 (0.41%) Spreadsheet
7 1 (0.052%) SPSS
Business Applications
1 30 (1.55%) Dynamics CRM
2 24 (1.24%) Endur
3 13 (0.67%) Sparx Enterprise Architect
4 9 (0.46%) SAP BPC
4 9 (0.46%) SAP S/4HANA
5 8 (0.41%) Oracle EBS
6 7 (0.36%) NetSuite
6 7 (0.36%) Oracle EBS R12
6 7 (0.36%) Oracle Financials
6 7 (0.36%) Oracle iProcurement
7 5 (0.26%) Odoo
8 4 (0.21%) SAP ERP
8 4 (0.21%) Teamcenter
9 3 (0.15%) SAP CO
9 3 (0.15%) SAP FI
9 3 (0.15%) SAP FI/CO
10 2 (0.10%) Dynamics AX
10 2 (0.10%) IBM Planning Analytics
10 2 (0.10%) MIS ActiveH
10 2 (0.10%) Oracle ERP
Cloud Services
1 820 (42.29%) Azure
2 545 (28.11%) AWS
3 505 (26.04%) Power Platform
4 284 (14.65%) GCP
5 198 (10.21%) Azure DevOps
6 170 (8.77%) Azure Data Factory
7 123 (6.34%) Azure Synapse Analytics
8 98 (5.05%) Amazon S3
9 90 (4.64%) PowerApps
10 85 (4.38%) Snowflake
11 81 (4.18%) Dynamics 365
12 73 (3.76%) Power Automate
13 62 (3.20%) Microsoft 365
14 51 (2.63%) Amazon EC2
15 47 (2.42%) Serverless
16 44 (2.27%) Amazon Kinesis
17 39 (2.01%) dbt
18 36 (1.86%) SaaS
19 33 (1.70%) Azure Logic Apps
20 25 (1.29%) Cloud Computing
Communications & Networking
1 47 (2.42%) Kerberos
2 18 (0.93%) Firewall
3 12 (0.62%) DNS
4 11 (0.57%) HTTP
5 10 (0.52%) LAN
5 10 (0.52%) WAN
6 8 (0.41%) VPN
6 8 (0.41%) Wireless
7 7 (0.36%) SSL
8 6 (0.31%) Internet
8 6 (0.31%) Network Security
9 5 (0.26%) TCP/IP
9 5 (0.26%) VLAN
10 4 (0.21%) BGP
10 4 (0.21%) Intrusion Detection
10 4 (0.21%) IPsec
10 4 (0.21%) MPLS
10 4 (0.21%) NGFW
10 4 (0.21%) OSPF
11 3 (0.15%) NaaS
Database & Business Intelligence
1 649 (33.47%) Data Warehouse
2 481 (24.81%) Power BI
3 235 (12.12%) SQL Server
4 204 (10.52%) Tableau
5 192 (9.90%) BigQuery
6 188 (9.70%) Data Lake
7 178 (9.18%) Metadata
8 163 (8.41%) Looker
9 151 (7.79%) Relational Database
10 135 (6.96%) Big Data
11 128 (6.60%) SQL Server Integration Services
12 121 (6.24%) NoSQL
13 104 (5.36%) Amazon Redshift
14 86 (4.44%) Data Vault
15 65 (3.35%) Data Mining
15 65 (3.35%) RDBMS
16 64 (3.30%) Azure SQL Database
17 61 (3.15%) SQL Server Reporting Services
18 56 (2.89%) Power Query
19 52 (2.68%) SQL Server Analysis Services
Development Applications
1 187 (9.64%) Git
2 95 (4.90%) JIRA
3 91 (4.69%) Jenkins
4 54 (2.78%) Bitbucket
5 44 (2.27%) Artifactory
6 32 (1.65%) Postman
7 26 (1.34%) Jaeger
8 20 (1.03%) GitLab
9 18 (0.93%) ERwin
10 17 (0.88%) Subversion
11 16 (0.83%) Visual Studio
12 10 (0.52%) ER Studio
13 5 (0.26%) Selenium
13 5 (0.26%) SoapUI
13 5 (0.26%) Sonatype Nexus
13 5 (0.26%) Team Foundation Server
14 3 (0.15%) Cypress.io
14 3 (0.15%) GoCD
15 2 (0.10%) CircleCI
15 2 (0.10%) MLflow
General
1 528 (27.23%) Social Skills
