Data Modelling Jobs with Work from Home Options

Data Modelling
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 29 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 May 2024
Same period 2023 Same period 2022
Rank 129 96 118
Rank change year-on-year -33 +22 +35
Permanent jobs citing Data Modelling 837 1,319 2,429
As % of all permanent jobs with a WFH option 2.43% 3.33% 3.32%
As % of the Processes & Methodologies category 2.69% 3.46% 3.42%
Number of salaries quoted 623 789 1,297
10th Percentile £37,700 £43,750 £42,500
25th Percentile £47,500 £51,250 £52,500
Median annual salary (50th Percentile) £62,500 £65,000 £68,823
Median % change year-on-year -3.85% -5.55% +14.71%
75th Percentile £85,000 £83,750 £83,750
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £65,400 £67,500 £65,000
% change year-on-year -3.11% +3.85% +13.04%

All Process and Methodology Skills
Work from Home

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 with a WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,137 38,084 71,018
As % of all permanent jobs with a WFH option 90.42% 96.09% 97.13%
Number of salaries quoted 23,468 26,396 41,605
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,000
Median annual salary (50th Percentile) £57,500 £62,871 £60,000
Median % change year-on-year -8.54% +4.79% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Data Modelling
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Modelling as a proportion of all IT jobs advertised.

Data Modelling trend for jobs with a WFH option

Data Modelling
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Data Modelling.

Data Modelling salary trend for jobs with a WFH option

Data Modelling
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Data Modelling over the 6 months to 29 May 2024.

