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

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 265 197 248
Rank change year-on-year -68 +51 -54
Permanent jobs citing Data Analytics 177 259 420
As % of all permanent jobs with remote/hybrid work options 0.83% 1.57% 1.32%
As % of the Processes & Methodologies category 1.00% 1.68% 1.49%
Number of salaries quoted 117 150 282
10th Percentile £42,500 £29,306 £36,250
25th Percentile £47,500 £41,250 £43,764
Median annual salary (50th Percentile) £62,500 £62,500 £65,000
Median % change year-on-year - -3.85% -7.14%
75th Percentile £90,000 £84,063 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £63,000 £60,159
% change year-on-year -4.76% +4.72% -10.21%

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 17,659 15,399 28,229
As % of all permanent jobs with a WFH option 82.69% 93.29% 88.75%
Number of salaries quoted 12,868 9,127 21,456
10th Percentile £35,000 £29,887 £33,750
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 £75,772
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £57,201 £55,000
% change year-on-year +4.89% +4.00% -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 16 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 (2.82%) SAS
2 2 (1.13%) SharePoint
Applications
1 17 (9.60%) Microsoft Excel
2 2 (1.13%) SPSS
3 1 (0.56%) Microsoft Office
Business Applications
1 4 (2.26%) Dynamics CRM
2 1 (0.56%) Maximo
2 1 (0.56%) SAP PM
2 1 (0.56%) SAP S/4HANA
Cloud Services
1 58 (32.77%) Azure
2 51 (28.81%) Power Platform
3 18 (10.17%) Azure DevOps
4 14 (7.91%) GitHub
4 14 (7.91%) GitHub Copilot
5 11 (6.21%) Power Automate
6 8 (4.52%) AWS
6 8 (4.52%) Azure Logic Apps
6 8 (4.52%) PowerApps
7 7 (3.95%) Entra ID
7 7 (3.95%) Microsoft Purview
8 6 (3.39%) Azure Machine Learning
8 6 (3.39%) SaaS
9 5 (2.82%) Snowflake
10 4 (2.26%) Dynamics 365
10 4 (2.26%) GCP
11 3 (1.69%) Azure Data Factory
12 2 (1.13%) Amazon Bedrock
12 2 (1.13%) Anthropic Claude
12 2 (1.13%) Azure Synapse Analytics
Communications & Networking
1 13 (7.34%) CHAP
2 2 (1.13%) Broadband
3 1 (0.56%) Firewall
3 1 (0.56%) VPN
Database & Business Intelligence
1 41 (23.16%) Power BI
2 33 (18.64%) Azure SQL Database
3 32 (18.08%) MongoDB
4 12 (6.78%) Relational Database
5 9 (5.08%) Tableau
6 6 (3.39%) Power Query
7 4 (2.26%) Data Warehouse
7 4 (2.26%) PowerPivot
7 4 (2.26%) SQL Server
8 3 (1.69%) Metadata
8 3 (1.69%) Oracle Reports
8 3 (1.69%) SAS EBI
9 2 (1.13%) 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 (2.26%) Browser DevTools
2 1 (0.56%) Jenkins
2 1 (0.56%) MLflow
2 1 (0.56%) TeamCity
General
1 76 (42.94%) Finance
2 46 (25.99%) Analytical Skills
2 46 (25.99%) Social Skills
3 20 (11.30%) Inclusion and Diversity
4 18 (10.17%) Banking
4 18 (10.17%) Games
5 16 (9.04%) Marketing
6 14 (7.91%) Aerospace
6 14 (7.91%) Financial Institution
7 8 (4.52%) Advertising
8 5 (2.82%) French Language
8 5 (2.82%) Public Sector
8 5 (2.82%) Retail
9 4 (2.26%) Automotive
9 4 (2.26%) General Ledger
9 4 (2.26%) Legal
10 3 (1.69%) Corporate Banking
10 3 (1.69%) Investment Banking
10 3 (1.69%) Law
11 2 (1.13%) Police
Job Titles
1 42 (23.73%) Analyst
2 37 (20.90%) Developer
3 32 (18.08%) .NET Developer
3 32 (18.08%) Senior