2 506 (26.10%) Analytical Skills
3 454 (23.41%) Finance
4 209 (10.78%) Inclusion and Diversity
5 154 (7.94%) Law
6 114 (5.88%) Banking
7 100 (5.16%) Marketing
8 95 (4.90%) Legal
9 81 (4.18%) Billing
10 75 (3.87%) Public Sector
11 68 (3.51%) Presentation Skills
12 67 (3.46%) Pharmaceutical
13 46 (2.37%) Retail
14 40 (2.06%) Games
15 35 (1.81%) Retail Banking
16 29 (1.50%) Organisational Skills
17 25 (1.29%) Investment Banking
18 21 (1.08%) Financial Institution
18 21 (1.08%) Telecoms
19 19 (0.98%) Manufacturing
Job Titles
1 442 (22.80%) Architect
2 385 (19.86%) Senior
3 372 (19.19%) Data Engineer
4 299 (15.42%) Data Architect
5 251 (12.94%) Developer
6 249 (12.84%) Analyst
7 232 (11.96%) Lead
8 116 (5.98%) Data Analyst
9 115 (5.93%) Software Engineer
10 110 (5.67%) Data Manager
11 85 (4.38%) Engineering Manager
11 85 (4.38%) Solutions Architect
12 80 (4.13%) Senior Data Engineer
13 73 (3.76%) Senior Architect
14 72 (3.71%) Business Intelligence Developer
15 65 (3.35%) Lead Software Engineer
16 54 (2.78%) Consultant
17 53 (2.73%) Senior Analyst
18 52 (2.68%) Lead Data Engineer
19 49 (2.53%) Business Analyst
Libraries, Frameworks & Software Standards
1 100 (5.16%) JSON
2 88 (4.54%) RESTful
3 80 (4.13%) XML
4 77 (3.97%) Kafka
4 77 (3.97%) Web Services
5 74 (3.82%) Spring Boot
6 70 (3.61%) Spring
7 66 (3.40%) PySpark
7 66 (3.40%) REST
8 63 (3.25%) HTML
9 59 (3.04%) CSS
10 51 (2.63%) .NET
10 51 (2.63%) LDAP
11 47 (2.42%) OpenID
12 44 (2.27%) JSON-LD
12 44 (2.27%) SAML
13 40 (2.06%) React
14 36 (1.86%) AngularJS
15 30 (1.55%) Node.js
16 28 (1.44%) ASP.NET
Miscellaneous
1 200 (10.31%) Management Information System
2 154 (7.94%) Algorithms
3 124 (6.40%) Data Structures
4 113 (5.83%) Product Ownership
5 109 (5.62%) Self-Motivation
6 93 (4.80%) Cloud Native
7 73 (3.76%) Onboarding
7 73 (3.76%) Reference Data
8 51 (2.63%) Enterprise Cloud
9 49 (2.53%) Life Science
10 41 (2.11%) Legacy Systems
11 37 (1.91%) Replication
12 26 (1.34%) Distributed Systems
13 24 (1.24%) Foreign Exchange (FX)
13 24 (1.24%) Public Cloud
14 23 (1.19%) Reinsurance
14 23 (1.19%) Swaptions
15 21 (1.08%) Legacy Code
16 18 (0.93%) Renewable Energy
17 17 (0.88%) Taxonomies
Operating Systems
1 31 (1.60%) Linux
2 18 (0.93%) Windows
3 11 (0.57%) Apple iOS
4 8 (0.41%) Unix
5 7 (0.36%) Android
6 3 (0.15%) Windows Server
Processes & Methodologies
1 688 (35.48%) ETL
2 624 (32.18%) Analytics
3 620 (31.98%) Business Intelligence
4 597 (30.79%) Agile
5 511 (26.35%) Problem-Solving
6 490 (25.27%) Data Engineering
7 485 (25.01%) Data Architecture
8 405 (20.89%) Visualisation
9 402 (20.73%) DevOps
10 362 (18.67%) Data Governance
11 341 (17.59%) Data Management
