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 23 July 2026, with comparisons to the same periods in the previous two years.

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 275 212 241
Rank change year-on-year -63 +29 -48
Permanent jobs citing Data Analytics 180 248 365
As % of all permanent jobs with remote/hybrid work options 0.83% 1.50% 1.27%
As % of the Processes & Methodologies category 1.00% 1.61% 1.44%
Number of salaries quoted 117 140 236
10th Percentile £42,000 £31,400 £36,250
25th Percentile £47,500 £43,438 £46,182
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -7.14%
75th Percentile £90,000 £90,313 £78,750
90th Percentile £105,000 £112,500 £97,987
UK median annual salary £60,000 £63,000 £62,500
% change year-on-year -4.76% +0.80% -6.72%

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 17,957 15,368 25,424
As % of all permanent jobs with a WFH option 82.85% 93.21% 88.45%
Number of salaries quoted 13,054 9,086 18,978
10th Percentile £35,000 £29,750 £34,711
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 £55,043 £55,000
% change year-on-year +9.01% +0.08% -8.71%

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 23 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
3 1 (0.56%) Microsoft Exchange
Applications
1 18 (10.00%) Microsoft Excel
2 2 (1.11%) Microsoft Office
2 2 (1.11%) SPSS
3 1 (0.56%) Microsoft Project
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 15 (8.33%) GitHub
5 14 (7.78%) GitHub Copilot
6 10 (5.56%) Power Automate
7 8 (4.44%) Azure Logic Apps
7 8 (4.44%) PowerApps
8 7 (3.89%) AWS
8 7 (3.89%) Entra ID
8 7 (3.89%) Microsoft Purview
9 6 (3.33%) Azure Machine Learning
9 6 (3.33%) SaaS
9 6 (3.33%) Snowflake
10 4 (2.22%) Dynamics 365
10 4 (2.22%) GCP
11 3 (1.67%) Azure Data Factory
12 2 (1.11%) Azure Synapse Analytics
12 2 (1.11%) Microsoft 365
12 2 (1.11%) Veeva
Communications & Networking
1 11 (6.11%) CHAP
2 1 (0.56%) Firewall
2 1 (0.56%) GoToMeeting
2 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
4 12 (6.67%) Tableau
5 5 (2.78%) Power Query
5 5 (2.78%) SQL Server
6 4 (2.22%) Data Warehouse
7 3 (1.67%) Metadata
7 3 (1.67%) Oracle Reports
7 3 (1.67%) PowerPivot
7 3 (1.67%) SAS EBI
8 2 (1.11%) Looker
9 1 (0.56%) Data Mining
9 1 (0.56%) Db2
9 1 (0.56%) GIS
9 1 (0.56%) NoSQL
9 1 (0.56%) SAP BW
9 1 (0.56%) SAP HANA
9 1 (0.56%) Semantic Layer
Development Applications
1 4 (2.22%) Browser DevTools
2 1 (0.56%) JIRA
2 1 (0.56%) MLflow
General
1 78 (43.33%) Finance
2 50 (27.78%) Analytical Skills
3 48 (26.67%) Social Skills
4 23 (12.78%) Inclusion and Diversity
5 18 (10.00%) Games
5 18 (10.00%) Marketing
6 16 (8.89%) Banking
7 14 (7.78%) Aerospace
8 12 (6.67%) Financial Institution
9 7 (3.89%) Advertising
10 6 (3.33%) Public Sector
11 5 (2.78%) French Language
11 5 (2.78%) Legal
12 4 (2.22%) Retail
13 3 (1.67%) Automotive
13 3 (1.67%) Corporate Banking
13 3 (1.67%) General Ledger
13 3 (1.67%) Investment Banking
13 3 (1.67%) Law
14 2 (1.11%) Police
Job Titles
1 44 (24.44%) Analyst
2 36 (20.00%) Developer
3 34 (18.89%) Senior
4 33 (18.33%) Data Analyst
5 32 (17.78%) .NET Developer
6 21 (11.67%) Senior Analyst
7 17 (9.44%) Senior Data Analyst
8 15 (8.33%) Architect
9 14 (7.78%) Auditor
