Hybrid/Remote Data Analytics Job Trends

Data Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 17 July 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 275 209 240
Rank change year-on-year -66 +31 -41
Permanent jobs citing Data Analytics 180 253 408
As % of all permanent jobs with remote/hybrid work options 0.84% 1.53% 1.33%
As % of the Processes & Methodologies category 1.02% 1.64% 1.49%
Number of salaries quoted 119 145 273
10th Percentile £42,250 £29,848 £36,250
25th Percentile £47,500 £42,500 £43,806
Median annual salary (50th Percentile) £60,000 £62,500 £65,000
Median % change year-on-year -4.00% -3.85% -7.14%
75th Percentile £90,000 £85,000 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £63,750 £60,743
% change year-on-year -5.88% +4.95% -9.34%

All Process & Methodology Skills
Work from Home

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

Permanent vacancies with a requirement for process or methodology skills 17,722 15,381 27,304
As % of all permanent jobs with a WFH option 82.74% 93.27% 88.71%
Number of salaries quoted 12,904 9,107 20,627
10th Percentile £35,000 £29,887 £34,000
25th Percentile £44,972 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £78,750 £76,250
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £57,000 £55,000
% change year-on-year +5.26% +3.64% -8.84%

Data Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Analytics job vacancy trend for remote/hybrid jobs

Data Analytics
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics.

Salary distribution trend for jobs with remote/hybrid work options citing Data Analytics

Data Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analytics over the 6 months to 17 July 2026.