12 326 (16.81%) CI/CD
13 306 (15.78%) Data Science
14 293 (15.11%) Data Integration
15 287 (14.80%) Computer Science
16 282 (14.54%) Data Visualisation
17 263 (13.56%) Data Analysis
18 257 (13.25%) Roadmaps
19 256 (13.20%) Data Pipeline
20 246 (12.69%) Software Engineering
Programming Languages
1 872 (44.97%) SQL
2 467 (24.08%) Python
3 159 (8.20%) Java
4 98 (5.05%) R
5 95 (4.90%) C#
5 95 (4.90%) JavaScript
6 90 (4.64%) T-SQL
7 81 (4.18%) Data Analysis Expressions
8 52 (2.68%) Go
9 49 (2.53%) PowerShell
9 49 (2.53%) SPARQL
10 44 (2.27%) Prolog
11 40 (2.06%) Scala
12 34 (1.75%) MATLAB
13 28 (1.44%) PHP
13 28 (1.44%) PL/SQL
13 28 (1.44%) VB
14 23 (1.19%) Apex Code
15 21 (1.08%) Groovy
16 17 (0.88%) VBA
Qualifications
1 386 (19.91%) Degree
2 177 (9.13%) Computer Science Degree
3 116 (5.98%) Master's Degree
4 99 (5.11%) Security Cleared
5 55 (2.84%) PhD
6 50 (2.58%) SC Cleared
7 48 (2.48%) Microsoft Certification
8 35 (1.81%) Azure Certification
9 24 (1.24%) AWS Certification
10 21 (1.08%) DV Cleared
11 15 (0.77%) MBA
11 15 (0.77%) Numerate Degree
12 14 (0.72%) DBS Check
13 12 (0.62%) BPSS Clearance
14 11 (0.57%) CRISC
15 10 (0.52%) CISSP
15 10 (0.52%) IIBA
16 9 (0.46%) GIAC
16 9 (0.46%) ISSMP
16 9 (0.46%) PMI Certification
Quality Assurance & Compliance
1 417 (21.51%) Data Quality
2 145 (7.48%) QA
3 125 (6.45%) GDPR
4 31 (1.60%) Accessibility
5 14 (0.72%) California Consumer Privacy Act
6 9 (0.46%) COBIT
7 5 (0.26%) SLA
8 4 (0.21%) GRC
9 3 (0.15%) Actionable Recommendations
9 3 (0.15%) ISO 20022
9 3 (0.15%) SNOMED CT
10 2 (0.10%) HL7
10 2 (0.10%) ISO 9001
10 2 (0.10%) ISO/IEC 27001
10 2 (0.10%) PMO
11 1 (0.052%) GxP
11 1 (0.052%) HIPAA
11 1 (0.052%) NCSC
11 1 (0.052%) NIST
11 1 (0.052%) Software Quality Assurance
System Software
1 59 (3.04%) Active Directory
2 38 (1.96%) Docker
3 7 (0.36%) HDFS
Systems Management
1 76 (3.92%) Terraform
2 44 (2.27%) Kubernetes
3 24 (1.24%) Grafana
4 23 (1.19%) Ansible
5 21 (1.08%) HAProxy
5 21 (1.08%) ITRS Geneos
5 21 (1.08%) Kibana
5 21 (1.08%) Prometheus
5 21 (1.08%) Zipkin
6 5 (0.26%) Kiali
6 5 (0.26%) logstash
7 3 (0.15%) Oracle Enterprise Manager
8 2 (0.10%) Active Directory Federation Services
9 1 (0.052%) Single Sign-On
Vendors
1 341 (17.59%) Microsoft
2 224 (11.55%) Databricks
3 207 (10.68%) Google
4 141 (7.27%) Oracle
5 76 (3.92%) Informatica
6 51 (2.63%) Salesforce
7 44 (2.27%) SAP
8 31 (1.60%) TIBCO
9 28 (1.44%) Splunk
10 24 (1.24%) OpenLink
10 24 (1.24%) Sybase
11 21 (1.08%) Dynatrace
12 19 (0.98%) Alteryx
12 19 (0.98%) MuleSoft
13 14 (0.72%) ServiceNow
13 14 (0.72%) Sparx
14 11 (0.57%) Adobe
14 11 (0.57%) Talend
15 9 (0.46%) Alibaba
16 8 (0.41%) IFS