10 10 (5.56%) Internal Auditor
10 10 (5.56%) Security Auditor
11 9 (5.00%) Audit Manager
12 8 (4.44%) Data Manager
12 8 (4.44%) IT Manager
13 7 (3.89%) Administrator
13 7 (3.89%) IT Audit Manager
13 7 (3.89%) Lead
13 7 (3.89%) Solutions Architect
13 7 (3.89%) Systems Administrator
14 6 (3.33%) Data Analytics Analyst
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 1 (0.56%) .NET Framework
6 1 (0.56%) ARM Templates
6 1 (0.56%) LangChain
6 1 (0.56%) Middleware
6 1 (0.56%) PySpark
6 1 (0.56%) React
6 1 (0.56%) SAP PI
Miscellaneous
1 18 (10.00%) Greenfield Project
2 16 (8.89%) Management Information System
3 10 (5.56%) Data Structures
4 7 (3.89%) Product Ownership
5 6 (3.33%) Cyberattack
6 5 (2.78%) Blockchain
6 5 (2.78%) Onboarding
6 5 (2.78%) Virtual Team
7 4 (2.22%) Cloud Native
8 3 (1.67%) Self-Motivation
8 3 (1.67%) Social Media
9 2 (1.11%) IoT
9 2 (1.11%) Low-Code
10 1 (0.56%) AI Agents
10 1 (0.56%) Data Fabric
10 1 (0.56%) Educational Technology
10 1 (0.56%) Legacy Systems
10 1 (0.56%) Operational Technology
10 1 (0.56%) Reinsurance
10 1 (0.56%) Web Conferencing
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 55 (30.56%) Agile
3 51 (28.33%) Decision-Making
4 49 (27.22%) Problem-Solving
5 47 (26.11%) Data Analysis
6 43 (23.89%) AI
7 39 (21.67%) Roadmaps
8 38 (21.11%) Project Management
9 36 (20.00%) Actionable Insight
9 36 (20.00%) Full-Stack Development
10 33 (18.33%) Data Governance
10 33 (18.33%) Stakeholder Engagement
11 32 (17.78%) Business Intelligence
11 32 (17.78%) Data Management
12 30 (16.67%) DevOps
13 29 (16.11%) CI/CD
13 29 (16.11%) Continuous Improvement
13 29 (16.11%) Risk Management
14 28 (15.56%) Strategic Thinking
15 25 (13.89%) Data Transformation
Programming Languages
1 99 (55.00%) SQL
2 37 (20.56%) Python
3 34 (18.89%) C#
4 16 (8.89%) TypeScript
5 6 (3.33%) R
5 6 (3.33%) VBA
6 3 (1.67%) Data Analysis Expressions
7 1 (0.56%) ABAP
7 1 (0.56%) Ada
7 1 (0.56%) Bicep
7 1 (0.56%) C
7 1 (0.56%) C++
7 1 (0.56%) PowerShell
Qualifications
1 25 (13.89%) Degree
2 11 (6.11%) CGEIT
2 11 (6.11%) CISA
2 11 (6.11%) CISM
2 11 (6.11%) CISSP
2 11 (6.11%) FFIEC
2 11 (6.11%) SANS
3 5 (2.78%) Security Cleared
4 2 (1.11%) Azure Certification
4 2 (1.11%) Computer Science Degree
4 2 (1.11%) DBS Check
4 2 (1.11%) Master's Degree
4 2 (1.11%) SC Cleared
5 1 (0.56%) CBAP
5 1 (0.56%) CIMA
5 1 (0.56%) CIPFA
5 1 (0.56%) IIBA
5 1 (0.56%) ISACA
5 1 (0.56%) Microsoft Certification
5 1 (0.56%) Numerate Degree
Quality Assurance & Compliance
1 20 (11.11%) Data Quality
2 17 (9.44%) GDPR
3 16 (8.89%) QA
4 12 (6.67%) NIST
5 11 (6.11%) COBIT
6 10 (5.56%) 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%) PMO
8 1 (0.56%) WCAG
System Software
1 15 (8.33%) Docker
2 7 (3.89%) Active Directory
Systems Management
1 15 (8.33%) Kubernetes
2 1 (0.56%) Terraform
Vendors
1 63 (35.00%) Microsoft
2 9 (5.00%) Databricks
3 8 (4.44%) Salesforce
4 7 (3.89%) Oracle
4 7 (3.89%) SAP
5 5 (2.78%) Google
6 4 (2.22%) Alteryx
6 4 (2.22%) Informatica
6 4 (2.22%) OpenAI
7 3 (1.67%) HubSpot
7 3 (1.67%) Talend
8 1 (0.56%) Capita
8 1 (0.56%) Citrix
8 1 (0.56%) Civica
8 1 (0.56%) Cognizant
8 1 (0.56%) Dataiku
8 1 (0.56%) Foundry
8 1 (0.56%) Northgate
8 1 (0.56%) Orchard