Data Analytics salary histogram for jobs with remote/hybrid work options

Data Analytics
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (2.78%) SAS
2 2 (1.11%) SharePoint
Applications
1 18 (10.00%) Microsoft Excel
2 2 (1.11%) SPSS
3 1 (0.56%) Microsoft Office
Business Applications
1 4 (2.22%) Dynamics CRM
2 1 (0.56%) Maximo
2 1 (0.56%) SAP PM
2 1 (0.56%) SAP S/4HANA
Cloud Services
1 58 (32.22%) Azure
2 53 (29.44%) Power Platform
3 18 (10.00%) Azure DevOps
4 14 (7.78%) GitHub
4 14 (7.78%) GitHub Copilot
5 11 (6.11%) Power Automate
6 8 (4.44%) AWS
6 8 (4.44%) Azure Logic Apps
6 8 (4.44%) PowerApps
7 7 (3.89%) Entra ID
7 7 (3.89%) Microsoft Purview
8 6 (3.33%) Azure Machine Learning
9 5 (2.78%) SaaS
9 5 (2.78%) Snowflake
10 4 (2.22%) Dynamics 365
10 4 (2.22%) GCP
11 3 (1.67%) Azure Data Factory
12 2 (1.11%) Amazon Bedrock
12 2 (1.11%) Azure Synapse Analytics
12 2 (1.11%) Veeva
Communications & Networking
1 13 (7.22%) CHAP
2 2 (1.11%) Broadband
3 1 (0.56%) Firewall
3 1 (0.56%) VPN
Database & Business Intelligence
1 43 (23.89%) Power BI
2 33 (18.33%) Azure SQL Database
3 32 (17.78%) MongoDB
4 12 (6.67%) Relational Database
5 10 (5.56%) Tableau
6 6 (3.33%) Power Query
7 4 (2.22%) Data Warehouse
7 4 (2.22%) PowerPivot
7 4 (2.22%) SQL Server
8 3 (1.67%) Metadata
8 3 (1.67%) Oracle Reports
8 3 (1.67%) SAS EBI
9 2 (1.11%) NoSQL
10 1 (0.56%) Data Mining
10 1 (0.56%) Db2
10 1 (0.56%) GIS
10 1 (0.56%) Looker
10 1 (0.56%) SAP BW
10 1 (0.56%) SAP Data Services
10 1 (0.56%) SAP HANA
Development Applications
1 4 (2.22%) Browser DevTools
2 1 (0.56%) Jenkins
2 1 (0.56%) MLflow
2 1 (0.56%) TeamCity
General
1 79 (43.89%) Finance
2 47 (26.11%) Analytical Skills
2 47 (26.11%) Social Skills
3 21 (11.67%) Inclusion and Diversity
4 18 (10.00%) Banking
4 18 (10.00%) Games
5 17 (9.44%) Marketing
6 14 (7.78%) Aerospace
6 14 (7.78%) Financial Institution
7 8 (4.44%) Advertising
8 5 (2.78%) French Language
8 5 (2.78%) Public Sector
8 5 (2.78%) Retail
9 4 (2.22%) Automotive
9 4 (2.22%) General Ledger
9 4 (2.22%) Legal
10 3 (1.67%) Corporate Banking
10 3 (1.67%) Investment Banking
10 3 (1.67%) Law
11 2 (1.11%) Police
Job Titles
1 44 (24.44%) Analyst
2 37 (20.56%) Developer
3 32 (17.78%) .NET Developer
3 32 (17.78%) Data Analyst
3 32 (17.78%) Senior
4 19 (10.56%) Senior Analyst
5 17 (9.44%) Senior Data Analyst
6 16 (8.89%) Auditor
7 15 (8.33%) Architect
8 12 (6.67%) Internal Auditor
8 12 (6.67%) Security Auditor
9 9 (5.00%) Audit Manager
10 8 (4.44%) Data Manager
10 8 (4.44%) IT Manager
11 7 (3.89%) Administrator
11 7 (3.89%) IT Audit Manager
11 7 (3.89%) Lead
11 7 (3.89%) Solutions Architect
11 7 (3.89%) Systems Administrator
12 6 (3.33%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 34 (18.89%) .NET
2 32 (17.78%) .NET Core
2 32 (17.78%) ASP.NET
2 32 (17.78%) ASP.NET Core
3 18 (10.00%) CSS
3 18 (10.00%) Entity Framework
3 18 (10.00%) HTML
4 14 (7.78%) AngularJS
4 14 (7.78%) SubSonic
4 14 (7.78%) Vue
5 4 (2.22%) JSON
6 2 (1.11%) React
7 1 (0.56%) .NET Framework
7 1 (0.56%) Akka
7 1 (0.56%) ARM Templates
7 1 (0.56%) LangChain
7 1 (0.56%) Middleware
7 1 (0.56%) PySpark
7 1 (0.56%) SAP PI
Miscellaneous
1 18 (10.00%) Greenfield Project
1 18 (10.00%) Management Information System
2 10 (5.56%) Data Structures
3 7 (3.89%) Product Ownership
4 6 (3.33%) Blockchain
4 6 (3.33%) Cyberattack
5 5 (2.78%) Onboarding
5 5 (2.78%) Virtual Team
6 4 (2.22%) Cloud Native
7 3 (1.67%) Self-Motivation
7 3 (1.67%) Social Media
8 2 (1.11%) IoT
8 2 (1.11%) Low-Code
8 2 (1.11%) Video\Live Streaming
9 1 (0.56%) AI Agents
9 1 (0.56%) Data Fabric
9 1 (0.56%) Legacy Systems
9 1 (0.56%) Operational Technology
9 1 (0.56%) Over-the-Top Content
9 1 (0.56%) Reinsurance
Operating Systems
1 1 (0.56%) AIX
1 1 (0.56%) Unix
1 1 (0.56%) Windows
Processes & Methodologies
1 180 (100.00%) Analytics
2 58 (32.22%) Agile
3 49 (27.22%) Data Analysis
3 49 (27.22%) Problem-Solving
4 48 (26.67%) Decision-Making
5 41 (22.78%) AI
6 39 (21.67%) Project Management
6 39 (21.67%) Roadmaps
7 36 (20.00%) Actionable Insight
7 36 (20.00%) Full-Stack Development
8 35 (19.44%) Stakeholder Engagement
9 32 (17.78%) Business Intelligence
9 32 (17.78%) Data Governance
9 32 (17.78%) Data Management
10 31 (17.22%) Risk Management
11 30 (16.67%) CI/CD
11 30 (16.67%) DevOps
12 29 (16.11%) Continuous Improvement
13 28 (15.56%) Strategic Thinking
14 25 (13.89%) Data Transformation
Programming Languages
1 99 (55.00%) SQL
2 37 (20.56%) Python
3 34 (18.89%) C#
4 17 (9.44%) TypeScript
5 6 (3.33%) R
5 6 (3.33%) VBA
6 3 (1.67%) Data Analysis Expressions
7 2 (1.11%) Scala
8 1 (0.56%) ABAP
8 1 (0.56%) Ada
8 1 (0.56%) Bicep
8 1 (0.56%) C
8 1 (0.56%) C++
8 1 (0.56%) PowerShell
Qualifications
1 24 (13.33%) Degree
2 13 (7.22%) CGEIT
2 13 (7.22%) CISA
2 13 (7.22%) CISM
2 13 (7.22%) CISSP
2 13 (7.22%) FFIEC
2 13 (7.22%) SANS
3 6 (3.33%) Security Cleared
4 3 (1.67%) SC Cleared
5 2 (1.11%) Azure Certification
5 2 (1.11%) Computer Science Degree
5 2 (1.11%) DBS Check
5 2 (1.11%) Master's Degree
6 1 (0.56%) ACCA
6 1 (0.56%) CBAP
6 1 (0.56%) IIBA
6 1 (0.56%) ISACA
6 1 (0.56%) Microsoft Certification
6 1 (0.56%) Numerate Degree
6 1 (0.56%) SAP Certification
Quality Assurance & Compliance
1 19 (10.56%) GDPR
2 18 (10.00%) Data Quality
3 16 (8.89%) QA
4 14 (7.78%) NIST
5 13 (7.22%) COBIT
6 9 (5.00%) Accessibility
7 8 (4.44%) Actionable Recommendations
8 1 (0.56%) IFRS
8 1 (0.56%) IFRS 17
8 1 (0.56%) PCI DSS
8 1 (0.56%) WCAG
System Software
1 16 (8.89%) Docker
2 7 (3.89%) Active Directory
Systems Management
1 16 (8.89%) Kubernetes
2 1 (0.56%) Terraform
Vendors
1 62 (34.44%) Microsoft
2 9 (5.00%) Databricks
3 7 (3.89%) Oracle
3 7 (3.89%) Salesforce
3 7 (3.89%) SAP
4 4 (2.22%) Alteryx
4 4 (2.22%) HubSpot
4 4 (2.22%) Informatica
4 4 (2.22%) OpenAI
5 3 (1.67%) Google
5 3 (1.67%) Talend
6 1 (0.56%) Capita
6 1 (0.56%) Citrix
6 1 (0.56%) Civica
6 1 (0.56%) Cognizant
6 1 (0.56%) Foundry
6 1 (0.56%) Northgate
6 1 (0.56%) Orchard