4 31 (17.51%) Data Analyst
5 19 (10.73%) Senior Analyst
6 17 (9.60%) Senior Data Analyst
7 16 (9.04%) Auditor
8 15 (8.47%) Architect
9 12 (6.78%) Internal Auditor
9 12 (6.78%) Security Auditor
10 9 (5.08%) Audit Manager
11 8 (4.52%) Data Manager
11 8 (4.52%) IT Manager
12 7 (3.95%) Administrator
12 7 (3.95%) IT Audit Manager
12 7 (3.95%) Lead
12 7 (3.95%) Solutions Architect
12 7 (3.95%) Systems Administrator
13 6 (3.39%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 34 (19.21%) .NET
2 32 (18.08%) .NET Core
2 32 (18.08%) ASP.NET
2 32 (18.08%) ASP.NET Core
3 18 (10.17%) CSS
3 18 (10.17%) Entity Framework
3 18 (10.17%) HTML
4 14 (7.91%) AngularJS
4 14 (7.91%) SubSonic
4 14 (7.91%) Vue
5 4 (2.26%) JSON
6 2 (1.13%) 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 (10.17%) Greenfield Project
1 18 (10.17%) Management Information System
2 10 (5.65%) Data Structures
3 7 (3.95%) Product Ownership
4 6 (3.39%) Blockchain
4 6 (3.39%) Cyberattack
5 5 (2.82%) Onboarding
5 5 (2.82%) Virtual Team
6 4 (2.26%) Cloud Native
7 3 (1.69%) Self-Motivation
7 3 (1.69%) Social Media
8 2 (1.13%) IoT
8 2 (1.13%) Low-Code
8 2 (1.13%) 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
1 177 (100.00%) Analytics
2 58 (32.77%) Agile
3 48 (27.12%) Data Analysis
3 48 (27.12%) Problem-Solving
4 45 (25.42%) Decision-Making
5 40 (22.60%) AI
6 39 (22.03%) Roadmaps
7 38 (21.47%) Project Management
8 36 (20.34%) Actionable Insight
8 36 (20.34%) Full-Stack Development
9 35 (19.77%) Stakeholder Engagement
10 32 (18.08%) Data Governance
10 32 (18.08%) Data Management
11 31 (17.51%) Risk Management
12 30 (16.95%) Business Intelligence
12 30 (16.95%) CI/CD
12 30 (16.95%) DevOps
13 28 (15.82%) Strategic Thinking
14 27 (15.25%) Continuous Improvement
15 25 (14.12%) Data Transformation
Programming Languages
1 98 (55.37%) SQL
2 38 (21.47%) Python
3 34 (19.21%) C#
4 17 (9.60%) TypeScript
5 6 (3.39%) R
5 6 (3.39%) VBA
6 3 (1.69%) Data Analysis Expressions
7 2 (1.13%) 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 22 (12.43%) Degree
2 13 (7.34%) CGEIT
2 13 (7.34%) CISA
2 13 (7.34%) CISM
2 13 (7.34%) CISSP
2 13 (7.34%) FFIEC
2 13 (7.34%) SANS
3 6 (3.39%) Security Cleared
4 3 (1.69%) SC Cleared
5 2 (1.13%) Azure Certification
5 2 (1.13%) Computer Science Degree
5 2 (1.13%) DBS Check
6 1 (0.56%) ACCA
6 1 (0.56%) CBAP
6 1 (0.56%) IIBA
6 1 (0.56%) ISACA
6 1 (0.56%) Master's Degree
6 1 (0.56%) Microsoft Certification
6 1 (0.56%) Numerate Degree
6 1 (0.56%) SAP Certification
Quality Assurance & Compliance
1 19 (10.73%) GDPR
2 18 (10.17%) Data Quality
3 15 (8.47%) QA
4 14 (7.91%) NIST
5 13 (7.34%) COBIT
6 9 (5.08%) Accessibility
7 8 (4.52%) 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 (9.04%) Docker
2 7 (3.95%) Active Directory
Systems Management
1 16 (9.04%) Kubernetes
2 1 (0.56%) Terraform
Vendors
1 61 (34.46%) Microsoft
2 9 (5.08%) Databricks
3 7 (3.95%) Oracle
3 7 (3.95%) SAP
4 6 (3.39%) Salesforce
5 4 (2.26%) Alteryx
5 4 (2.26%) HubSpot
5 4 (2.26%) Informatica
5 4 (2.26%) OpenAI
6 3 (1.69%) Google
6 3 (1.69%) Talend
7 1 (0.56%) Capita
7 1 (0.56%) Citrix
7 1 (0.56%) Civica
7 1 (0.56%) Cognizant
7 1 (0.56%) Foundry
7 1 (0.56%) Northgate
7 1 (0.56%) Orchard