Data Modelling salary histogram for jobs with a WFH option

Data Modelling
Co-occurring Skills and Capabilities with WFH Options 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 45 (5.38%) Apache Spark
2 35 (4.18%) Microsoft Exchange
3 23 (2.75%) Apache Airflow
4 20 (2.39%) Apache
5 18 (2.15%) SharePoint
6 16 (1.91%) SAS
7 5 (0.60%) Confluence
8 2 (0.24%) Moodle
9 1 (0.12%) Apache Solr
9 1 (0.12%) CMS
Applications
1 47 (5.62%) Microsoft Excel
2 13 (1.55%) Microsoft Office
3 10 (1.19%) Spreadsheet
4 9 (1.08%) Microsoft PowerPoint
5 6 (0.72%) MS Visio
6 3 (0.36%) Trello
7 1 (0.12%) Chatbot
Business Applications
1 36 (4.30%) Endur
2 8 (0.96%) Dynamics CRM
3 6 (0.72%) NetSuite
4 5 (0.60%) Odoo
5 2 (0.24%) MIS ActiveH
5 2 (0.24%) NEC Housing
5 2 (0.24%) Oracle ERP
5 2 (0.24%) SAP S/4HANA
6 1 (0.12%) Data Workbench
6 1 (0.12%) Oracle EBS
6 1 (0.12%) SAP ERP
6 1 (0.12%) Shopify
6 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 309 (36.92%) Azure
2 217 (25.93%) Power Platform
3 169 (20.19%) AWS
4 86 (10.27%) Snowflake
5 83 (9.92%) Azure Data Factory
6 63 (7.53%) GCP
7 46 (5.50%) Matillion
8 45 (5.38%) Azure Synapse Analytics
9 41 (4.90%) Power Automate
10 37 (4.42%) dbt
11 34 (4.06%) Azure DevOps
11 34 (4.06%) SaaS
12 33 (3.94%) PowerApps
13 32 (3.82%) Serverless
14 31 (3.70%) Azure Cosmos DB
15 22 (2.63%) Amazon S3
15 22 (2.63%) Microsoft 365
16 15 (1.79%) Cloud Computing
16 15 (1.79%) Dynamics 365
17 13 (1.55%) Amazon Kinesis
Communications & Networking
1 10 (1.19%) Network Security
2 9 (1.08%) TCP/IP
3 7 (0.84%) DNS
3 7 (0.84%) Firewall
4 6 (0.72%) HTTP
5 5 (0.60%) BGP
5 5 (0.60%) Intrusion Detection
5 5 (0.60%) IPsec
5 5 (0.60%) LAN
5 5 (0.60%) NGFW
5 5 (0.60%) OSPF
5 5 (0.60%) SSL
5 5 (0.60%) VLAN
5 5 (0.60%) VPN
5 5 (0.60%) WAN
5 5 (0.60%) Wireless
6 4 (0.48%) Broadband
6 4 (0.48%) Internet
6 4 (0.48%) SMS
6 4 (0.48%) WPA
Database & Business Intelligence
1 234 (27.96%) Data Warehouse
2 207 (24.73%) Power BI
3 183 (21.86%) SQL Server
4 121 (14.46%) Data Lake
5 107 (12.78%) Relational Database
6 78 (9.32%) Tableau
7 64 (7.65%) Metadata
8 55 (6.57%) SQL Server Integration Services
9 53 (6.33%) PostgreSQL
10 49 (5.85%) Big Data
11 47 (5.62%) RDBMS
12 39 (4.66%) SQL Server Reporting Services
13 38 (4.54%) NoSQL
14 37 (4.42%) Star Schema
15 35 (4.18%) BigQuery
16 33 (3.94%) Elasticsearch
17 28 (3.35%) Amazon Redshift
17 28 (3.35%) Power Query
18 27 (3.23%) Hadoop
19 25 (2.99%) SQL Server Analysis Services
Development Applications
1 48 (5.73%) GitLab
2 33 (3.94%) Git
3 24 (2.87%) Jenkins
3 24 (2.87%) JIRA
4 8 (0.96%) Oracle Forms
5 7 (0.84%) ERwin
5 7 (0.84%) Visual Studio
6 5 (0.60%) Postman
6 5 (0.60%) SoapUI
7 4 (0.48%) Bitbucket
8 3 (0.36%) GoCD
8 3 (0.36%) Selenium
9 2 (0.24%) Balsamiq
9 2 (0.24%) Cypress.io
9 2 (0.24%) ER Studio
9 2 (0.24%) Subversion
9 2 (0.24%) Vite
10 1 (0.12%) IntelliJ
10 1 (0.12%) Mockito
10 1 (0.12%) WebDriver
General
1 281 (33.57%) Social Skills
2 174 (20.79%) Finance
3 163 (19.47%) Analytical Skills
4 70 (8.36%) Public Sector
5 65 (7.77%) Inclusion and Diversity
6 60 (7.17%) Legal
7 54 (6.45%) Banking
7 54 (6.45%) Games
7 54 (6.45%) Marketing
8 32 (3.82%) Presentation Skills
8 32 (3.82%) Retail
9 31 (3.70%) Law
10 20 (2.39%) Pharmaceutical
11 15 (1.79%) Influencing Skills
12 13 (1.55%) Advertising
12 13 (1.55%) Organisational Skills
13 12 (1.43%) Manufacturing
14 10 (1.19%) Local Government
15 8 (0.96%) Publishing
16 6 (0.72%) Wearables
Job Titles
1 201 (24.01%) Data Engineer
2 188 (22.46%) Senior
3 154 (18.40%) Architect
4 110 (13.14%) Data Architect
5 109 (13.02%) Developer
6 107 (12.78%) Analyst
7 66 (7.89%) Lead
8 52 (6.21%) Data Analyst
9 44 (5.26%) Senior Data Engineer
10 40 (4.78%) Business Intelligence Developer
11 37 (4.42%) Consultant
12 33 (3.94%) Senior Analyst
13 31 (3.70%) Data Manager
13 31 (3.70%) Senior Manager
14 25 (2.99%) Lead Data Engineer
15 24 (2.87%) Solutions Architect
16 23 (2.75%) Development Manager
16 23 (2.75%) Power BI Developer
16 23 (2.75%) Senior Development Manager
17 21 (2.51%) Analytics Manager
Libraries, Frameworks & Software Standards
1 31 (3.70%) .NET
2 26 (3.11%) Web Services
3 25 (2.99%) Kafka
4 24 (2.87%) RESTful
5 23 (2.75%) CSS
6 20 (2.39%) PySpark
7 18 (2.15%) React
8 17 (2.03%) HTML
9 15 (1.79%) Django
9 15 (1.79%) REST
10 14 (1.67%) ASP.NET
10 14 (1.67%) JSON
11 13 (1.55%) RabbitMQ
11 13 (1.55%) XML
12 9 (1.08%) MDX
13 8 (0.96%) Pandas
14 7 (0.84%) Node.js
14 7 (0.84%) SOAP
15 6 (0.72%) .NET Framework
15 6 (0.72%) ODBC
Miscellaneous
1 96 (11.47%) Data Structures
2 78 (9.32%) Management Information System
3 74 (8.84%) Algorithms
4 41 (4.90%) Self-Motivation
5 38 (4.54%) Product Ownership
6 35 (4.18%) Swaptions
7 21 (2.51%) Life Science
8 17 (2.03%) Cloud Native
8 17 (2.03%) Onboarding
9 16 (1.91%) Client/Server
9 16 (1.91%) IoT
9 16 (1.91%) NHS
10 14 (1.67%) Taxonomies
11 13 (1.55%) Online Games
12 12 (1.43%) Public Cloud
13 11 (1.31%) Distributed Systems
14 10 (1.19%) Freedom of Information
15 9 (1.08%) Greenfield Project
15 9 (1.08%) Legacy Systems
15 9 (1.08%) Renewable Energy
Operating Systems
1 20 (2.39%) Linux
2 9 (1.08%) Windows
3 8 (0.96%) Android
3 8 (0.96%) Apple iOS
4 3 (0.36%) Windows Server
5 1 (0.12%) Unix
Processes & Methodologies
1 357 (42.65%) Analytics
2 291 (34.77%) ETL
3 282 (33.69%) Business Intelligence
4 210 (25.09%) Data Science
5 193 (23.06%) Data Engineering
6 168 (20.07%) Agile
7 164 (19.59%) Visualisation
8 160 (19.12%) Problem-Solving
9 157 (18.76%) Data Pipeline
10 148 (17.68%) Data Analytics
11 145 (17.32%) Data Governance
12 144 (17.20%) Data Integration
13 135 (16.13%) Roadmaps
14 133 (15.89%) Data Management
15 131 (15.65%) Data Analysis
16 129 (15.41%) Data Strategy
17 126 (15.05%) Computer Science
18 119 (14.22%) DevOps
19 117 (13.98%) Data Architecture
20 116 (13.86%) Data Visualisation
Programming Languages
1 420 (50.18%) SQL
2 295 (35.24%) Python
3 80 (9.56%) C#
4 73 (8.72%) Java
5 54 (6.45%) T-SQL
6 44 (5.26%) Data Analysis Expressions
7 40 (4.78%) JavaScript
8 36 (4.30%) R
9 35 (4.18%) VB
10 23 (2.75%) C
11 19 (2.27%) Scala
12 12 (1.43%) PowerShell
13 9 (1.08%) TypeScript
14 8 (0.96%) Go
15 7 (0.84%) Bash
16 6 (0.72%) VBA
17 4 (0.48%) Kusto Query Language
17 4 (0.48%) VB.NET
18 3 (0.36%) Ruby
18 3 (0.36%) Shell Script
Qualifications
1 186 (22.22%) Degree
2 74 (8.84%) Computer Science Degree
3 47 (5.62%) Master's Degree
4 42 (5.02%) Security Cleared
5 40 (4.78%) SC Cleared
6 33 (3.94%) Microsoft Certification
7 18 (2.15%) Numerate Degree
8 17 (2.03%) PhD
9 13 (1.55%) DV Cleared
10 11 (1.31%) DBS Check
11 10 (1.19%) MBA
12 8 (0.96%) Azure Certification
13 6 (0.72%) TOGAF Certification
14 5 (0.60%) CCIE
14 5 (0.60%) Cisco Certification
14 5 (0.60%) HNC
14 5 (0.60%) JNCIE
15 4 (0.48%) CISM
15 4 (0.48%) CISSP
15 4 (0.48%) PMI Certification
Quality Assurance & Compliance
1 165 (19.71%) Data Quality
2 34 (4.06%) GDPR
3 27 (3.23%) QA
4 18 (2.15%) Accessibility
5 5 (0.60%) California Consumer Privacy Act
6 4 (0.48%) COBIT
6 4 (0.48%) Solvency II
7 3 (0.36%) ISO/IEC 27001
8 2 (0.24%) Actionable Recommendations
8 2 (0.24%) ISO 9001
9 1 (0.12%) Cyber Essentials
9 1 (0.12%) GxP
9 1 (0.12%) HMG Security Policy Framework
9 1 (0.12%) SNOMED CT
System Software
1 33 (3.94%) Docker
2 4 (0.48%) Virtual Machines
3 2 (0.24%) Active Directory
4 1 (0.12%) HDFS
Systems Management
1 36 (4.30%) Kubernetes
2 26 (3.11%) Terraform
3 12 (1.43%) Ansible
4 8 (0.96%) logstash
5 3 (0.36%) Grafana
6 2 (0.24%) Single Sign-On
Vendors
1 164 (19.59%) Microsoft
2 114 (13.62%) Databricks
3 64 (7.65%) Oracle
4 37 (4.42%) TIBCO
5 36 (4.30%) OpenLink
5 36 (4.30%) Sybase
6 30 (3.58%) SAP
7 25 (2.99%) Salesforce
8 22 (2.63%) Google
9 18 (2.15%) Informatica
10 11 (1.31%) Talend
11 10 (1.19%) IBM
11 10 (1.19%) Teradata
12 9 (1.08%) Alteryx
13 7 (0.84%) F5
14 6 (0.72%) Cognos
14 6 (0.72%) Facebook
14 6 (0.72%) Jitterbit
15 4 (0.48%) Adobe
15 4 (0.48%) Alibaba